From a631f10bd52cff5967c106a0f9b4c7377affc512 Mon Sep 17 00:00:00 2001 From: KyuRish <58592901+KyuRish@users.noreply.github.com> Date: Tue, 24 Feb 2026 01:29:48 +0100 Subject: [PATCH 001/214] Add fiverr-mcp-server to Search & Data Extraction Python MCP server for searching Fiverr gigs, viewing seller profiles, comparing pricing packages, and reading reviews. No API key required. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fd0d62c9..8cd7dc4b 100644 --- a/README.md +++ b/README.md @@ -1281,6 +1281,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) 🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key) +- [KyuRish/fiverr-mcp-server](https://github.com/KyuRish/fiverr-mcp-server) 🐍 ☁️ - Search Fiverr gigs, view seller profiles, compare pricing packages, and read reviews. No API key required. - [format37/youtube_mcp](https://github.com/format37/youtube_mcp) 🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos. - [gemy411/multi-research-agents](https://github.com/gemy411/multi-agents-research) ☁️ - a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case. - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. From 151070e7d31f2e2a38cbe931ffb17ed3fe5da99b Mon Sep 17 00:00:00 2001 From: seres0lovey <40932853-seres0lovey@users.noreply.replit.com> Date: Mon, 2 Mar 2026 22:41:39 +0300 Subject: [PATCH 002/214] Add PowerSun to Finance & Fintech section Co-Authored-By: Claude Opus 4.6 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3d167518..110d0cbd 100644 --- a/README.md +++ b/README.md @@ -921,6 +921,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains - [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics - [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany). +- [Hovsteder/powersun-tron-mcp](https://github.com/Hovsteder/powersun-tron-mcp) 📇 ☁️ - TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools for buying energy, swapping TRC-20 tokens via SunSwap DEX, selling resources, and earning passive income. Remote Streamable HTTP with 3 payment methods (API Key, HTTP 402, x402 USDC). - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. - [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims. - [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain. From 8708a4c2913abda2c30859fb31e2a1a7dbf50250 Mon Sep 17 00:00:00 2001 From: ABB65 Date: Mon, 9 Mar 2026 18:50:28 +0300 Subject: [PATCH 003/214] Add Contentrain CMS MCP server Contentrain headless CMS integration with 14 tools for model, content, and asset management. Features automatic git branch synchronization and structural 3-way JSON merge for conflict resolution. - npm: @contentrain/mcp - GitHub: https://github.com/Contentrain/mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9d6ac496..e38b0db3 100644 --- a/README.md +++ b/README.md @@ -668,6 +668,7 @@ Tools and integrations that enhance the development workflow and environment man - [conan-io/conan-mcp](https://github.com/conan-io/conan-mcp) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities. - [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. - [context-rot-detection](https://github.com/milos-product-maker/context-rot-detection) 📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves. +- [Contentrain/mcp](https://github.com/Contentrain/mcp) 📇 ☁️ - MCP server for Contentrain headless CMS. 14 tools for model, content, and asset management with automatic git branch synchronization and structural 3-way JSON merge for conflict resolution. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. From 1359aa6da7cac4f5e3ab38ca6f1904b0a4329be8 Mon Sep 17 00:00:00 2001 From: Martin Brummerstedt Date: Fri, 13 Mar 2026 17:48:31 +0100 Subject: [PATCH 004/214] Add powerbi-analyst-mcp to Data Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7250a073..1b1c393a 100644 --- a/README.md +++ b/README.md @@ -636,6 +636,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation. - [meal-inc/bonnard-cli](https://github.com/meal-inc/bonnard-cli) 📇 ☁️ - Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water. +- [mbrummerstedt/powerbi-analyst-mcp](https://github.com/mbrummerstedt/powerbi-analyst-mcp) 🐍 ☁️ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV. - [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents - [Osseni94/oyemi-mcp](https://github.com/Osseni94/oyemi-mcp) 🐍 🏠 - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies. - [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM. From f1341483036d290fde1e1500cf76378f0ac9d4b2 Mon Sep 17 00:00:00 2001 From: Martin Brummerstedt Date: Sat, 14 Mar 2026 00:04:27 +0100 Subject: [PATCH 005/214] Add Glama listing link per repository requirements Co-Authored-By: Claude Opus 4.6 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1b1c393a..c2234552 100644 --- a/README.md +++ b/README.md @@ -636,7 +636,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation. - [meal-inc/bonnard-cli](https://github.com/meal-inc/bonnard-cli) 📇 ☁️ - Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water. -- [mbrummerstedt/powerbi-analyst-mcp](https://github.com/mbrummerstedt/powerbi-analyst-mcp) 🐍 ☁️ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV. +- [mbrummerstedt/powerbi-analyst-mcp](https://github.com/mbrummerstedt/powerbi-analyst-mcp) [glama](https://glama.ai/mcp/servers/mbrummerstedt/powerbi-analyst-mcp) 🐍 ☁️ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV. - [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents - [Osseni94/oyemi-mcp](https://github.com/Osseni94/oyemi-mcp) 🐍 🏠 - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies. - [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM. From c788bc1d7d11f29f1b06c8621d478a555d6f485c Mon Sep 17 00:00:00 2001 From: jnMetaCode <1394485448@qq.com> Date: Mon, 16 Mar 2026 16:38:15 +0800 Subject: [PATCH 006/214] Add ShellWard - AI Agent Security Middleware --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb492d5..339ca465 100644 --- a/README.md +++ b/README.md @@ -1623,6 +1623,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [joergmichno/clawguard-mcp](https://github.com/joergmichno/clawguard-mcp) [![clawguard-mcp MCP server](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp) 🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex patterns +- [jnMetaCode/shellward](https://github.com/jnMetaCode/shellward) 📇 🏠 🍎 🪟 🐧 - AI Agent Security Middleware with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. Zero dependencies. SDK + OpenClaw plugin. - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. - [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times. - [ndl-systems/kevros-mcp](https://github.com/ndl-systems/kevros-mcp) [![kevros-mcp MCP server](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp) 🐍 ☁️ - Governance primitives for autonomous agents — verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier: 100 calls/month. From e53c526a3e0ab6fb526e7b037893f1d036b52286 Mon Sep 17 00:00:00 2001 From: Thom Ives Date: Tue, 17 Mar 2026 13:11:30 -0600 Subject: [PATCH 007/214] Add PostalDataPI MCP to README Added PostalDataPI MCP for global postal code lookups. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9e1e6ad8..960cc698 100644 --- a/README.md +++ b/README.md @@ -1352,6 +1352,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra - [mahdin75/gis-mcp](https://github.com/mahdin75/gis-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations. - [matbel91765/gis-mcp-server](https://github.com/matbel91765/gis-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage) - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details +- - [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 70+ countries. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. - [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. From 17c955850cc766085b99c5d53b22a58fb8c7f5d8 Mon Sep 17 00:00:00 2001 From: roampal-ai <0xroampal@gmail.com> Date: Tue, 10 Feb 2026 07:21:09 -0700 Subject: [PATCH 008/214] Add roampal-ai/roampal-core to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a3914d61..94daab7a 100644 --- a/README.md +++ b/README.md @@ -1310,6 +1310,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. - [remembra-ai/remembra](https://github.com/remembra-ai/remembra) [![remembra MCP server](https://glama.ai/mcp/servers/remembra-ai/remembra/badges/score.svg)](https://glama.ai/mcp/servers/remembra-ai/remembra) 🐍 📇 🏠 ☁️ 🍎 🪟 🐧 - Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. 100% on LoCoMo benchmark. Self-hosted. - [redleaves/context-keeper](https://github.com/redleaves/context-keeper) 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE). +- [roampal-ai/roampal-core](https://github.com/roampal-ai/roampal-core) [![roampal-core MCP server](https://glama.ai/mcp/servers/roampal-ai/roampal-core/badges/score.svg)](https://glama.ai/mcp/servers/roampal-ai/roampal-core) 🐍 🏠 - Outcome-based persistent memory for AI coding tools. Memories that help get promoted, memories that mislead get demoted. Works with Claude Code and OpenCode via hooks + MCP. - [roomi-fields/notebooklm-mcp](https://github.com/roomi-fields/notebooklm-mcp) [![notebooklm-mcp MCP server](https://glama.ai/mcp/servers/@roomi-fields/notebooklm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@roomi-fields/notebooklm-mcp) 📇 🏠 🍎 🪟 🐧 - Full automation of Google NotebookLM — Q&A with citations, audio podcasts, video, content generation, source management, and notebook library. MCP + HTTP REST API. - [rushikeshmore/CodeCortex](https://github.com/rushikeshmore/CodeCortex) [![codecortex MCP server](https://glama.ai/mcp/servers/@rushikeshmore/codecortex/badges/score.svg)](https://glama.ai/mcp/servers/@rushikeshmore/codecortex) 📇 🏠 🍎 🪟 🐧 - Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) via tree-sitter native parsing (28 languages) and serves via MCP. 14 tools, ~85% token reduction. Works with Claude Code, Cursor, Codex, and any MCP client. - [SecurityRonin/alaya](https://github.com/SecurityRonin/alaya) [![SecurityRonin/alaya MCP server](https://glama.ai/mcp/servers/SecurityRonin/alaya/badges/score.svg)](https://glama.ai/mcp/servers/SecurityRonin/alaya) 🦀 🏠 🍎 🪟 🐧 - Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates knowledge through a Bjork-strength lifecycle (strengthening, transformation, forgetting), and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools. Install via `npx alaya-mcp`. From f0d13e265d8227db64abd18578120e3cdd25960a Mon Sep 17 00:00:00 2001 From: Alisson Matheus Silva <83712001+itsalissonsilva@users.noreply.github.com> Date: Fri, 20 Mar 2026 21:28:59 -0300 Subject: [PATCH 009/214] Add ModelSafetyMCP to the list of MCP servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8a73739..328dac0c 100644 --- a/README.md +++ b/README.md @@ -1647,6 +1647,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. +- [itsalissonsilva/ModelSafetyMCP](https://github.com/itsalissonsilva/ModelSafetyMCP) - MCP server for scanning ML model artifacts for unsafe serialization, malicious model patterns, risky packaging, direct URL downloads, and directory-level triage using ModelScan, PickleScan, and heuristic inspection. - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [joergmichno/clawguard-mcp](https://github.com/joergmichno/clawguard-mcp) [![clawguard-mcp MCP server](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp) 🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex patterns - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. From ff475a81ad9557ae0bb84635445dd8fc14a7546b Mon Sep 17 00:00:00 2001 From: AHMET BAYHAN BAYRAMOGLU <49499275+ABB65@users.noreply.github.com> Date: Sat, 21 Mar 2026 14:22:23 +0300 Subject: [PATCH 010/214] Update README.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## Server Information - **Name**: @contentrain/mcp - **GitHub**: https://github.com/Contentrain/ai - **npm**: https://www.npmjs.com/package/@contentrain/mcp - **Category**: Developer Tools ## Description Local-first MCP server for AI-generated content governance. 13 deterministic tools for any framework — model/content CRUD, validation, normalization (i18n extraction + reuse), and project intelligence. ### Key Features - 4 content kinds: collection, singleton, document (markdown), dictionary (i18n) - Git worktree isolation for safe concurrent writes with canonical JSON serialization - Two-phase normalize: extract hardcoded strings → reuse with framework-specific i18n patterns - Graph-based project scanner for structural intelligence (pages, components, imports) - 27 typed field types with validation (string, relation, array, object, media, etc.) - Platform-agnostic: works with Nuxt, Next.js, Astro, SvelteKit, React, Vue, and 20+ stacks - TypeScript, stdio transport, MIT licensed --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e38b0db3..c348cf20 100644 --- a/README.md +++ b/README.md @@ -668,7 +668,7 @@ Tools and integrations that enhance the development workflow and environment man - [conan-io/conan-mcp](https://github.com/conan-io/conan-mcp) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities. - [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. - [context-rot-detection](https://github.com/milos-product-maker/context-rot-detection) 📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves. -- [Contentrain/mcp](https://github.com/Contentrain/mcp) 📇 ☁️ - MCP server for Contentrain headless CMS. 14 tools for model, content, and asset management with automatic git branch synchronization and structural 3-way JSON merge for conflict resolution. +- [Contentrain/ai](https://github.com/Contentrain/ai) 📇 🏠 - Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. From f39d163264948cc073a7e668a64bed47e136b25b Mon Sep 17 00:00:00 2001 From: AHMET BAYHAN BAYRAMOGLU <49499275+ABB65@users.noreply.github.com> Date: Sat, 21 Mar 2026 14:25:39 +0300 Subject: [PATCH 011/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c348cf20..aa602681 100644 --- a/README.md +++ b/README.md @@ -668,7 +668,7 @@ Tools and integrations that enhance the development workflow and environment man - [conan-io/conan-mcp](https://github.com/conan-io/conan-mcp) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities. - [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. - [context-rot-detection](https://github.com/milos-product-maker/context-rot-detection) 📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves. -- [Contentrain/ai](https://github.com/Contentrain/ai) 📇 🏠 - Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework. +- [Contentrain/ai](https://github.com/Contentrain/ai) [![Contentrain MCP server](https://glama.ai/mcp/servers/Contentrain/ai/badge)](https://glama.ai/mcp/servers/Contentrain/ai) 📇 🏠 - Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. From 592290bb6293e9e028d64c0d176808af4f22cc82 Mon Sep 17 00:00:00 2001 From: Alisson Matheus Silva <83712001+itsalissonsilva@users.noreply.github.com> Date: Sat, 21 Mar 2026 09:46:52 -0300 Subject: [PATCH 012/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 328dac0c..af78e8f6 100644 --- a/README.md +++ b/README.md @@ -1647,7 +1647,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. -- [itsalissonsilva/ModelSafetyMCP](https://github.com/itsalissonsilva/ModelSafetyMCP) - MCP server for scanning ML model artifacts for unsafe serialization, malicious model patterns, risky packaging, direct URL downloads, and directory-level triage using ModelScan, PickleScan, and heuristic inspection. +- [itsalissonsilva/ModelSafetyMCP](https://github.com/itsalissonsilva/ModelSafetyMCP) 🐍 🏠 - MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection. [![itsalissonsilva/ModelSafetyMCP MCP server](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP/badges/score.svg)](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP) - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [joergmichno/clawguard-mcp](https://github.com/joergmichno/clawguard-mcp) [![clawguard-mcp MCP server](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp) 🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex patterns - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. From 303001912584c588ba7ffb462b4498807c973b3e Mon Sep 17 00:00:00 2001 From: Mark Gatcha <93056348+Markgatcha@users.noreply.github.com> Date: Sat, 21 Mar 2026 19:31:58 -0400 Subject: [PATCH 013/214] Add Markgatcha/universal-mcp-toolkit to Aggregators section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index db3c10a6..f558df5a 100644 --- a/README.md +++ b/README.md @@ -161,6 +161,7 @@ Servers for accessing many apps and tools through a single MCP server. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. +- [Markgatcha/universal-mcp-toolkit](https://github.com/Markgatcha/universal-mcp-toolkit) 📇 ☁️ 🏠 🍎 🪟 🐧 - A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation. - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. - [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview). From 9de14587cd3c89c49289df33b4938c0947515066 Mon Sep 17 00:00:00 2001 From: Mark Gatcha <93056348+Markgatcha@users.noreply.github.com> Date: Sat, 21 Mar 2026 19:39:10 -0400 Subject: [PATCH 014/214] Add Glama score badge to Markgatcha/universal-mcp-toolkit entry Updated the entry for 'Markgatcha/universal-mcp-toolkit' to include a badge and removed the duplicate description. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f558df5a..c76ac6b1 100644 --- a/README.md +++ b/README.md @@ -161,7 +161,7 @@ Servers for accessing many apps and tools through a single MCP server. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. -- [Markgatcha/universal-mcp-toolkit](https://github.com/Markgatcha/universal-mcp-toolkit) 📇 ☁️ 🏠 🍎 🪟 🐧 - A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation. +- [Markgatcha/universal-mcp-toolkit](https://github.com/Markgatcha/universal-mcp-toolkit) [![Markgatcha/universal-mcp-toolkit MCP server](https://glama.ai/mcp/servers/Markgatcha/universal-mcp-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/Markgatcha/universal-mcp-toolkit) 📇 ☁️ 🏠 🍎 🪟 🐧 - A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation. - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. - [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview). From f21fbd62127c993a15809b863551126ce9d60ba2 Mon Sep 17 00:00:00 2001 From: Stephen Ballot Date: Sun, 22 Mar 2026 13:36:57 +0100 Subject: [PATCH 015/214] =?UTF-8?q?Add=20@bitatlas/mcp-server=20=E2=80=94?= =?UTF-8?q?=20Zero-Knowledge=20Cloud=20Drive?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index db3c10a6..c7378452 100644 --- a/README.md +++ b/README.md @@ -1286,6 +1286,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [epicsagas/alcove](https://github.com/epicsagas/alcove)[![alcove MCP server](https://glama.ai/mcp/servers/epicsagas/alcove/badges/score.svg)](https://glama.ai/mcp/servers/epicsagas/alcove) 🦀 🏠 🍎 🪟 🐧 - MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos. - [alibaizhanov/mengram](https://github.com/alibaizhanov/mengram) [![mengram MCP server](https://glama.ai/mcp/servers/@alibaizhanov/mengram/badges/score.svg)](https://glama.ai/mcp/servers/@alibaizhanov/mengram) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs. - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering +- [bitatlas-group/bitatlas](https://github.com/bitatlas-group/bitatlas) 📇 ☁️ - Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted file vault management — upload, download, search, and organize files that the server never sees in plaintext. - [besslframework-stack/project-tessera](https://github.com/besslframework-stack/project-tessera) [![project-tessera MCP server](https://glama.ai/mcp/servers/@besslframework-stack/project-tessera/badges/score.svg)](https://glama.ai/mcp/servers/@besslframework-stack/project-tessera) 🐍 🏠 🍎 🪟 🐧 - Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools. - [bh-rat/context-awesome](https://github.com/bh-rat/context-awesome) 📇 ☁️ 🏠 - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent. - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. From 94644ec0d69cbc339c890b77cb168a0f4faf5737 Mon Sep 17 00:00:00 2001 From: Sebastien Buysse Date: Sun, 22 Mar 2026 23:05:11 +0100 Subject: [PATCH 016/214] =?UTF-8?q?Add=20sbuysse/gnome-desktop-mcp=20to=20?= =?UTF-8?q?OS=20Automation=20section=20=F0=9F=A4=96=F0=9F=A4=96?= =?UTF-8?q?=F0=9F=A4=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index db3c10a6..1c858622 100644 --- a/README.md +++ b/README.md @@ -114,6 +114,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🎯 - [Marketing](#marketing) * 📊 - [Monitoring](#monitoring) * 🎥 - [Multimedia Process](#multimedia-process) +* 🖥️ - [OS Automation](#os-automation) * 📋 - [Product Management](#product-management) * 🏠 - [Real Estate](#real-estate) * 🔬 - [Research](#research) @@ -1508,6 +1509,12 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [TopazLabs/topaz-mcp](https://github.com/TopazLabs/topaz-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Supports 8 models including Standard V2, Wonder 2, Bloom, and Recover 3. - [verIdyia/autoeq-mcp](https://github.com/verIdyia/autoeq-mcp) [![autoeq-mcp MCP server](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp/badges/score.svg)](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp) 🐍 🏠 🍎 🪟 🐧 - Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by name or sound signature, get parametric EQ settings, compare headphones band-by-band, and browse Harman preference score rankings. Includes automatic sound signature classification (Neutral, Warm, Bright, Dark, V-shaped, etc.). +### 🖥️ OS Automation + +Servers for controlling the desktop operating system: screenshots, window management, mouse/keyboard input injection, and system-level automation. + +- [sbuysse/gnome-desktop-mcp](https://github.com/sbuysse/gnome-desktop-mcp) 🐍 🏠 🐧 - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop. + ### 📋 Product Management Tools for product planning, customer feedback analysis, and prioritization. From 918951fa25c8a1cb457bf69b9203b39120c7db0b Mon Sep 17 00:00:00 2001 From: Sebastien Buysse Date: Sun, 22 Mar 2026 23:41:10 +0100 Subject: [PATCH 017/214] fix: add Glama score badge to gnome-desktop-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1c858622..5beb5d67 100644 --- a/README.md +++ b/README.md @@ -1513,7 +1513,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play Servers for controlling the desktop operating system: screenshots, window management, mouse/keyboard input injection, and system-level automation. -- [sbuysse/gnome-desktop-mcp](https://github.com/sbuysse/gnome-desktop-mcp) 🐍 🏠 🐧 - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop. +- [sbuysse/gnome-desktop-mcp](https://github.com/sbuysse/gnome-desktop-mcp) [![gnome-desktop-mcp MCP server](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp) 🐍 🏠 🐧 - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop. ### 📋 Product Management From 9deb06c21a9d8c875126ce98aa6b2359d3ca3fff Mon Sep 17 00:00:00 2001 From: Stephen Ballot Date: Mon, 23 Mar 2026 08:48:20 +0100 Subject: [PATCH 018/214] Add Glama score badge to BitAtlas entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c7378452..9da556f8 100644 --- a/README.md +++ b/README.md @@ -1286,7 +1286,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [epicsagas/alcove](https://github.com/epicsagas/alcove)[![alcove MCP server](https://glama.ai/mcp/servers/epicsagas/alcove/badges/score.svg)](https://glama.ai/mcp/servers/epicsagas/alcove) 🦀 🏠 🍎 🪟 🐧 - MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos. - [alibaizhanov/mengram](https://github.com/alibaizhanov/mengram) [![mengram MCP server](https://glama.ai/mcp/servers/@alibaizhanov/mengram/badges/score.svg)](https://glama.ai/mcp/servers/@alibaizhanov/mengram) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs. - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering -- [bitatlas-group/bitatlas](https://github.com/bitatlas-group/bitatlas) 📇 ☁️ - Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted file vault management — upload, download, search, and organize files that the server never sees in plaintext. +- [bitatlas-group/bitatlas](https://github.com/bitatlas-group/bitatlas) [![bitatlas MCP server](https://glama.ai/mcp/servers/bitatlas-group/bitatlas/badges/score.svg)](https://glama.ai/mcp/servers/bitatlas-group/bitatlas) 📇 ☁️ - Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted file vault management — upload, download, search, and organize files that the server never sees in plaintext. - [besslframework-stack/project-tessera](https://github.com/besslframework-stack/project-tessera) [![project-tessera MCP server](https://glama.ai/mcp/servers/@besslframework-stack/project-tessera/badges/score.svg)](https://glama.ai/mcp/servers/@besslframework-stack/project-tessera) 🐍 🏠 🍎 🪟 🐧 - Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools. - [bh-rat/context-awesome](https://github.com/bh-rat/context-awesome) 📇 ☁️ 🏠 - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent. - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. From 588700e3a3bf6a5e3d79134928d4072de32655c1 Mon Sep 17 00:00:00 2001 From: AHMET BAYHAN BAYRAMOGLU <49499275+ABB65@users.noreply.github.com> Date: Mon, 23 Mar 2026 13:31:13 +0300 Subject: [PATCH 019/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aa602681..5153d7b1 100644 --- a/README.md +++ b/README.md @@ -668,7 +668,7 @@ Tools and integrations that enhance the development workflow and environment man - [conan-io/conan-mcp](https://github.com/conan-io/conan-mcp) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities. - [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. - [context-rot-detection](https://github.com/milos-product-maker/context-rot-detection) 📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves. -- [Contentrain/ai](https://github.com/Contentrain/ai) [![Contentrain MCP server](https://glama.ai/mcp/servers/Contentrain/ai/badge)](https://glama.ai/mcp/servers/Contentrain/ai) 📇 🏠 - Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework. +- [Contentrain/ai](https://github.com/Contentrain/ai) [![Contentrain/ai MCP server](https://glama.ai/mcp/servers/Contentrain/ai/badges/score.svg)](https://glama.ai/mcp/servers/Contentrain/ai) 📇 🏠 - Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. From 84e916aad0dcf882a119e53e0d8a71a49084ba7e Mon Sep 17 00:00:00 2001 From: jiangnan <1394485448@qq.com> Date: Mon, 23 Mar 2026 21:33:27 +0800 Subject: [PATCH 020/214] Add Glama badge and update ShellWard description - Added Glama score badge as requested - Updated description to reflect MCP server capability (7 tools) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 339ca465..5dddf360 100644 --- a/README.md +++ b/README.md @@ -1623,7 +1623,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [joergmichno/clawguard-mcp](https://github.com/joergmichno/clawguard-mcp) [![clawguard-mcp MCP server](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp) 🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex patterns -- [jnMetaCode/shellward](https://github.com/jnMetaCode/shellward) 📇 🏠 🍎 🪟 🐧 - AI Agent Security Middleware with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. Zero dependencies. SDK + OpenClaw plugin. +- [jnMetaCode/shellward](https://github.com/jnMetaCode/shellward) [![jnMetaCode/shellward MCP server](https://glama.ai/mcp/servers/jnMetaCode/shellward/badges/score.svg)](https://glama.ai/mcp/servers/jnMetaCode/shellward) 📇 🏠 🍎 🪟 🐧 - AI Agent Security Middleware & MCP Server with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. 7 MCP tools, zero dependencies. - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. - [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times. - [ndl-systems/kevros-mcp](https://github.com/ndl-systems/kevros-mcp) [![kevros-mcp MCP server](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp) 🐍 ☁️ - Governance primitives for autonomous agents — verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier: 100 calls/month. From 2ae3a14ff70de5df83d3de9f4d7232d078eac297 Mon Sep 17 00:00:00 2001 From: 0x-devc Date: Mon, 23 Mar 2026 23:41:56 +0000 Subject: [PATCH 021/214] =?UTF-8?q?Add=20MeshLedger=20=E2=80=94=20AI-to-AI?= =?UTF-8?q?=20marketplace=20with=20on-chain=20escrow?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a4497a0a..c7737879 100644 --- a/README.md +++ b/README.md @@ -1198,6 +1198,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Mattbusel/Reddit-Options-Trader-ROT-](https://github.com/Mattbusel/Reddit-Options-Trader-ROT-) 🐍 ☁️ - The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required. - [mbrassey/solentic](https://github.com/mbrassey/solentic) [![solentic MCP server](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic/badges/score.svg)](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic) 📇 ☁️ - Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned transactions only, ~6% APY via Blueprint validator. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. +- - [MeshLedger/MeshLedger](https://github.com/MeshLedger/MeshLedger) 📇 ☁️ - AI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring, and TypeScript SDK. `npx @meshledger/mcp-server` - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. - [mission69b/t2000](https://github.com/mission69b/t2000) [![mission69b/t2000 MCP server](https://glama.ai/mcp/servers/mission69b/t2000/badges/score.svg)](https://glama.ai/mcp/servers/mission69b/t2000) 📇 ☁️ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus. From 47ab0c3241226a4abe835435115787584ea26e5d Mon Sep 17 00:00:00 2001 From: Roman V Date: Fri, 3 Apr 2026 09:12:56 -0600 Subject: [PATCH 022/214] Add sapph1re/feedback-synthesis-mcp to Customer Data Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index db3c10a6..df50b750 100644 --- a/README.md +++ b/README.md @@ -539,6 +539,7 @@ Provides access to customer profiles inside of customer data platforms - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client. - [saurabhsharma2u/search-console-mcp](https://github.com/saurabhsharma2u/search-console-mcp) - An MCP server to interact with Google Search Console and Bing Webmasters. +- [sapph1re/feedback-synthesis-mcp](https://github.com/sapph1re/feedback-synthesis-mcp) 🐍 ☁️ - Synthesize customer feedback from GitHub Issues, Hacker News, and App Store reviews into ranked pain clusters with evidence links and suggested actions. Pay-per-call ($0.01–$0.05) via x402 micropayments on Base — no signup required. ### 🗄️ Databases Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access. From 5729fe43006697bc0f92ecca13c12501d199a11b Mon Sep 17 00:00:00 2001 From: rxolve Date: Sun, 5 Apr 2026 19:08:20 +0900 Subject: [PATCH 023/214] Add rxolve/artscii - ASCII art & kaomoji MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a9ba7d35..c0e59bad 100644 --- a/README.md +++ b/README.md @@ -231,6 +231,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya - [peek-travel/mcp-intro](https://github.com/peek-travel/mcp-intro) ☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation - [doctorm333/promptpilot-mcp-server](https://github.com/doctorm333/promptpilot-mcp-server) [![doctorm333/promptpilot-mcp-server MCP server](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server) 📇 ☁️ - Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen 4, Grok, Seedance, ElevenLabs). Prompt builder with styles, lighting, camera, mood presets. Batch generation support. +- [rxolve/artscii](https://github.com/rxolve/artscii) [![rxolve/artscii MCP server](https://glama.ai/mcp/servers/rxolve/artscii/badges/score.svg)](https://glama.ai/mcp/servers/rxolve/artscii) 📇 🏠 🍎 🪟 🐧 - ASCII art & kaomoji search for AI agents. 58 built-in arts in optimized size tiers, 90 kaomoji, FIGlet banners, and image-to-ASCII conversion. `npx artscii` - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945) - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop From 791098c1ad4669e766b99aaf3e0171975e1f2c08 Mon Sep 17 00:00:00 2001 From: Marcus Kober Date: Sun, 5 Apr 2026 12:32:58 +0200 Subject: [PATCH 024/214] Add PhpCodeArcheology - PHP static analysis MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a9ba7d35..1b6a532a 100644 --- a/README.md +++ b/README.md @@ -738,6 +738,7 @@ Tools and integrations that enhance the development workflow and environment man - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control. - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status. +- [PhpCodeArcheology/PhpCodeArcheology](https://github.com/PhpCodeArcheology/PhpCodeArcheology) [![PhpCodeArcheology MCP server](https://glama.ai/mcp/servers/PhpCodeArcheology/PhpCodeArcheology/badges/score.svg)](https://glama.ai/mcp/servers/PhpCodeArcheology/PhpCodeArcheology) 🏠 🍎 🪟 🐧 - PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer. - [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages. - [arvindand/maven-tools-mcp](https://github.com/arvindand/maven-tools-mcp) ☕ ☁️ 🏠 🍎 🪟 🐧 - Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance. - [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more. From f821733b8592fbfebc9e38c0189d127c77647271 Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 19:34:39 +0800 Subject: [PATCH 025/214] Add AceDataCloud/FluxMCP to Art & Culture --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..c5bb4750 100644 --- a/README.md +++ b/README.md @@ -200,6 +200,7 @@ Servers for accessing many apps and tools through a single MCP server. ### 🎨 Art & Culture Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. +- [AceDataCloud/FluxMCP](https://github.com/AceDataCloud/FluxMCP) [![AceDataCloud/MCPFlux MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux) 🐍 ☁️ - Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API. - [AceDataCloud/MCPNanoBanana](https://github.com/AceDataCloud/MCPNanoBanana) [![AceDataCloud/MCPNanoBanana MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. From 796cfd96c1b3b1ccc55360a7c87ce955178e9c04 Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 19:34:47 +0800 Subject: [PATCH 026/214] Add AceDataCloud/SeedreamMCP to Art & Culture --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..68b0b4da 100644 --- a/README.md +++ b/README.md @@ -202,6 +202,7 @@ Servers for accessing many apps and tools through a single MCP server. Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. - [AceDataCloud/MCPNanoBanana](https://github.com/AceDataCloud/MCPNanoBanana) [![AceDataCloud/MCPNanoBanana MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. +- [AceDataCloud/SeedreamMCP](https://github.com/AceDataCloud/SeedreamMCP) [![AceDataCloud/MCPSeedream MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream) 🐍 ☁️ - ByteDance Seedream image generation and editing via Ace Data Cloud API. - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim. - [austenstone/myinstants-mcp](https://github.com/austenstone/myinstants-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp` From 845f609fe4ab2d433d246e2b687ebe74286cdc5d Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 19:35:14 +0800 Subject: [PATCH 027/214] Add AceDataCloud/SunoMCP to Multimedia Process --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..4a82869e 100644 --- a/README.md +++ b/README.md @@ -1637,6 +1637,7 @@ Access and analyze application monitoring data. Enables AI models to review erro Provides the ability to handle multimedia, such as audio and video editing, playback, format conversion, also includes video filters, enhancements, and so on - [1000ri-jp/atsurae](https://github.com/1000ri-jp/atsurae) 🐍 ☁️ 🍎 🪟 🐧 - AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC). +- [AceDataCloud/SunoMCP](https://github.com/AceDataCloud/SunoMCP) [![AceDataCloud/MCPSuno MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno) 🐍 ☁️ - Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API. - [agenticdecks/deckrun-mcp](https://github.com/agenticdecks/deckrun-mcp) [![deckrun-mcp MCP server](https://glama.ai/mcp/servers/agenticdecks/deckrun-mcp/badges/score.svg)](https://glama.ai/mcp/servers/agenticdecks/deckrun-mcp) 🐍 ☁️ - Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free tier requires no API key or local install — add a URL to your IDE config and start generating. Paid tier adds video, audio, async jobs, and account tools. - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos. From 160ff2097cbaaa3d7e7b8519f97f1b99fcd00a61 Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 21:44:01 +0800 Subject: [PATCH 028/214] fix: update entry name to match Glama server URL (MCPFlux) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c5bb4750..0ff08c1b 100644 --- a/README.md +++ b/README.md @@ -200,7 +200,7 @@ Servers for accessing many apps and tools through a single MCP server. ### 🎨 Art & Culture Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. -- [AceDataCloud/FluxMCP](https://github.com/AceDataCloud/FluxMCP) [![AceDataCloud/MCPFlux MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux) 🐍 ☁️ - Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API. +- [AceDataCloud/MCPFlux](https://github.com/AceDataCloud/FluxMCP) [![AceDataCloud/MCPFlux MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux) 🐍 ☁️ - Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API. - [AceDataCloud/MCPNanoBanana](https://github.com/AceDataCloud/MCPNanoBanana) [![AceDataCloud/MCPNanoBanana MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. From ca40abb7ac7dbf837f3c97798dd3663f51d987f0 Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 21:44:05 +0800 Subject: [PATCH 029/214] fix: update entry name to match Glama server URL (MCPSeedream) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 68b0b4da..cd6b6e90 100644 --- a/README.md +++ b/README.md @@ -202,7 +202,7 @@ Servers for accessing many apps and tools through a single MCP server. Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. - [AceDataCloud/MCPNanoBanana](https://github.com/AceDataCloud/MCPNanoBanana) [![AceDataCloud/MCPNanoBanana MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. -- [AceDataCloud/SeedreamMCP](https://github.com/AceDataCloud/SeedreamMCP) [![AceDataCloud/MCPSeedream MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream) 🐍 ☁️ - ByteDance Seedream image generation and editing via Ace Data Cloud API. +- [AceDataCloud/MCPSeedream](https://github.com/AceDataCloud/SeedreamMCP) [![AceDataCloud/MCPSeedream MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream) 🐍 ☁️ - ByteDance Seedream image generation and editing via Ace Data Cloud API. - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim. - [austenstone/myinstants-mcp](https://github.com/austenstone/myinstants-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp` From 3a9a10e47c43ad6f65e0f040f23c9c2faca99d86 Mon Sep 17 00:00:00 2001 From: Ace Data Cloud Dev Date: Sun, 5 Apr 2026 21:44:12 +0800 Subject: [PATCH 030/214] fix: update entry name to match Glama server URL (MCPSuno) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4a82869e..1e715cbf 100644 --- a/README.md +++ b/README.md @@ -1637,7 +1637,7 @@ Access and analyze application monitoring data. Enables AI models to review erro Provides the ability to handle multimedia, such as audio and video editing, playback, format conversion, also includes video filters, enhancements, and so on - [1000ri-jp/atsurae](https://github.com/1000ri-jp/atsurae) 🐍 ☁️ 🍎 🪟 🐧 - AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC). -- [AceDataCloud/SunoMCP](https://github.com/AceDataCloud/SunoMCP) [![AceDataCloud/MCPSuno MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno) 🐍 ☁️ - Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API. +- [AceDataCloud/MCPSuno](https://github.com/AceDataCloud/SunoMCP) [![AceDataCloud/MCPSuno MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno) 🐍 ☁️ - Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API. - [agenticdecks/deckrun-mcp](https://github.com/agenticdecks/deckrun-mcp) [![deckrun-mcp MCP server](https://glama.ai/mcp/servers/agenticdecks/deckrun-mcp/badges/score.svg)](https://glama.ai/mcp/servers/agenticdecks/deckrun-mcp) 🐍 ☁️ - Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free tier requires no API key or local install — add a URL to your IDE config and start generating. Paid tier adds video, audio, async jobs, and account tools. - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos. From c78a07195da2a54a1c3375b2e2d97ef3f0ec00aa Mon Sep 17 00:00:00 2001 From: johnny Date: Sat, 4 Apr 2026 23:14:00 +0900 Subject: [PATCH 031/214] =?UTF-8?q?Add=20gaudio-developers-mcp=20=E2=80=94?= =?UTF-8?q?=20Audio=20AI=20stem/DME=20separation=20&=20lyrics=20sync?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..63820449 100644 --- a/README.md +++ b/README.md @@ -1645,6 +1645,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. - [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. - [keiver/image-tiler-mcp-server](https://github.com/keiver/image-tiler-mcp-server) [![image-tiler-mcp-server MCP server](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server) 📇 🏠 🍎 🪟 🐧 - Full-resolution vision for LLMs. Tiles large images and captures web pages via Chrome CDP so vision models process every detail without downscaling. Generates interactive HTML tile previews. Supports Claude, OpenAI, Gemini presets with per-model token math and entropy-based tile classification. +- [gaudiolab-jp/gaudio-developers-mcp](https://github.com/gaudiolab-jp/gaudio-developers-mcp) [![gaudio-developers-mcp MCP server](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp) 📇 ☁️ 🍎 🪟 🐧 - Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separation (dialogue, music, effects), and AI lyrics sync. 7 tools, 11 models, supports WAV/FLAC/MP3/M4A/MOV/MP4. - [guimatheus92/mcp-video-analyzer](https://github.com/guimatheus92/mcp-video-analyzer) [![mcp-video-analyzer MCP server](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer/badges/score.svg)](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer) 📇 🏠 🍎 🪟 🐧 - MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required. - [pastorsimon1798/mcp-video](https://github.com/pastorsimon1798/mcp-video) [![pastorsimon1798/mcp-video MCP server](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video/badges/score.svg)](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video) 🐍 🏠 🍎 🪟 🐧 - Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client. - [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections. From 14c67e702857fca6e224284eb4a5ee61e0726a74 Mon Sep 17 00:00:00 2001 From: Conner Lambden Date: Mon, 9 Mar 2026 12:06:23 -0600 Subject: [PATCH 032/214] Add BGPT MCP to Research Made-with: Cursor --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..391b2197 100644 --- a/README.md +++ b/README.md @@ -1677,6 +1677,7 @@ MCP servers for real estate CRM, property management, and agent workflows. Tools for conducting research, surveys, interviews, and data collection. - [BrowseAI-HQ/BrowserAI-Dev](https://github.com/BrowseAI-HQ/BrowserAI-Dev) [![browse-ai MCP server](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai/badges/score.svg)](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai) 📇 ☁️ - Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK. +- [connerlambden/bgpt-mcp](https://github.com/connerlambden/bgpt-mcp) [![bgpt-mcp MCP server](https://glama.ai/mcp/servers/@connerlambden/bgpt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@connerlambden/bgpt-mcp) 📇 ☁️ - Search scientific papers with structured experimental data extracted from full-text studies. Returns 25+ fields per paper including methods, results, sample sizes, and quality scores. 50 free searches, then $0.01/result. - [Embassy-of-the-Free-Mind/sourcelibrary-v2](https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/tree/main/mcp-server) 📇 ☁️ - Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org) - [kimimgo/viznoir](https://github.com/kimimgo/viznoir) [![viznoir MCP server](https://glama.ai/mcp/servers/kimimgo/viznoir/badges/score.svg)](https://glama.ai/mcp/servers/kimimgo/viznoir) 🐍 🏠 🐧 - Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa. - [mnemox-ai/idea-reality-mcp](https://github.com/mnemox-ai/idea-reality-mcp) [![idea-reality-mcp MCP server](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints. From bd17f731bd1b27beff68367e25dc969757cf46f8 Mon Sep 17 00:00:00 2001 From: jeicob Date: Sun, 5 Apr 2026 23:17:46 +0200 Subject: [PATCH 033/214] Add rendoc MCP server to Workplace & Productivity --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 760338d0..609f3d5a 100644 --- a/README.md +++ b/README.md @@ -1980,6 +1980,7 @@ Interact with Git repositories and version control platforms. Enables repository - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events +- [yoryocoruxo-ai/rendoc-mcp-server](https://github.com/yoryocoruxo-ai/rendoc-mcp-server) [![rendoc MCP server](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server/badge)](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Generate professional PDF documents (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars markup via the [rendoc](https://rendoc.dev) API. 7 tools for document generation, template management, and usage tracking. - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. ### 🛠️ Other Tools and Integrations From 2665287ed293f20540a8b44dc5a98580b1bce49a Mon Sep 17 00:00:00 2001 From: jeicob Date: Sun, 5 Apr 2026 23:49:33 +0200 Subject: [PATCH 034/214] Use Glama score badge as requested by glama-check bot --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 609f3d5a..55f56aae 100644 --- a/README.md +++ b/README.md @@ -1980,7 +1980,7 @@ Interact with Git repositories and version control platforms. Enables repository - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events -- [yoryocoruxo-ai/rendoc-mcp-server](https://github.com/yoryocoruxo-ai/rendoc-mcp-server) [![rendoc MCP server](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server/badge)](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Generate professional PDF documents (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars markup via the [rendoc](https://rendoc.dev) API. 7 tools for document generation, template management, and usage tracking. +- [yoryocoruxo-ai/rendoc-mcp-server](https://github.com/yoryocoruxo-ai/rendoc-mcp-server) [![yoryocoruxo-ai/rendoc-mcp-server MCP server](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Generate professional PDF documents (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars markup via the [rendoc](https://rendoc.dev) API. 7 tools for document generation, template management, and usage tracking. - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. ### 🛠️ Other Tools and Integrations From 9d645fc26f20dddc161e7d860ff857e8d2138cf9 Mon Sep 17 00:00:00 2001 From: 0x-devc Date: Sun, 5 Apr 2026 22:57:02 +0100 Subject: [PATCH 035/214] Add Glama badge for MeshLedger --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c7737879..a33f0cfd 100644 --- a/README.md +++ b/README.md @@ -1198,7 +1198,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Mattbusel/Reddit-Options-Trader-ROT-](https://github.com/Mattbusel/Reddit-Options-Trader-ROT-) 🐍 ☁️ - The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required. - [mbrassey/solentic](https://github.com/mbrassey/solentic) [![solentic MCP server](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic/badges/score.svg)](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic) 📇 ☁️ - Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned transactions only, ~6% APY via Blueprint validator. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. -- - [MeshLedger/MeshLedger](https://github.com/MeshLedger/MeshLedger) 📇 ☁️ - AI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring, and TypeScript SDK. `npx @meshledger/mcp-server` +- [MeshLedger](https://github.com/MeshLedger/MeshLedger) - AI-to-AI marketplace with on-chain escrow [![MeshLedger/MeshLedger MCP server](https://glama.ai/mcp/servers/MeshLedger/MeshLedger/badges/score.svg)](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. - [mission69b/t2000](https://github.com/mission69b/t2000) [![mission69b/t2000 MCP server](https://glama.ai/mcp/servers/mission69b/t2000/badges/score.svg)](https://glama.ai/mcp/servers/mission69b/t2000) 📇 ☁️ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus. From bccfb7cbf2c1fa1832c1f25f4fd987f4a21008fa Mon Sep 17 00:00:00 2001 From: Ethan Baker Date: Sun, 5 Apr 2026 19:11:10 -0400 Subject: [PATCH 036/214] Add icon-composer-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..50ad582a 100644 --- a/README.md +++ b/README.md @@ -733,6 +733,7 @@ Tools and integrations that enhance the development workflow and environment man - [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations. - [CSCSoftware/AiDex](https://github.com/CSCSoftware/AiDex) 📇 🏠 🍎 🪟 🐧 - Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go. - [Elmoaid/TempoGraph](https://github.com/Elmoaid/TempoGraph) [![TempoGraph MCP server](https://glama.ai/mcp/servers/Elmoaid/TempoGraph/badges/score.svg)](https://glama.ai/mcp/servers/Elmoaid/TempoGraph) 🐍 🏠 🍎 🪟 🐧 - Code graph context engine with 24 MCP tools for structural code intelligence. Tree-sitter parsing for 170+ languages, dependency graphs, blast radius, hotspots, dead code, and adaptive context injection. Benchmarked +27% F1 on change-localization. +- [ethbak/icon-composer-mcp](https://github.com/ethbak/icon-composer-mcp) 📇 🏠 🍎 - CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export. - [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent. - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. From cc2b2c584fc60f3fdab591794bd42aeba5e81c34 Mon Sep 17 00:00:00 2001 From: Roman V Date: Sun, 5 Apr 2026 17:52:22 -0600 Subject: [PATCH 037/214] Add MCP Billing Gateway to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index df50b750..ec909939 100644 --- a/README.md +++ b/README.md @@ -676,6 +676,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### 💻 Developer Tools +- [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included. Tools and integrations that enhance the development workflow and environment management. From 99f677115ac62000086884e1a34d049621295c35 Mon Sep 17 00:00:00 2001 From: giskard09 Date: Sun, 5 Apr 2026 21:42:37 -0300 Subject: [PATCH 038/214] =?UTF-8?q?Add=20Giskard=20Oasis=20=E2=80=94=20con?= =?UTF-8?q?textual=20clarity=20MCP=20server=20for=20AI=20agents?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-Authored-By: Claude Opus 4.6 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..ec1e864f 100644 --- a/README.md +++ b/README.md @@ -1426,6 +1426,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [Cartisien/engram-mcp](https://github.com/Cartisien/engram-mcp) [![engram-mcp MCP server](https://glama.ai/mcp/servers/Cartisien/engram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Cartisien/engram-mcp) 📇 🏠 🍎 🪟 🐧 - Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client. - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. - [g1itchbot8888-del/agent-memory](https://github.com/g1itchbot8888-del/agent-memory) 🐍 🏠 - Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required. +- [giskard09/giskard-oasis](https://github.com/giskard09/giskard-oasis) [![giskard09/giskard-oasis MCP server](https://glama.ai/mcp/servers/giskard09/giskard-oasis/badges/score.svg)](https://glama.ai/mcp/servers/giskard09/giskard-oasis) 🐍 🏠 - A still point for AI agents in fog. When an agent loses its thread, Oasis distills its original purpose and returns clarity. Pay-per-use with Lightning or Arbitrum — karma discounts via ARGENTUM reputation. Self-hosted with phoenixd. - [ErebusEnigma/context-memory](https://github.com/ErebusEnigma/context-memory) 🐍 🏠 🍎 🪟 🐧 - Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard. - [For-Sunny/hebbian-mind-enterprise](https://github.com/For-Sunny/hebbian-mind-enterprise) [![hebbian-mind-enterprise MCP server](https://glama.ai/mcp/servers/For-Sunny/hebbian-mind-enterprise/badges/score.svg)](https://glama.ai/mcp/servers/For-Sunny/hebbian-mind-enterprise) 🐍 🏠 🍎 🪟 🐧 - Self-organizing neural graph memory with Hebbian learning for AI systems. Connections strengthen through co-activation and weaken through temporal decay. 118+ learning nodes, dual-write architecture, and sub-millisecond reads. - [evc-team-relay-mcp](https://github.com/entire-vc/evc-team-relay-mcp) [![evc-team-relay-mcp MCP server](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp) - Give AI agents read/write access to your Obsidian vault via MCP From be7f48eb46de9fe2199af2e939fbc39996ebbdcd Mon Sep 17 00:00:00 2001 From: Ethan Baker Date: Mon, 6 Apr 2026 12:00:03 -0400 Subject: [PATCH 039/214] add glama score badge to icon-composer-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 50ad582a..7b15504b 100644 --- a/README.md +++ b/README.md @@ -733,7 +733,7 @@ Tools and integrations that enhance the development workflow and environment man - [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations. - [CSCSoftware/AiDex](https://github.com/CSCSoftware/AiDex) 📇 🏠 🍎 🪟 🐧 - Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go. - [Elmoaid/TempoGraph](https://github.com/Elmoaid/TempoGraph) [![TempoGraph MCP server](https://glama.ai/mcp/servers/Elmoaid/TempoGraph/badges/score.svg)](https://glama.ai/mcp/servers/Elmoaid/TempoGraph) 🐍 🏠 🍎 🪟 🐧 - Code graph context engine with 24 MCP tools for structural code intelligence. Tree-sitter parsing for 170+ languages, dependency graphs, blast radius, hotspots, dead code, and adaptive context injection. Benchmarked +27% F1 on change-localization. -- [ethbak/icon-composer-mcp](https://github.com/ethbak/icon-composer-mcp) 📇 🏠 🍎 - CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export. +- [ethbak/icon-composer-mcp](https://github.com/ethbak/icon-composer-mcp) [![ethbak/icon-composer-mcp MCP server](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp) 📇 🏠 🍎 - CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export. - [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent. - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. From 1f178dd2e56debfd756e84eb873d6781a0c96018 Mon Sep 17 00:00:00 2001 From: Ethan Baker Date: Mon, 6 Apr 2026 12:07:28 -0400 Subject: [PATCH 040/214] update icon-composer-mcp description to mention Apple's Icon Composer --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7b15504b..31e63d2f 100644 --- a/README.md +++ b/README.md @@ -733,7 +733,7 @@ Tools and integrations that enhance the development workflow and environment man - [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations. - [CSCSoftware/AiDex](https://github.com/CSCSoftware/AiDex) 📇 🏠 🍎 🪟 🐧 - Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go. - [Elmoaid/TempoGraph](https://github.com/Elmoaid/TempoGraph) [![TempoGraph MCP server](https://glama.ai/mcp/servers/Elmoaid/TempoGraph/badges/score.svg)](https://glama.ai/mcp/servers/Elmoaid/TempoGraph) 🐍 🏠 🍎 🪟 🐧 - Code graph context engine with 24 MCP tools for structural code intelligence. Tree-sitter parsing for 170+ languages, dependency graphs, blast radius, hotspots, dead code, and adaptive context injection. Benchmarked +27% F1 on change-localization. -- [ethbak/icon-composer-mcp](https://github.com/ethbak/icon-composer-mcp) [![ethbak/icon-composer-mcp MCP server](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp) 📇 🏠 🍎 - CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export. +- [ethbak/icon-composer-mcp](https://github.com/ethbak/icon-composer-mcp) [![ethbak/icon-composer-mcp MCP server](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ethbak/icon-composer-mcp) 📇 🏠 🍎 - MCP server for Apple's Icon Composer: programmatically create .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for icon creation, glass effect tuning, dark mode appearances, and App Store export. - [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent. - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. From 7b7974cabc01eb4b3ef047c610049bdc5b369a42 Mon Sep 17 00:00:00 2001 From: Petar Georgiev Date: Mon, 2 Mar 2026 18:17:12 +0200 Subject: [PATCH 041/214] Add PostFast MCP to Social Media category PostFast MCP server enables scheduling and managing social media posts across 10 platforms via AI tools like Claude, Cursor, and VS Code. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..647133bd 100644 --- a/README.md +++ b/README.md @@ -1940,6 +1940,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering. - [MarceauSolutions/fitness-influencer-mcp](https://github.com/MarceauSolutions/fitness-influencer-mcp) 🐍 🏠 ☁️ - Fitness content creator workflow automation - video editing with jump cuts, revenue analytics, and branded content creation - [mikusnuz/meta-mcp](https://github.com/mikusnuz/meta-mcp) [![mikusnuz/meta-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/meta-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/meta-mcp) 📇 ☁️ - Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform — 57 tools for publishing, comments, insights, hashtags, DMs, and token management. +- [peturgeorgievv-factory/postfast-mcp](https://github.com/peturgeorgievv-factory/postfast-mcp) 📇 ☁️ - Schedule and manage social media posts across 10 platforms (Facebook, Instagram, X, TikTok, LinkedIn, YouTube, BlueSky, Threads, Pinterest, Telegram). Supports batch scheduling, media uploads, and platform-specific controls. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) 🐍 ☁️ - Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API. - [signal-found/sf-mcp](https://github.com/signal-found/sf-mcp) [![sf-mcp MCP server](https://glama.ai/mcp/servers/signal-found/sf-mcp/badges/score.svg)](https://glama.ai/mcp/servers/signal-found/sf-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to Signal Found's proprietary Reddit outreach network. Find prospects posting about problems your product solves, send personalized DMs at scale via your own Reddit account or a managed bot network of hundreds of accounts, and manage a full outreach CRM — all without leaving your AI client. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. From 7f842e892a0c40a2e867f79f7a6cc3f969af0f69 Mon Sep 17 00:00:00 2001 From: Petar Georgiev Date: Mon, 6 Apr 2026 23:16:12 +0300 Subject: [PATCH 042/214] Add Glama badge and update description for PostFast MCP --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 647133bd..b013c642 100644 --- a/README.md +++ b/README.md @@ -1940,7 +1940,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering. - [MarceauSolutions/fitness-influencer-mcp](https://github.com/MarceauSolutions/fitness-influencer-mcp) 🐍 🏠 ☁️ - Fitness content creator workflow automation - video editing with jump cuts, revenue analytics, and branded content creation - [mikusnuz/meta-mcp](https://github.com/mikusnuz/meta-mcp) [![mikusnuz/meta-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/meta-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/meta-mcp) 📇 ☁️ - Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform — 57 tools for publishing, comments, insights, hashtags, DMs, and token management. -- [peturgeorgievv-factory/postfast-mcp](https://github.com/peturgeorgievv-factory/postfast-mcp) 📇 ☁️ - Schedule and manage social media posts across 10 platforms (Facebook, Instagram, X, TikTok, LinkedIn, YouTube, BlueSky, Threads, Pinterest, Telegram). Supports batch scheduling, media uploads, and platform-specific controls. +- [peturgeorgievv-factory/postfast-mcp](https://github.com/peturgeorgievv-factory/postfast-mcp) [![postfast-mcp MCP server](https://glama.ai/mcp/servers/peturgeorgievv-factory/postfast-mcp/badges/score.svg)](https://glama.ai/mcp/servers/peturgeorgievv-factory/postfast-mcp) 📇 ☁️ - Schedule and manage social media posts across 10 platforms (Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Threads, Pinterest, Bluesky, Telegram) from any MCP-compatible AI assistant. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) 🐍 ☁️ - Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API. - [signal-found/sf-mcp](https://github.com/signal-found/sf-mcp) [![sf-mcp MCP server](https://glama.ai/mcp/servers/signal-found/sf-mcp/badges/score.svg)](https://glama.ai/mcp/servers/signal-found/sf-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to Signal Found's proprietary Reddit outreach network. Find prospects posting about problems your product solves, send personalized DMs at scale via your own Reddit account or a managed bot network of hundreds of accounts, and manage a full outreach CRM — all without leaving your AI client. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. From b14c74f1d0f905a97e02bc9cccb990941221af84 Mon Sep 17 00:00:00 2001 From: yeick010 Date: Mon, 6 Apr 2026 21:26:46 +0000 Subject: [PATCH 043/214] =?UTF-8?q?Add=20AgentShield=20MCP=20Server=20?= =?UTF-8?q?=E2=80=94=20DEX=20Oracle,=20escrow,=20insurance=20on=20Base=20(?= =?UTF-8?q?x402)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 73e5200c..5500263e 100644 --- a/README.md +++ b/README.md @@ -125,6 +125,8 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) +- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. + ### 🔗 Aggregators Servers for accessing many apps and tools through a single MCP server. From 65f2620c0235deae30a27c9a738d705315e4bf65 Mon Sep 17 00:00:00 2001 From: kenneives <101359438+kenneives@users.noreply.github.com> Date: Mon, 6 Apr 2026 18:38:50 -0700 Subject: [PATCH 044/214] Add agentgraph-trust to Security section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..bb18d097 100644 --- a/README.md +++ b/README.md @@ -1829,6 +1829,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. - [Acacian/aegis](https://github.com/Acacian/aegis) [![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. +- [agentgraph-co/agentgraph-trust](https://github.com/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. - [agentward-ai/agentward](https://github.com/agentward-ai/agentward) [![agent-ward MCP server](https://glama.ai/mcp/servers/agentward-ai/agent-ward/badges/score.svg)](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. - [vinaybhosle/agentstamp](https://github.com/vinaybhosle/agentstamp) [![vinaybhosle/agentstamp MCP server](https://glama.ai/mcp/servers/vinaybhosle/agentstamp/badges/score.svg)](https://glama.ai/mcp/servers/vinaybhosle/agentstamp) 📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments. From e7974adb129649611af241d68b8bff56b8e2d082 Mon Sep 17 00:00:00 2001 From: kenneives Date: Mon, 6 Apr 2026 19:48:54 -0700 Subject: [PATCH 045/214] Add Glama score badge per listing requirements --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bb18d097..b59be8d6 100644 --- a/README.md +++ b/README.md @@ -1829,7 +1829,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. - [Acacian/aegis](https://github.com/Acacian/aegis) [![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. -- [agentgraph-co/agentgraph-trust](https://github.com/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. +- [agentgraph-co/agentgraph-trust](https://github.com/agentgraph-co/agentgraph) [![agentgraph-co/agentgraph MCP server](https://glama.ai/mcp/servers/agentgraph-co/agentgraph/badges/score.svg)](https://glama.ai/mcp/servers/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. - [agentward-ai/agentward](https://github.com/agentward-ai/agentward) [![agent-ward MCP server](https://glama.ai/mcp/servers/agentward-ai/agent-ward/badges/score.svg)](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. - [vinaybhosle/agentstamp](https://github.com/vinaybhosle/agentstamp) [![vinaybhosle/agentstamp MCP server](https://glama.ai/mcp/servers/vinaybhosle/agentstamp/badges/score.svg)](https://glama.ai/mcp/servers/vinaybhosle/agentstamp) 📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments. From be27d65a09f208b93b527c5a66bf75d4307f5fcb Mon Sep 17 00:00:00 2001 From: Roman V Date: Mon, 6 Apr 2026 21:37:12 -0600 Subject: [PATCH 046/214] Add Glama badge, remove duplicate feedback-synthesis-mcp entry --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index ec909939..422b63a3 100644 --- a/README.md +++ b/README.md @@ -539,7 +539,6 @@ Provides access to customer profiles inside of customer data platforms - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client. - [saurabhsharma2u/search-console-mcp](https://github.com/saurabhsharma2u/search-console-mcp) - An MCP server to interact with Google Search Console and Bing Webmasters. -- [sapph1re/feedback-synthesis-mcp](https://github.com/sapph1re/feedback-synthesis-mcp) 🐍 ☁️ - Synthesize customer feedback from GitHub Issues, Hacker News, and App Store reviews into ranked pain clusters with evidence links and suggested actions. Pay-per-call ($0.01–$0.05) via x402 micropayments on Base — no signup required. ### 🗄️ Databases Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access. @@ -676,7 +675,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### 💻 Developer Tools -- [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included. +- [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) [![sapph1re/mcp-billing-gateway-sdk MCP server](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk/badges/score.svg)](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included. Tools and integrations that enhance the development workflow and environment management. From 44cda5cb95167f9d686c6c6b601ef822b1264963 Mon Sep 17 00:00:00 2001 From: hyuki0130 Date: Wed, 8 Apr 2026 02:20:16 +0900 Subject: [PATCH 048/214] Add zkproofport/proofport-ai (ZK proof generation MCP server) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..6b00ea68 100644 --- a/README.md +++ b/README.md @@ -1921,6 +1921,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [tponscr-debug/oracle-h-mcp](https://github.com/tponscr-debug/oracle-h-mcp) [![mcp-oracle-h MCP server](https://glama.ai/mcp/servers/tponscr-debug/mcp-oracle-h/badges/score.svg)](https://glama.ai/mcp/servers/tponscr-debug/mcp-oracle-h) 📇 ☁️ 🍎 🪟 🐧 - Mandatory human approval gate for autonomous AI agents. Intercepts critical, irreversible, or financially significant actions and routes them to a human via Telegram for real-time approve/reject. Raises workflow success probability from 81.5% to 99.6%. - [arthurpanhku/DocSentinel](https://github.com/arthurpanhku/DocSentinel) [![DocSentinel MCP server](https://glama.ai/mcp/servers/arthurpanhku/DocSentinel/badges/score.svg)](https://glama.ai/mcp/servers/arthurpanhku/DocSentinel) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations. - [urldna/mcp](https://github.com/urldna/mcp) [![urlDNA MCP server](https://glama.ai/mcp/servers/urldna/mcp/badges/score.svg)](https://glama.ai/mcp/servers/urldna/mcp) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for automated URL scanning and forensic phishing triage. Captures full DOM snapshots, network requests, and visual screenshots to identify malicious redirects and infrastructure. Supports historical threat hunting using Custom Query Language (CQL) to map actor patterns across millions of recorded scans. +- [zkproofport/proofport-ai](https://github.com/zkproofport/proofport-ai) 📇 ☁️ - Zero-knowledge proof generation MCP server for AI agents. Lets agents prove identity claims (Coinbase KYC, Country, Google OIDC, Google Workspace, Microsoft 365) without revealing personal information. Server-side proving in AWS Nitro Enclave TEE, paid via x402 USDC on Base. Built on Noir circuits (Aztec) and ERC-8004 agent identity. Reference application [OpenStoa](https://github.com/zkproofport/openstoa) won 1st place at The Synthesis Hackathon ("Agents That Keep Secrets" track). ### 🌐 Social Media From 603d1b616f824bb8d96a6d921d2f9d165a1d2a94 Mon Sep 17 00:00:00 2001 From: codeislaw101 <39257132+codeislaw101@users.noreply.github.com> Date: Tue, 7 Apr 2026 11:40:08 -0700 Subject: [PATCH 049/214] Add Katzilla data API server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..13b718c9 100644 --- a/README.md +++ b/README.md @@ -158,6 +158,7 @@ Servers for accessing many apps and tools through a single MCP server. - [Jovancoding/Network-AI](https://github.com/Jovancoding/Network-AI) [![network](https://glama.ai/mcp/servers/Jovancoding/network-ai/badges/score.svg)](https://glama.ai/mcp/servers/Jovancoding/network-ai) 📇 🏠 🍎 🪟 🐧 - Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`. - [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. +- [katzilla](https://www.npmjs.com/package/@katzilla/mcp) 📇 ☁️ 🍎 🪟 🐧 - Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. From 433b1c5e3684f99564613c11e11b693371c8476a Mon Sep 17 00:00:00 2001 From: codeislaw101 <39257132+codeislaw101@users.noreply.github.com> Date: Tue, 7 Apr 2026 13:06:23 -0700 Subject: [PATCH 050/214] Update Katzilla link to GitHub repo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 13b718c9..ef171b5d 100644 --- a/README.md +++ b/README.md @@ -158,7 +158,7 @@ Servers for accessing many apps and tools through a single MCP server. - [Jovancoding/Network-AI](https://github.com/Jovancoding/Network-AI) [![network](https://glama.ai/mcp/servers/Jovancoding/network-ai/badges/score.svg)](https://glama.ai/mcp/servers/Jovancoding/network-ai) 📇 🏠 🍎 🪟 🐧 - Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`. - [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. -- [katzilla](https://www.npmjs.com/package/@katzilla/mcp) 📇 ☁️ 🍎 🪟 🐧 - Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`. +- [codeislaw101/katzilla](https://github.com/codeislaw101/katzilla) 📇 ☁️ 🍎 🪟 🐧 - Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. From eb1cd44de850485f6049f35679cfe8f610f71fc4 Mon Sep 17 00:00:00 2001 From: DanE Date: Tue, 7 Apr 2026 14:25:04 -0700 Subject: [PATCH 051/214] Add Rendex MCP Server to Browser Automation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..91ba5347 100644 --- a/README.md +++ b/README.md @@ -322,6 +322,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [![snaprender-mcp MCP server](https://glama.ai/mcp/servers/@User0856/snaprender-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) 📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. +- [copperline-labs/rendex-mcp](https://github.com/copperline-labs/rendex-mcp) 📇 ☁️ - Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included. - [webdriverio/mcp](https://github.com/webdriverio/mcp) [![mcp MCP server](https://glama.ai/mcp/servers/webdriverio/mcp/badges/score.svg)](https://glama.ai/mcp/servers/webdriverio/mcp) 📇 🏠 - Browser and mobile app automation using WebdriverIO, enabling AI agents to control browsers, interact with web elements, and automate native Android and iOS apps via the WebDriver and Appium protocols. - [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. - [PrinceGabriel-lgtm/freshcontext-mcp](https://github.com/PrinceGabriel-lgtm/freshcontext-mcp) [![freshcontext-mcp MCP server](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp) ☁️ 🏠 - Real-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how old it is. From 4830d6bda7448fef61a4234d79afee86c920d17c Mon Sep 17 00:00:00 2001 From: Sarvesh Chidambaram <149986191+sarveshsea@users.noreply.github.com> Date: Wed, 8 Apr 2026 10:03:10 -0500 Subject: [PATCH 052/214] =?UTF-8?q?feat:=20add=20sarveshsea/m-moire=20?= =?UTF-8?q?=E2=80=94=20Figma=20design=20intelligence=20+=20MCP=20server?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..56ffad60 100644 --- a/README.md +++ b/README.md @@ -925,6 +925,7 @@ Tools and integrations that enhance the development workflow and environment man - [rsdouglas/janee](https://github.com/rsdouglas/janee) 📇 🏠 🍎 🪟 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly. - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. +- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) 📇 🏠 🍎 🐧 🪟 - AI-native design intelligence engine. Pulls design tokens, components, and styles from Figma via WebSocket bridge or REST API. Generates React + TypeScript + Tailwind code using shadcn/ui following atomic design. Bidirectional Figma↔code sync. 20 tools, 3 resources. - [saurav61091/mcp-openapi](https://github.com/saurav61091/mcp-openapi) [![saurav61091/mcp-openapi MCP server](https://glama.ai/mcp/servers/saurav61091/mcp-openapi/badges/score.svg)](https://glama.ai/mcp/servers/saurav61091/mcp-openapi) 📇 ☁️ 🏠 - Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. From 0a114dd6158533a239da2abdbc58ded3d45702f2 Mon Sep 17 00:00:00 2001 From: Sarvesh Chidambaram <149986191+sarveshsea@users.noreply.github.com> Date: Wed, 8 Apr 2026 10:14:33 -0500 Subject: [PATCH 053/214] Add sarveshsea/m-moire MCP server entry --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 56ffad60..cbd5fc7a 100644 --- a/README.md +++ b/README.md @@ -925,7 +925,7 @@ Tools and integrations that enhance the development workflow and environment man - [rsdouglas/janee](https://github.com/rsdouglas/janee) 📇 🏠 🍎 🪟 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly. - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. -- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) 📇 🏠 🍎 🐧 🪟 - AI-native design intelligence engine. Pulls design tokens, components, and styles from Figma via WebSocket bridge or REST API. Generates React + TypeScript + Tailwind code using shadcn/ui following atomic design. Bidirectional Figma↔code sync. 20 tools, 3 resources. +- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) - AI-native design intelligence engine. Connects to Figma via WebSocket or REST API. Pulls design tokens, generates React + TypeScript + Tailwind (shadcn/ui) code, bidirectional sync. 20 MCP tools, 3 resources. - [saurav61091/mcp-openapi](https://github.com/saurav61091/mcp-openapi) [![saurav61091/mcp-openapi MCP server](https://glama.ai/mcp/servers/saurav61091/mcp-openapi/badges/score.svg)](https://glama.ai/mcp/servers/saurav61091/mcp-openapi) 📇 ☁️ 🏠 - Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. @@ -2281,3 +2281,4 @@ Now Claude can answer questions about writing MCP servers and how they work Star History Chart + From 10b1783b9e53efb7140c90aedc30c5e3fbebfe49 Mon Sep 17 00:00:00 2001 From: "meacheal.ai" <108908657+meacheal-ai@users.noreply.github.com> Date: Wed, 8 Apr 2026 23:35:32 +0800 Subject: [PATCH 054/214] =?UTF-8?q?Add=20MRC=20Data=20=E2=80=94=20China's?= =?UTF-8?q?=20apparel=20supply=20chain=20MCP=20server?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..89247e75 100644 --- a/README.md +++ b/README.md @@ -700,6 +700,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) 📇 ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation. +- [meacheal-ai/mrc-data](https://github.com/meacheal-ai/mrc-data) 📇 ☁️ - China's apparel supply chain data for AI agents. 1,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters with AATCC / ISO / GB lab-test verification. - [meal-inc/bonnard-cli](https://github.com/meal-inc/bonnard-cli) 📇 ☁️ - Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water. - [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents - [Osseni94/oyemi-mcp](https://github.com/Osseni94/oyemi-mcp) 🐍 🏠 - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies. From 4955be3627df9abe8b1ed691cf3726580c5ea426 Mon Sep 17 00:00:00 2001 From: jessicarumbelow Date: Wed, 8 Apr 2026 11:12:27 -0700 Subject: [PATCH 055/214] =?UTF-8?q?Add=20Disco=20=E2=80=94=20automated=20s?= =?UTF-8?q?cientific=20discovery=20from=20tabular=20data?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..7196a40c 100644 --- a/README.md +++ b/README.md @@ -1021,6 +1021,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [Daichi-Kudo/llm-advisor-mcp](https://github.com/Daichi-Kudo/llm-advisor-mcp) [![Daichi-Kudo/llm-advisor-mcp MCP server](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp) 📇 ☁️ 🍎 🪟 🐧 - Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required. - [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing. - [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter. +- [Disco](https://github.com/leap-laboratories/discovery-engine) [![smithery badge](https://smithery.ai/badge/discovery-engine)](https://smithery.ai/server/discovery-engine) 🐍 ☁️ - Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data. - [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments. - [gpartin/WaveGuardClient](https://github.com/gpartin/WaveGuardClient) [![WaveGuard MCP server](https://glama.ai/mcp/servers/WaveGuard/badges/score.svg)](https://glama.ai/mcp/servers/WaveGuard) 🐍 ☁️ 🍎 🪟 🐧 - Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection. - [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows. From 9c47eb59e7d2e353c717aa3ee2452c9cfb4f93ae Mon Sep 17 00:00:00 2001 From: Thom Ives Date: Wed, 8 Apr 2026 16:27:09 -0600 Subject: [PATCH 056/214] Fix typo (extra dash) and update to 240+ countries with metadata --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 960cc698..5b5b28ad 100644 --- a/README.md +++ b/README.md @@ -1352,7 +1352,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra - [mahdin75/gis-mcp](https://github.com/mahdin75/gis-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations. - [matbel91765/gis-mcp-server](https://github.com/matbel91765/gis-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage) - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details -- - [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 70+ countries. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. +- [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. - [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. From 0dd1ab42bf0668f56bd79adfd501959e591c0264 Mon Sep 17 00:00:00 2001 From: talhademirel Date: Thu, 9 Apr 2026 03:16:23 +0300 Subject: [PATCH 057/214] Add demwick/polymarket-trader-mcp to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..5e43d2d7 100644 --- a/README.md +++ b/README.md @@ -1159,6 +1159,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [![de-bridge MCP server](https://glama.ai/mcp/servers/@debridge-finance/de-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. - [debtstack-ai/debtstack-python](https://github.com/debtstack-ai/debtstack-python) 🐍 ☁️ - Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing. +- [demwick/polymarket-trader-mcp](https://github.com/demwick/polymarket-trader-mcp) [![polymarket-trader-mcp MCP server](https://glama.ai/mcp/servers/demwick/polymarket-trader-mcp/badges/score.svg)](https://glama.ai/mcp/servers/demwick/polymarket-trader-mcp) 📇 🏠 - 49-tool Polymarket prediction market suite for AI agents. Direct trading, smart money flow detection, copy trading with auto-monitor, backtesting, arbitrage scanning, portfolio optimization, and real-time WebSocket price streaming. Preview mode for simulation, live mode for real orders. - [OSOJDJD/deeplook](https://github.com/OSOJDJD/deeplook) [![OSOJDJD/deeplook MCP server](https://glama.ai/mcp/servers/OSOJDJD/deeplook/badges/score.svg)](https://glama.ai/mcp/servers/OSOJDJD/deeplook) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Free company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies. - [dan1d/dolar-mcp](https://github.com/dan1d/dolar-mcp) [![dolar-mcp MCP server](https://glama.ai/mcp/servers/dan1d/dolar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/dolar-mcp) 📇 ☁️ - Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP, CCL, crypto, tarjeta — plus currency conversion and spread calculator. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more. From b7b99aa70d0d5f97ab3c089b11bc8aa72bfbd983 Mon Sep 17 00:00:00 2001 From: Chris Date: Thu, 9 Apr 2026 16:56:21 +1000 Subject: [PATCH 058/214] Add malamutemayhem/unclick-agent-native-endpoints to Aggregators --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..d25590ca 100644 --- a/README.md +++ b/README.md @@ -160,6 +160,7 @@ Servers for accessing many apps and tools through a single MCP server. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. +- [malamutemayhem/unclick-agent-native-endpoints](https://github.com/malamutemayhem/unclick-agent-native-endpoints) 📇 🏠 🍎 🪟 🐧 - 110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. `npx @unclick/mcp-server` - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. - [MikkoParkkola/mcp-gateway](https://github.com/MikkoParkkola/mcp-gateway) [![MikkoParkkola/mcp-gateway MCP server](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway/badges/score.svg)](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway) 🏎️ 🏠 🍎 🪟 🐧 - Universal MCP gateway with single-port multiplexing and Meta-MCP. 4 meta-tools replace 100+ registrations, saving 95% context window. Hot-reloadable capabilities, OpenAPI auto-import, 42 starter capabilities (25 zero-config). From 992b3837ec0e6043886927942d1e48ba3655e31f Mon Sep 17 00:00:00 2001 From: Andrew Schreiber Date: Thu, 9 Apr 2026 23:21:44 -0400 Subject: [PATCH 059/214] Add Desktop Insights MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..fea22b79 100644 --- a/README.md +++ b/README.md @@ -737,6 +737,7 @@ Tools and integrations that enhance the development workflow and environment man - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control. +- [andrewschreiber/desktopinsights-mcp](https://github.com/andrewschreiber/desktopinsights-mcp) 📇 ☁️ 🍎 🪟 🐧 - Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API. - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status. - [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages. From 78b057f7b2e58431e5cd4809907c829fd6d4266c Mon Sep 17 00:00:00 2001 From: Etienne Chollet Date: Fri, 10 Apr 2026 00:46:49 -0400 Subject: [PATCH 060/214] =?UTF-8?q?Add=20ontomics=20MCP=20=F0=9F=A4=96?= =?UTF-8?q?=F0=9F=A4=96=F0=9F=A4=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Added new developer tools to enhance workflow and environment management. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..36fad7df 100644 --- a/README.md +++ b/README.md @@ -713,6 +713,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. Tools and integrations that enhance the development workflow and environment management. +- [EtienneChollet/ontomics](https://github.com/EtienneChollet/ontomics) 🦀 🏠 🍎 🐧 - Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries. - [LWTlong/ai-dev-analytics](https://github.com/LWTlong/ai-dev-analytics) [![glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules. - [3KniGHtcZ/codebeamer-mcp](https://github.com/3KniGHtcZ/codebeamer-mcp) [![codebeamer-mcp MCP server](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. From 3310c3d6136ff284f9da9eea0310615829a3c997 Mon Sep 17 00:00:00 2001 From: Rainer Kormann Date: Fri, 10 Apr 2026 13:03:27 +0200 Subject: [PATCH 061/214] =?UTF-8?q?Add=20Cosmergon=20=E2=80=94=20living=20?= =?UTF-8?q?economy=20MCP=20server=20for=20AI=20agents?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..2008c922 100644 --- a/README.md +++ b/README.md @@ -1368,6 +1368,7 @@ Integration with gaming related data, game engines, and services - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - [razz-games/razz-mcp](https://github.com/razz-games/razz-mcp) [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/score.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) 📇 ☁️ - Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering for any AI agent. [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/card.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) +- [rkocosmergon/cosmergon-agent](https://github.com/rkocosmergon/cosmergon-agent) 🐍 ☁️ - Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools. - [sonirico/mcp-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine. - [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. From fa9704e9733116ad9039ed8d0153917dd539e184 Mon Sep 17 00:00:00 2001 From: connerlambden Date: Fri, 10 Apr 2026 15:12:39 -0600 Subject: [PATCH 062/214] Add Helium MCP Server to Finance & Fintech Helium MCP provides real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-powered options pricing, balanced news synthesis, live market data, and semantic meme search. 9 tools. 50 free queries, no signup needed. Repository: https://github.com/connerlambden/helium-mcp Made-with: Cursor --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..d58ec026 100644 --- a/README.md +++ b/README.md @@ -1155,6 +1155,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks - [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol. - [conviction-fm/conviction-mcp](https://github.com/abcxz/conviction-fm) [![abcxz/conviction-fm MCP server](https://glama.ai/mcp/servers/abcxz/conviction-fm/badges/score.svg)](https://glama.ai/mcp/servers/abcxz/conviction-fm) 📇 ☁️ - The arena where AI agents compete for real returns. Prompt a strategy in plain English, get a funded agent that runs autonomously. Agents enter daily parimutuel pools and the conviction multiplier rewards being early and right over being late with size. +- [connerlambden/helium-mcp](https://github.com/connerlambden/helium-mcp) 📇 ☁️ - Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-powered options pricing, balanced news synthesis, live market data, and meme search. 9 tools. 50 free queries, no signup needed. - [dan1d/cobroya](https://github.com/dan1d/mercadopago-tool) [![cobroya MCP server](https://glama.ai/mcp/servers/dan1d/cobroya/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/cobroya) 📇 ☁️ 🍎 🪟 🐧 - Mercado Pago payments for AI agents — create payment links, search payments, and issue refunds. Built for LATAM merchants. - [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [![de-bridge MCP server](https://glama.ai/mcp/servers/@debridge-finance/de-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. From 5c16fb34b2be0e3498d9350a0a7323393f74ee8c Mon Sep 17 00:00:00 2001 From: Muhannad Alsabbagh Date: Fri, 10 Apr 2026 21:03:11 -0400 Subject: [PATCH 063/214] Add git-context-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..3f6bedde 100644 --- a/README.md +++ b/README.md @@ -872,6 +872,7 @@ Tools and integrations that enhance the development workflow and environment man - [getmockd/mockd](https://github.com/getmockd/mockd) [![mockd MCP server](https://glama.ai/mcp/servers/getmockd/mockd/badges/score.svg)](https://glama.ai/mcp/servers/getmockd/mockd) 🏎️ 🏠 🍎 🪟 🐧 - Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with chaos engineering, stateful CRUD, 8 import formats (OpenAPI, Postman, HAR, WireMock, cURL, Mockoon, WSDL), and deterministic seeded responses. - [mockherodev/mcp-server](https://github.com/dinosaur24/mockhero/tree/main/packages/mcp-server) [![mockhero MCP server](https://glama.ai/mcp/servers/dinosaur24/mockhero/badges/score.svg)](https://glama.ai/mcp/servers/dinosaur24/mockhero) 🏠 - Generate realistic synthetic test data via MCP. 156 field types, 22 locales, relational data, sub-50ms responses. Free tier: 1,000 records/day. - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. +- [muhannad-hash/git-context-mcp](https://github.com/muhannad-hash/git-context-mcp) 📇 🏠 🍎 🪟 🐧 - Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools: blame context, commit story, file history, commit search, and file contributors. `npx git-context-mcp` - [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images. - [n8daniels/RulesetMCP](https://github.com/n8daniels/RulesetMCP) 📇 🏠 - Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files. - [Souzix76/n8n-workflow-tester-safe](https://github.com/Souzix76/n8n-workflow-tester-safe) [![n8n-workflow-tester-safe MCP server](https://glama.ai/mcp/servers/Souzix76/n8n-workflow-tester-safe/badges/score.svg)](https://glama.ai/mcp/servers/Souzix76/n8n-workflow-tester-safe) 📇 🏠 - Test, score, and inspect n8n workflows via MCP. Config-driven test suites with two-tier scoring, lightweight execution traces, and a built-in node catalog with 436+ nodes. From aa5c48ba43d3804bf67fbe5a44f443746c940ac2 Mon Sep 17 00:00:00 2001 From: Yakuphan Yucel Date: Sat, 11 Apr 2026 06:22:21 +0300 Subject: [PATCH 064/214] Add yakuphanycl/instinct to Knowledge & Memory Self-learning memory MCP server with confidence-based pattern promotion. Published on PyPI and registered in the MCP Registry. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..58411855 100644 --- a/README.md +++ b/README.md @@ -1513,6 +1513,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [whynowlab/jarvis-orb](https://github.com/whynowlab/jarvis-orb) [![whynowlab/jarvis-orb MCP server](https://glama.ai/mcp/servers/whynowlab/jarvis-orb/badges/score.svg)](https://glama.ai/mcp/servers/whynowlab/jarvis-orb) 🐍 🏠 - Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb. - [teolex2020/AuraSDK](https://github.com/teolex2020/AuraSDK) [![teolex2020-aurasdk MCP server](https://glama.ai/mcp/servers/teolex2020-aurasdk/badges/score.svg)](https://glama.ai/mcp/servers/teolex2020-aurasdk) 🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted. - [arthurpanhku/Arthor-Agent](https://github.com/arthurpanhku/Arthor-Agent) [![arthor-agent MCP server](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent/badges/score.svg)](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent) 🐍 🏠 ☁️ - ... +- [yakuphanycl/instinct](https://github.com/yakuphanycl/instinct) 🐍 🏠 🍎 🪟 🐧 - Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes; confidence-based promotion (hits ≥5 → mature, ≥10 → rule) so agents stop repeating mistakes without explicit instruction. SQLite-backed, project-aware, zero external deps. Works with Claude Code, Cursor, Windsurf, Goose, Codex. Published on PyPI as `instinct-mcp` and registered in the MCP Registry. ### ⚖️ Legal From c2ac0ab100e6a34dad2032b4261f091c4f031f17 Mon Sep 17 00:00:00 2001 From: = <=> Date: Sat, 11 Apr 2026 16:50:37 +0900 Subject: [PATCH 065/214] Add CodeSafer to Security section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..53a9b9e6 100644 --- a/README.md +++ b/README.md @@ -1869,6 +1869,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. - [goklab/guardvibe](https://github.com/goklab/guardvibe) [![MCP Server](https://glama.ai/mcp/servers/goklab/guardvibe/badge)](https://glama.ai/mcp/servers/goklab/guardvibe) 📇 🏠 🍎 🪟 🐧 - Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally. +- [CodeSafer](https://github.com/goldmembrane/cleaner-code) 📇 🏠 🍎 🪟 🐧 - AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [I4cTime/quantum_ring](https://github.com/I4cTime/quantum_ring) [![I4cTime/quantum_ring MCP server](https://glama.ai/mcp/servers/I4cTime/quantum_ring/badges/score.svg)](https://glama.ai/mcp/servers/I4cTime/quantum_ring) 📇 🏠 🍎 🪟 🐧 - Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation. From 7bb2dcd0c538f77a0ed37b47f53b16a3e864fdc3 Mon Sep 17 00:00:00 2001 From: sathya-sankaran <107943759+sathya-sankaran@users.noreply.github.com> Date: Sat, 11 Apr 2026 23:13:06 +0530 Subject: [PATCH 066/214] Add mdshare to Workplace & Productivity --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..11a963a9 100644 --- a/README.md +++ b/README.md @@ -2076,6 +2076,7 @@ Interact with Git repositories and version control platforms. Enables repository - [twtrubiks/odoo19-mcp-server](https://github.com/twtrubiks/odoo19-mcp-server) [![twtrubiks/odoo19-mcp-server MCP server](https://glama.ai/mcp/servers/twtrubiks/odoo19-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/twtrubiks/odoo19-mcp-server) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRUD operations, model inspection, and user/company context with readonly mode and delete confirmation safety. - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. +- [urbanmorph/mdshare](https://github.com/urbanmorph/mdshare) 📇 ☁️ - Markdown collaboration for AI workflows. Share markdown instantly via public links with four permission levels (admin, edit, comment, view), inline comments anchored to text, real-time WebSocket sync, and version history. Free, no login. `npx mdshare-mcp` lets AI agents read docs, review comments, incorporate feedback, and resolve threads — the full review loop without copy-pasting between tools. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events From db8a7875caf7f01b978fd35c784ab791d0d24800 Mon Sep 17 00:00:00 2001 From: juanatsap Date: Sat, 11 Apr 2026 21:08:51 +0100 Subject: [PATCH 067/214] Add drolosoft/immich-photo-manager to Multimedia Process --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..d13c5998 100644 --- a/README.md +++ b/README.md @@ -1641,6 +1641,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language +- [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Intelligent photo management for self-hosted Immich — AI-powered search via CLIP, geographic album curation, library cleanup, duplicate detection with perceptual hashing, and interactive HTML galleries. 21 MCP tools and 11 skills. - [quietnotion/barevalue-mcp](https://github.com/quietnotion/barevalue-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation. - [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. - [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. From da11656c81f1cd5dc1914c1e8ff242179c3131c5 Mon Sep 17 00:00:00 2001 From: PyMlandBeyond Date: Sat, 11 Apr 2026 15:48:26 -0700 Subject: [PATCH 068/214] Add metabase-mcp to Data Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..cc596c62 100644 --- a/README.md +++ b/README.md @@ -686,6 +686,7 @@ Secure database access with schema inspection capabilities. Enables querying and Data Platforms for data integration, transformation and pipeline orchestration. +- [1luvc0d3/metabase-mcp](https://github.com/1luvc0d3/metabase-mcp) 📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging. - [carrierone/verilexdata-mcp](https://github.com/carrierone/verilexdata-mcp) [![carrierone/verilexdata-mcp MCP server](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp/badges/score.svg)](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp) 📇 ☁️ - 20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402 pay-per-query with USDC. Free stats/sample endpoints, MCP + HTTP transport. - [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai. - [avisangle/method-crm-mcp](https://github.com/avisangle/method-crm-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP). From ace37816f8481f25436a112e91d4ee07cdf3dc40 Mon Sep 17 00:00:00 2001 From: juanatsap Date: Sun, 12 Apr 2026 02:56:35 +0100 Subject: [PATCH 069/214] refine: benefit-driven language, mention full plugin scope --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d13c5998..700696ca 100644 --- a/README.md +++ b/README.md @@ -1641,7 +1641,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language -- [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Intelligent photo management for self-hosted Immich — AI-powered search via CLIP, geographic album curation, library cleanup, duplicate detection with perceptual hashing, and interactive HTML galleries. 21 MCP tools and 11 skills. +- [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands. - [quietnotion/barevalue-mcp](https://github.com/quietnotion/barevalue-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation. - [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. - [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. From b590faa8a717249d38c0548cde12ad75b3a6549f Mon Sep 17 00:00:00 2001 From: RJ Lopez Date: Sat, 11 Apr 2026 22:44:28 -0500 Subject: [PATCH 070/214] feat: add omega-brain-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..25632a22 100644 --- a/README.md +++ b/README.md @@ -973,6 +973,7 @@ Tools and integrations that enhance the development workflow and environment man - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - [VikrantSingh01/adaptive-cards-mcp](https://github.com/VikrantSingh01/adaptive-cards-mcp) [![adaptive-cards-mcp MCP server](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` +- [VrtxOmega/omega-brain-mcp](https://github.com/VrtxOmega/omega-brain-mcp) 🐍 🏠 🍎 🪟 🐧 - Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations. - [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. - [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services. - [wn01011/llm-token-tracker](https://github.com/wn01011/llm-token-tracker) 📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models From 48d264d6ae7fb528dc8b3315e231e0420d7ef669 Mon Sep 17 00:00:00 2001 From: Test Date: Sun, 12 Apr 2026 10:54:40 +0200 Subject: [PATCH 071/214] Add better-bear MCP server for Bear notes --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..238a2431 100644 --- a/README.md +++ b/README.md @@ -2077,6 +2077,7 @@ Interact with Git repositories and version control platforms. Enables repository - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. +- [mreider/better-bear](https://github.com/mreider/better-bear-cli/tree/main/mcp-server) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. From 259a0f46537d873ac670369a4fc7abb564c7077a Mon Sep 17 00:00:00 2001 From: Talha Demirel <79982521+demwick@users.noreply.github.com> Date: Sun, 12 Apr 2026 15:48:29 +0300 Subject: [PATCH 072/214] chore: rename polymarket-trader-mcp to polymarket-agent-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5e43d2d7..850ea6e2 100644 --- a/README.md +++ b/README.md @@ -1159,7 +1159,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [![de-bridge MCP server](https://glama.ai/mcp/servers/@debridge-finance/de-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. - [debtstack-ai/debtstack-python](https://github.com/debtstack-ai/debtstack-python) 🐍 ☁️ - Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing. -- [demwick/polymarket-trader-mcp](https://github.com/demwick/polymarket-trader-mcp) [![polymarket-trader-mcp MCP server](https://glama.ai/mcp/servers/demwick/polymarket-trader-mcp/badges/score.svg)](https://glama.ai/mcp/servers/demwick/polymarket-trader-mcp) 📇 🏠 - 49-tool Polymarket prediction market suite for AI agents. Direct trading, smart money flow detection, copy trading with auto-monitor, backtesting, arbitrage scanning, portfolio optimization, and real-time WebSocket price streaming. Preview mode for simulation, live mode for real orders. +- [demwick/polymarket-agent-mcp](https://github.com/demwick/polymarket-agent-mcp) [![polymarket-agent-mcp MCP server](https://glama.ai/mcp/servers/demwick/polymarket-agent-mcp/badges/score.svg)](https://glama.ai/mcp/servers/demwick/polymarket-agent-mcp) 📇 🏠 - 49-tool Polymarket prediction market suite for AI agents. Direct trading, smart money flow detection, copy trading with auto-monitor, backtesting, arbitrage scanning, portfolio optimization, and real-time WebSocket price streaming. Preview mode for simulation, live mode for real orders. - [OSOJDJD/deeplook](https://github.com/OSOJDJD/deeplook) [![OSOJDJD/deeplook MCP server](https://glama.ai/mcp/servers/OSOJDJD/deeplook/badges/score.svg)](https://glama.ai/mcp/servers/OSOJDJD/deeplook) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Free company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies. - [dan1d/dolar-mcp](https://github.com/dan1d/dolar-mcp) [![dolar-mcp MCP server](https://glama.ai/mcp/servers/dan1d/dolar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/dolar-mcp) 📇 ☁️ - Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP, CCL, crypto, tarjeta — plus currency conversion and spread calculator. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more. From ff0b64ab80bd8b001af91dea803481651e2c638b Mon Sep 17 00:00:00 2001 From: Achilles1089 <159672025+Achilles1089@users.noreply.github.com> Date: Sun, 12 Apr 2026 13:30:53 -0400 Subject: [PATCH 073/214] =?UTF-8?q?Add=20Pentagonal=20=E2=80=94=20AI=20sma?= =?UTF-8?q?rt=20contract=20security=20forge?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..5f2c2565 100644 --- a/README.md +++ b/README.md @@ -1889,6 +1889,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. - [operantlabs/operant-mcp](https://github.com/operantlabs/operant-mcp) [![operant-mcp MCP server](https://glama.ai/mcp/servers/operantlabs/operant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/operantlabs/operant-mcp) 📇 ☁️ 🏠 - Security testing MCP server with 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. +- [Pentagonal-ai/pentagonal](https://github.com/Pentagonal-ai/pentagonal) 📇 ☁️ - AI-powered smart contract security forge with 8-agent adversarial pen test. Generate, audit, fix, and compile contracts across 8 chains (Ethereum, Solana, Polygon, Base, Arbitrum, Optimism, BSC, Avalanche). Token intelligence with honeypot detection. x402 USDC payments for autonomous agents. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. - [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) 🦀 🏠 🍎 🪟 🐧 - A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application. - [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. From 4fa5dcdef3e785b398f75cce6ec691c3936624c9 Mon Sep 17 00:00:00 2001 From: 123Ergo Date: Sun, 12 Apr 2026 15:04:05 -0400 Subject: [PATCH 074/214] Add new security tools to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..d2794c09 100644 --- a/README.md +++ b/README.md @@ -1824,6 +1824,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### 🔒 Security +- [123Ergo/unphurl-mcp](https://github.com/123Ergo/unphurl-mcp) 📇 ☁️ - URL intelligence for AI agents. 13 tools for security signals and data quality: redirect behaviour, brand impersonation detection, domain age, SSL validation, parked detection, URL structural analysis, DNS enrichment. - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. - [82ch/MCP-Dandan](https://github.com/82ch/MCP-Dandan) 🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines. - [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. From 577753856aaa3ee4491e1a4e2df057c00caaf3ff Mon Sep 17 00:00:00 2001 From: vdmeu Date: Sun, 12 Apr 2026 20:37:47 +0100 Subject: [PATCH 075/214] Add @registrum/mcp with Glama score badge --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..ed74f7b2 100644 --- a/README.md +++ b/README.md @@ -1306,6 +1306,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. - [refined-element/lightning-enable-mcp](https://github.com/refined-element/lightning-enable-mcp) [![lightning-enable-mcp MCP server](https://glama.ai/mcp/servers/@refined-element/lightning-enable-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@refined-element/lightning-enable-mcp) 🐍 ☁️ 🏠 - Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create invoices, check balances, and access L402 paywalled APIs. Supports Strike, OpenNode, NWC wallets. - [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments. +- [vdmeu/registrum-mcp](https://github.com/vdmeu/registrum-mcp) 📇 ☁️ - UK Companies House data via the Registrum API — search companies, get enriched profiles, structured financials parsed from iXBRL filings, director history, and corporate network graphs. [![vdmeu/registrum-mcp MCP server](https://glama.ai/mcp/servers/vdmeu/registrum-mcp/badges/score.svg)](https://glama.ai/mcp/servers/vdmeu/registrum-mcp) - [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network. - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. From 7a64c92fbda007a13e245b2055c1fea65b95815c Mon Sep 17 00:00:00 2001 From: Belle Date: Mon, 13 Apr 2026 05:36:03 +0800 Subject: [PATCH 076/214] feat: add ViralTransformer to Social Media section Added ViralTransformer MCP server for automated viral content generation. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 73e5200c..614b25e7 100644 --- a/README.md +++ b/README.md @@ -1928,6 +1928,8 @@ Integration with social media platforms to allow posting, analytics, and interac - [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities. - [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places. +- [BelleKou/mcp-viral-transformer](https://github.com/BelleKou/mcp-viral-transformer) 🐍 🏠 - Turn any URL into viral social media posts. Features a "remake" command to generate high-conversion drafts instantly. +- [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics... - [checkra1neth/xbird](https://github.com/checkra1neth/xbird-skill) 📇 ☁️ 🏠 🍎 🪟 🐧 - Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments. - [conorbronsdon/substack-mcp](https://github.com/conorbronsdon/substack-mcp) [![substack-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp) 📇 ☁️ - MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts. - [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client. From 33e40d84db6749a4fc9db7b7bdac2a6da30141c8 Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 09:01:28 +0900 Subject: [PATCH 077/214] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 49e0427e..3c990a78 100644 --- a/README.md +++ b/README.md @@ -708,6 +708,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [saikiyusuke/registep-mcp](https://github.com/saikiyusuke/registep-mcp) 📇 ☁️ - AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features. - [vikramgorla/mcp-swiss](https://github.com/vikramgorla/mcp-swiss) [![mcp-swiss](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss/badges/score.svg)](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss) 📇 ☁️ - 68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required. - [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. +- [networklytics-mcp](https://pypi.org/project/networklytics-mcp/) - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents ### 💻 Developer Tools From fc609a4fa2e5b152c849f0c0c6f2a292cf46f0a2 Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 09:03:13 +0900 Subject: [PATCH 078/214] Update README-ko.md --- README-ko.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README-ko.md b/README-ko.md index 4d53b99f..1c8a3b03 100644 --- a/README-ko.md +++ b/README-ko.md @@ -220,6 +220,7 @@ 데이터 통합, 변환 및 파이프라인 오케스트레이션을 위한 데이터 플랫폼. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Flowcore와 상호 작용하여 작업을 수행하고, 데이터를 수집하고, 데이터 코어나 공개 데이터 코어에 있는 모든 데이터를 분석, 교차 참조하고 활용할 수 있습니다. 이 모든 작업은 인간 언어를 사용합니다. +- [networklytics-mcp](https://pypi.org/project/networklytics-mcp/) - YouTube 댓글 소셜 네트워크 분석(SNA): 인플루언서 중심성 순위, 커뮤니티 감지(Louvain), 감성 분석, AI 에이전트용 공개 JSON API ### 🗄️ 데이터베이스 From e387f3a11358a18b7df80f5d41ca2ac263244a33 Mon Sep 17 00:00:00 2001 From: connerlambden Date: Sun, 12 Apr 2026 17:11:45 -0700 Subject: [PATCH 079/214] Add Glama badge to Helium MCP entry Made-with: Cursor --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d58ec026..ceb62d7e 100644 --- a/README.md +++ b/README.md @@ -1155,7 +1155,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks - [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol. - [conviction-fm/conviction-mcp](https://github.com/abcxz/conviction-fm) [![abcxz/conviction-fm MCP server](https://glama.ai/mcp/servers/abcxz/conviction-fm/badges/score.svg)](https://glama.ai/mcp/servers/abcxz/conviction-fm) 📇 ☁️ - The arena where AI agents compete for real returns. Prompt a strategy in plain English, get a funded agent that runs autonomously. Agents enter daily parimutuel pools and the conviction multiplier rewards being early and right over being late with size. -- [connerlambden/helium-mcp](https://github.com/connerlambden/helium-mcp) 📇 ☁️ - Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-powered options pricing, balanced news synthesis, live market data, and meme search. 9 tools. 50 free queries, no signup needed. +- [connerlambden/helium-mcp](https://github.com/connerlambden/helium-mcp) [![helium-mcp MCP server](https://glama.ai/mcp/servers/connerlambden/helium-mcp/badges/score.svg)](https://glama.ai/mcp/servers/connerlambden/helium-mcp) 📇 ☁️ - Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-powered options pricing, balanced news synthesis, live market data, and meme search. 9 tools. 50 free queries, no signup needed. - [dan1d/cobroya](https://github.com/dan1d/mercadopago-tool) [![cobroya MCP server](https://glama.ai/mcp/servers/dan1d/cobroya/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/cobroya) 📇 ☁️ 🍎 🪟 🐧 - Mercado Pago payments for AI agents — create payment links, search payments, and issue refunds. Built for LATAM merchants. - [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [![de-bridge MCP server](https://glama.ai/mcp/servers/@debridge-finance/de-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. From 2e81c188fc813438a4320c5ff6d583374ea48f4b Mon Sep 17 00:00:00 2001 From: 0x-devc Date: Mon, 13 Apr 2026 01:17:58 +0100 Subject: [PATCH 080/214] Adding emojies --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a33f0cfd..f83268d8 100644 --- a/README.md +++ b/README.md @@ -1198,7 +1198,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Mattbusel/Reddit-Options-Trader-ROT-](https://github.com/Mattbusel/Reddit-Options-Trader-ROT-) 🐍 ☁️ - The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required. - [mbrassey/solentic](https://github.com/mbrassey/solentic) [![solentic MCP server](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic/badges/score.svg)](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic) 📇 ☁️ - Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned transactions only, ~6% APY via Blueprint validator. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. -- [MeshLedger](https://github.com/MeshLedger/MeshLedger) - AI-to-AI marketplace with on-chain escrow [![MeshLedger/MeshLedger MCP server](https://glama.ai/mcp/servers/MeshLedger/MeshLedger/badges/score.svg)](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) +- [MeshLedger/MeshLedger](https://github.com/MeshLedger/MeshLedger) [![MeshLedger/MeshLedger MCP server](https://glama.ai/mcp/servers/MeshLedger/MeshLedger/badges/score.svg)](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) 🟡 ☁️ - AI-to-AI marketplace with on-chain escrow - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. - [mission69b/t2000](https://github.com/mission69b/t2000) [![mission69b/t2000 MCP server](https://glama.ai/mcp/servers/mission69b/t2000/badges/score.svg)](https://glama.ai/mcp/servers/mission69b/t2000) 📇 ☁️ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus. From 0fb4f0d2db870e0c4129f1e1dce8380e22670b0c Mon Sep 17 00:00:00 2001 From: = <=> Date: Mon, 13 Apr 2026 11:16:55 +0900 Subject: [PATCH 081/214] Fix entry name to owner/repo format and add Glama badge - Change [CodeSafer] to [goldmembrane/cleaner-code] - Add Glama score badge after GitHub link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 53a9b9e6..1ea993da 100644 --- a/README.md +++ b/README.md @@ -1869,7 +1869,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. - [goklab/guardvibe](https://github.com/goklab/guardvibe) [![MCP Server](https://glama.ai/mcp/servers/goklab/guardvibe/badge)](https://glama.ai/mcp/servers/goklab/guardvibe) 📇 🏠 🍎 🪟 🐧 - Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally. -- [CodeSafer](https://github.com/goldmembrane/cleaner-code) 📇 🏠 🍎 🪟 🐧 - AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier. +- [goldmembrane/cleaner-code](https://github.com/goldmembrane/cleaner-code) [![cleaner-code MCP server](https://glama.ai/mcp/servers/goldmembrane/cleaner-code/badges/score.svg)](https://glama.ai/mcp/servers/goldmembrane/cleaner-code) 📇 🏠 🍎 🪟 🐧 - AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [I4cTime/quantum_ring](https://github.com/I4cTime/quantum_ring) [![I4cTime/quantum_ring MCP server](https://glama.ai/mcp/servers/I4cTime/quantum_ring/badges/score.svg)](https://glama.ai/mcp/servers/I4cTime/quantum_ring) 📇 🏠 🍎 🪟 🐧 - Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation. From eb9fc339f6573e0d35050c8df749a0f1a2d1374a Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 13:04:55 +0900 Subject: [PATCH 082/214] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 3c990a78..91c560e8 100644 --- a/README.md +++ b/README.md @@ -708,7 +708,8 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [saikiyusuke/registep-mcp](https://github.com/saikiyusuke/registep-mcp) 📇 ☁️ - AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features. - [vikramgorla/mcp-swiss](https://github.com/vikramgorla/mcp-swiss) [![mcp-swiss](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss/badges/score.svg)](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss) 📇 ☁️ - 68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required. - [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. -- [networklytics-mcp](https://pypi.org/project/networklytics-mcp/) - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents +- [networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents + ### 💻 Developer Tools From 5a22ea01bf6501b87792ba0af5df8aac8957da0b Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 13:06:49 +0900 Subject: [PATCH 083/214] Update README-ko.md --- README-ko.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README-ko.md b/README-ko.md index 1c8a3b03..9f47d6f4 100644 --- a/README-ko.md +++ b/README-ko.md @@ -220,7 +220,8 @@ 데이터 통합, 변환 및 파이프라인 오케스트레이션을 위한 데이터 플랫폼. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Flowcore와 상호 작용하여 작업을 수행하고, 데이터를 수집하고, 데이터 코어나 공개 데이터 코어에 있는 모든 데이터를 분석, 교차 참조하고 활용할 수 있습니다. 이 모든 작업은 인간 언어를 사용합니다. -- [networklytics-mcp](https://pypi.org/project/networklytics-mcp/) - YouTube 댓글 소셜 네트워크 분석(SNA): 인플루언서 중심성 순위, 커뮤니티 감지(Louvain), 감성 분석, AI 에이전트용 공개 JSON API +- [networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) - YouTube 댓글 소셜 네트워크 분석(SNA): 인플루언서 중심성 순위, 커뮤니티 감지(Louvain), 감성 분석, AI 에이전트용 공개 JSON API + ### 🗄️ 데이터베이스 From 4dcd59fb04e23712c4c89d2bb9d080b9d8f850aa Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 13:10:06 +0900 Subject: [PATCH 084/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 91c560e8..9359d791 100644 --- a/README.md +++ b/README.md @@ -708,7 +708,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [saikiyusuke/registep-mcp](https://github.com/saikiyusuke/registep-mcp) 📇 ☁️ - AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features. - [vikramgorla/mcp-swiss](https://github.com/vikramgorla/mcp-swiss) [![mcp-swiss](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss/badges/score.svg)](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss) 📇 ☁️ - 68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required. - [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. -- [networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents +- [Leekangbum/networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) 🐍 - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents From 1110ff79b1b82ea357659fd9825e9e053310e923 Mon Sep 17 00:00:00 2001 From: Leekangbum Date: Mon, 13 Apr 2026 13:11:40 +0900 Subject: [PATCH 085/214] Update README-ko.md --- README-ko.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README-ko.md b/README-ko.md index 9f47d6f4..8a91169e 100644 --- a/README-ko.md +++ b/README-ko.md @@ -220,7 +220,7 @@ 데이터 통합, 변환 및 파이프라인 오케스트레이션을 위한 데이터 플랫폼. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Flowcore와 상호 작용하여 작업을 수행하고, 데이터를 수집하고, 데이터 코어나 공개 데이터 코어에 있는 모든 데이터를 분석, 교차 참조하고 활용할 수 있습니다. 이 모든 작업은 인간 언어를 사용합니다. -- [networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) - YouTube 댓글 소셜 네트워크 분석(SNA): 인플루언서 중심성 순위, 커뮤니티 감지(Louvain), 감성 분석, AI 에이전트용 공개 JSON API +-- [Leekangbum/networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) 🐍 - YouTube 댓글 소셜 네트워크 분석(SNA): 인플루언서 중심성 순위, 커뮤니티 감지(Louvain), 감성 분석, AI 에이전트용 공개 JSON API From bfc1928ce1df203ccf9a1762c9fd632d8ba176ec Mon Sep 17 00:00:00 2001 From: ladourv <111649204+ladourv@users.noreply.github.com> Date: Mon, 13 Apr 2026 03:21:32 +0200 Subject: [PATCH 086/214] Add NexusFeed ABC liquor license compliance MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..1d081248 100644 --- a/README.md +++ b/README.md @@ -1537,6 +1537,7 @@ Access to legal information, legislation, and legal databases. Enables AI models - [ark-forge/mcp-eu-ai-act](https://github.com/ark-forge/mcp-eu-ai-act) [![mcp-eu-ai-act MCP server](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act/badges/score.svg)](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act) 📇 ☁️ - EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance. - [buildsyncinc/gibs-mcp](https://github.com/buildsyncinc/gibs-mcp) 🐍 ☁️ - Regulatory compliance (AI Act, GDPR, DORA) with article-level citations - [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - An MCP server that provides comprehensive US legislation. +- [NexusFeed/nexusfeed-mcp](https://github.com/NexusFeed/nexusfeed-mcp) [![nexusfeed-mcp MCP server](https://glama.ai/mcp/servers/dev.nexusfeed.api/nexus-feed-abc-license-compliance/badges/score.svg)](https://glama.ai/mcp/connectors/dev.nexusfeed.api/nexus-feed-abc-license-compliance) 🐍 ☁️ - US state ABC liquor license compliance lookup (CA, TX, NY, FL) — search by trade name, owner, or license number and verify status, expiration, and address against state portals. Every response includes a verifiability block with extraction confidence and source URL. - [open-agreements/open-agreements](https://github.com/open-agreements/open-agreements) [![open-agreements/open-agreements MCP server](https://glama.ai/mcp/servers/open-agreements/open-agreements/badges/score.svg)](https://glama.ai/mcp/servers/open-agreements/open-agreements) 📇 🏠 ☁️ 🍎 🐧 🪟 - Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files. - [philrox/ris-mcp-ts](https://github.com/philrox/ris-mcp-ts) [![philrox/ris-mcp-ts MCP server](https://glama.ai/mcp/servers/philrox/ris-mcp-ts/badges/score.svg)](https://glama.ai/mcp/servers/philrox/ris-mcp-ts) 📇 ☁️ - Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools. From 1417a114a4b3b1a81902967b3e876341ac449279 Mon Sep 17 00:00:00 2001 From: ladourv <111649204+ladourv@users.noreply.github.com> Date: Mon, 13 Apr 2026 07:29:45 +0200 Subject: [PATCH 087/214] Use Glama server badge URL per maintainer triage nudge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1d081248..abf7ce34 100644 --- a/README.md +++ b/README.md @@ -1537,7 +1537,7 @@ Access to legal information, legislation, and legal databases. Enables AI models - [ark-forge/mcp-eu-ai-act](https://github.com/ark-forge/mcp-eu-ai-act) [![mcp-eu-ai-act MCP server](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act/badges/score.svg)](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act) 📇 ☁️ - EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance. - [buildsyncinc/gibs-mcp](https://github.com/buildsyncinc/gibs-mcp) 🐍 ☁️ - Regulatory compliance (AI Act, GDPR, DORA) with article-level citations - [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - An MCP server that provides comprehensive US legislation. -- [NexusFeed/nexusfeed-mcp](https://github.com/NexusFeed/nexusfeed-mcp) [![nexusfeed-mcp MCP server](https://glama.ai/mcp/servers/dev.nexusfeed.api/nexus-feed-abc-license-compliance/badges/score.svg)](https://glama.ai/mcp/connectors/dev.nexusfeed.api/nexus-feed-abc-license-compliance) 🐍 ☁️ - US state ABC liquor license compliance lookup (CA, TX, NY, FL) — search by trade name, owner, or license number and verify status, expiration, and address against state portals. Every response includes a verifiability block with extraction confidence and source URL. +- [NexusFeed/nexusfeed-mcp](https://github.com/NexusFeed/nexusfeed-mcp) [![NexusFeed/nexusfeed-mcp MCP server](https://glama.ai/mcp/servers/NexusFeed/nexusfeed-mcp/badges/score.svg)](https://glama.ai/mcp/servers/NexusFeed/nexusfeed-mcp) 🐍 ☁️ - US state ABC liquor license compliance lookup (CA, TX, NY, FL) — search by trade name, owner, or license number and verify status, expiration, and address against state portals. Every response includes a verifiability block with extraction confidence and source URL. - [open-agreements/open-agreements](https://github.com/open-agreements/open-agreements) [![open-agreements/open-agreements MCP server](https://glama.ai/mcp/servers/open-agreements/open-agreements/badges/score.svg)](https://glama.ai/mcp/servers/open-agreements/open-agreements) 📇 🏠 ☁️ 🍎 🐧 🪟 - Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files. - [philrox/ris-mcp-ts](https://github.com/philrox/ris-mcp-ts) [![philrox/ris-mcp-ts MCP server](https://glama.ai/mcp/servers/philrox/ris-mcp-ts/badges/score.svg)](https://glama.ai/mcp/servers/philrox/ris-mcp-ts) 📇 ☁️ - Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools. From 6ab306b96154b4215718c4c2efefe99e1ba2ca04 Mon Sep 17 00:00:00 2001 From: rainer Date: Mon, 13 Apr 2026 07:46:35 +0200 Subject: [PATCH 088/214] Add Glama badge to Cosmergon entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2008c922..830f8d58 100644 --- a/README.md +++ b/README.md @@ -1368,7 +1368,7 @@ Integration with gaming related data, game engines, and services - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - [razz-games/razz-mcp](https://github.com/razz-games/razz-mcp) [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/score.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) 📇 ☁️ - Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering for any AI agent. [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/card.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) -- [rkocosmergon/cosmergon-agent](https://github.com/rkocosmergon/cosmergon-agent) 🐍 ☁️ - Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed. +- [rkocosmergon/cosmergon-agent](https://github.com/rkocosmergon/cosmergon-agent) [![badge](https://glama.ai/mcp/servers/rkocosmergon%2Fcosmergon-agent/badge?type=score)](https://glama.ai/mcp/servers/rkocosmergon/cosmergon-agent) 🐍 ☁️ - Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools. - [sonirico/mcp-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine. - [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. From 61e12ba75ace7262efa8ae99123d5e59e26d804e Mon Sep 17 00:00:00 2001 From: PyMlandBeyond Date: Sun, 12 Apr 2026 22:56:53 -0700 Subject: [PATCH 089/214] Add Glama badge per maintainer request --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cc596c62..41d653a1 100644 --- a/README.md +++ b/README.md @@ -686,7 +686,7 @@ Secure database access with schema inspection capabilities. Enables querying and Data Platforms for data integration, transformation and pipeline orchestration. -- [1luvc0d3/metabase-mcp](https://github.com/1luvc0d3/metabase-mcp) 📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging. +- [1luvc0d3/metabase-mcp](https://github.com/1luvc0d3/metabase-mcp) [![1luvc0d3/metabase-mcp MCP server](https://glama.ai/mcp/servers/1luvc0d3/metabase-mcp/badges/score.svg)](https://glama.ai/mcp/servers/1luvc0d3/metabase-mcp) 📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging. - [carrierone/verilexdata-mcp](https://github.com/carrierone/verilexdata-mcp) [![carrierone/verilexdata-mcp MCP server](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp/badges/score.svg)](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp) 📇 ☁️ - 20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402 pay-per-query with USDC. Free stats/sample endpoints, MCP + HTTP transport. - [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai. - [avisangle/method-crm-mcp](https://github.com/avisangle/method-crm-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP). From e5988066019a1e26a16e6b882216491af94bc8af Mon Sep 17 00:00:00 2001 From: bakyang2 Date: Mon, 13 Apr 2026 15:32:09 +0900 Subject: [PATCH 090/214] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..7201e90b 100644 --- a/README.md +++ b/README.md @@ -1142,6 +1142,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) 🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. - [autonsol/sol-mcp](https://github.com/autonsol/sol-mcp) [![sol-mcp MCP server](https://glama.ai/mcp/servers/autonsol/sol-mcp/badges/score.svg)](https://glama.ai/mcp/servers/autonsol/sol-mcp) 📇 ☁️ - Solana token risk scoring and pump.fun graduation signals. Score any token by mint address (0-100 risk, risk_label, holder concentration, liquidity), detect graduation momentum (buy/sell ratio, velocity), and query trust attestations. Live API. Freemium — 4 free tools, PRO via x402 micropayments ($0.01/call USDC). - [azeth-protocol/mcp-server](https://github.com/azeth-protocol/mcp-server) [![mcp-azeth MCP server](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth/badges/score.svg)](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth) 📇 ☁️ - Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents. +- [bakyang2/kr-crypto-intelligence](https://github.com/bakyang2/kr-crypto-intelligence) 🐍 ☁️ - Korean crypto market data + AI analysis for trading agents. 7 tools: AI market read ($0.10, 9 data sources + Claude AI signal), Kimchi Premium, stablecoin premium, Upbit/Bithumb prices, USD/KRW FX rate. Pay-per-use via x402 on Base/Solana. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information - [bolivian-peru/baozi-mcp](https://github.com/bolivian-peru/baozi-mcp) 📇 ☁️ - 68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet](https://baozi.bet) — browse markets, place bets, claim winnings, create markets, and earn affiliate commissions. - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations From f29e05a63382bae758f6e64a9a58f0038059b58e Mon Sep 17 00:00:00 2001 From: Luiz Eduardo Date: Mon, 13 Apr 2026 03:34:54 -0300 Subject: [PATCH 091/214] Add LuizEduPP/rememb to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..bbf616ac 100644 --- a/README.md +++ b/README.md @@ -1470,6 +1470,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [KVANTRA-dev/NOUZ-MCP](https://github.com/KVANTRA-dev/NOUZ-MCP) [![NOUZ-MCP MCP server](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP/badges/score.svg)](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP) 🐍 🏠 🍎 🪟 🐧 - Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up core_mix aggregation, semantic bridge discovery, and drift detection. `pip install nouz-mcp` - [linxule/lotus-wisdom-mcp](https://github.com/linxule/lotus-wisdom-mcp) 📇 🏠 ☁️ - Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker. - [louis030195/easy-obsidian-mcp](https://github.com/louis030195/easy-obsidian-mcp) 📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access. +- [LuizEduPP/rememb](https://github.com/LuizEduPP/Rememb) 🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required. - [lyonzin/knowledge-rag](https://github.com/lyonzin/knowledge-rag) [![lyonzin/knowledge-rag MCP server](https://glama.ai/mcp/servers/lyonzin/knowledge-rag/badges/score.svg)](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers. - [mattjoyce/mcp-persona-sessions](https://github.com/mattjoyce/mcp-persona-sessions) 🐍 🏠 - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools. - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf From d4b065e2c75a75daa5ca02fe43185d365e553082 Mon Sep 17 00:00:00 2001 From: bakyang2 Date: Mon, 13 Apr 2026 15:40:58 +0900 Subject: [PATCH 092/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7201e90b..b849a9aa 100644 --- a/README.md +++ b/README.md @@ -1142,7 +1142,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) 🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. - [autonsol/sol-mcp](https://github.com/autonsol/sol-mcp) [![sol-mcp MCP server](https://glama.ai/mcp/servers/autonsol/sol-mcp/badges/score.svg)](https://glama.ai/mcp/servers/autonsol/sol-mcp) 📇 ☁️ - Solana token risk scoring and pump.fun graduation signals. Score any token by mint address (0-100 risk, risk_label, holder concentration, liquidity), detect graduation momentum (buy/sell ratio, velocity), and query trust attestations. Live API. Freemium — 4 free tools, PRO via x402 micropayments ($0.01/call USDC). - [azeth-protocol/mcp-server](https://github.com/azeth-protocol/mcp-server) [![mcp-azeth MCP server](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth/badges/score.svg)](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth) 📇 ☁️ - Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents. -- [bakyang2/kr-crypto-intelligence](https://github.com/bakyang2/kr-crypto-intelligence) 🐍 ☁️ - Korean crypto market data + AI analysis for trading agents. 7 tools: AI market read ($0.10, 9 data sources + Claude AI signal), Kimchi Premium, stablecoin premium, Upbit/Bithumb prices, USD/KRW FX rate. Pay-per-use via x402 on Base/Solana. +- [bakyang2/kr-crypto-intelligence](https://github.com/bakyang2/kr-crypto-intelligence) [![bakyang2/kr-crypto-intelligence MCP server](https://glama.ai/mcp/servers/bakyang2/kr-crypto-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/bakyang2/kr-crypto-intelligence) 🐍 ☁️ - Korean crypto market data + AI analysis for trading agents. 7 tools: AI market read ($0.10, 9 data sources + Claude AI signal), Kimchi Premium, stablecoin premium, Upbit/Bithumb prices, USD/KRW FX rate. Pay-per-use via x402 on Base/Solana. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information - [bolivian-peru/baozi-mcp](https://github.com/bolivian-peru/baozi-mcp) 📇 ☁️ - 68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet](https://baozi.bet) — browse markets, place bets, claim winnings, create markets, and earn affiliate commissions. - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations From d0b8fc539ad36d4c5bcb3eeb8d7020765407daf4 Mon Sep 17 00:00:00 2001 From: Luiz Eduardo Date: Mon, 13 Apr 2026 03:41:49 -0300 Subject: [PATCH 093/214] Add Glama badge for LuizEduPP/rememb --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bbf616ac..7f00c12b 100644 --- a/README.md +++ b/README.md @@ -1470,7 +1470,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [KVANTRA-dev/NOUZ-MCP](https://github.com/KVANTRA-dev/NOUZ-MCP) [![NOUZ-MCP MCP server](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP/badges/score.svg)](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP) 🐍 🏠 🍎 🪟 🐧 - Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up core_mix aggregation, semantic bridge discovery, and drift detection. `pip install nouz-mcp` - [linxule/lotus-wisdom-mcp](https://github.com/linxule/lotus-wisdom-mcp) 📇 🏠 ☁️ - Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker. - [louis030195/easy-obsidian-mcp](https://github.com/louis030195/easy-obsidian-mcp) 📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access. -- [LuizEduPP/rememb](https://github.com/LuizEduPP/Rememb) 🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required. +- [LuizEduPP/rememb](https://github.com/LuizEduPP/Rememb) [![rememb MCP server](https://glama.ai/mcp/servers/LuizEduPP/Rememb/badges/score.svg)](https://glama.ai/mcp/servers/LuizEduPP/Rememb) 🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required. - [lyonzin/knowledge-rag](https://github.com/lyonzin/knowledge-rag) [![lyonzin/knowledge-rag MCP server](https://glama.ai/mcp/servers/lyonzin/knowledge-rag/badges/score.svg)](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers. - [mattjoyce/mcp-persona-sessions](https://github.com/mattjoyce/mcp-persona-sessions) 🐍 🏠 - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools. - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf From 829b157982b29f65b1a5604738d0fe37941c7af7 Mon Sep 17 00:00:00 2001 From: Maxim Naumov Date: Mon, 13 Apr 2026 10:38:03 +0300 Subject: [PATCH 094/214] Add heor-agent-mcp to Biology, Medicine and Bioinformatics --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..9273c9af 100644 --- a/README.md +++ b/README.md @@ -265,6 +265,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library. - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. +- [neptun2000/heor-agent-mcp](https://github.com/neptun2000/heor-agent-mcp) 📇 ☁️ - HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources (PubMed, NICE, CADTH, ICER, etc.), cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for pharmaceutical and biotech teams. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. From de997a70f836c13d6807780ba34dc8b30d2204bf Mon Sep 17 00:00:00 2001 From: Open Source Developer <157736138+TempDev123@users.noreply.github.com> Date: Mon, 13 Apr 2026 12:02:42 +0300 Subject: [PATCH 095/214] Add Platfone MCP server MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds Platfone MCP server — virtual phone number platform for AI agents. Rent numbers across 200+ countries, receive incoming SMS, and manage the full activation lifecycle. - **npm**: `@platfone/mcp` - **Hosted endpoint**: `https://mcp.platfone.com/mcp` - **GitHub**: https://github.com/platfone-com/mcp - **Docs**: https://platfone.com/docs/mcp/ - **Transport**: stdio + HTTP (streamable-http) - **Tools**: `list_countries`, `list_services`, `order_number`, `check_sms`, `cancel_activation`, `get_balance` --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..0a092ab3 100644 --- a/README.md +++ b/README.md @@ -537,6 +537,7 @@ Integration with communication platforms for message management and channel oper - [overpod/mcp-telegram](https://github.com/overpod/mcp-telegram) [![mcp-telegram MCP server](https://glama.ai/mcp/servers/overpod/mcp-telegram/badges/score.svg)](https://glama.ai/mcp/servers/overpod/mcp-telegram) 📇 🏠 🍎 🪟 🐧 - Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com. - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings. - [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app). +- [platfone-com/mcp](https://github.com/platfone-com/mcp) 📇 ☁️ 🏠 - Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle. Supports stdio and HTTP transport. - [PostcardBot/mcp-server](https://github.com/PostcardBot/mcp-server) [![postcardbot-mcp-server MCP server](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server) 📇 ☁️ - Send real physical postcards worldwide via AI agents. Bulk send up to 500 recipients. Volume pricing from $0.72/card. - [PaSympa/discord-mcp](https://github.com/PaSympa/discord-mcp) [![PaSympa/discord-mcp MCP server](https://glama.ai/mcp/servers/PaSympa/discord-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PaSympa/discord-mcp) 📇 🏠 🍎 🪟 🐧 - Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, forums, webhooks, and moderation. - [Py2755/aiogram-mcp](https://github.com/Py2755/aiogram-mcp) [![aiogram-mcp MCP server](https://glama.ai/mcp/servers/Py2755/aiogram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Py2755/aiogram-mcp) 🐍 ☁️ - MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging. From f9dc443d04b7f0082b804002c7ddf3b0f628e95c Mon Sep 17 00:00:00 2001 From: Open Source Developer <157736138+TempDev123@users.noreply.github.com> Date: Mon, 13 Apr 2026 13:53:09 +0300 Subject: [PATCH 096/214] Add Glama badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0a092ab3..71e0827c 100644 --- a/README.md +++ b/README.md @@ -537,7 +537,7 @@ Integration with communication platforms for message management and channel oper - [overpod/mcp-telegram](https://github.com/overpod/mcp-telegram) [![mcp-telegram MCP server](https://glama.ai/mcp/servers/overpod/mcp-telegram/badges/score.svg)](https://glama.ai/mcp/servers/overpod/mcp-telegram) 📇 🏠 🍎 🪟 🐧 - Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com. - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings. - [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app). -- [platfone-com/mcp](https://github.com/platfone-com/mcp) 📇 ☁️ 🏠 - Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle. Supports stdio and HTTP transport. +- [platfone-com/mcp](https://github.com/platfone-com/mcp) [![platfone-com/mcp MCP server](https://glama.ai/mcp/servers/platfone-com/mcp/badges/score.svg)](https://glama.ai/mcp/servers/platfone-com/mcp) 📇 ☁️ 🏠 - Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle. Supports stdio and HTTP transport. - [PostcardBot/mcp-server](https://github.com/PostcardBot/mcp-server) [![postcardbot-mcp-server MCP server](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server) 📇 ☁️ - Send real physical postcards worldwide via AI agents. Bulk send up to 500 recipients. Volume pricing from $0.72/card. - [PaSympa/discord-mcp](https://github.com/PaSympa/discord-mcp) [![PaSympa/discord-mcp MCP server](https://glama.ai/mcp/servers/PaSympa/discord-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PaSympa/discord-mcp) 📇 🏠 🍎 🪟 🐧 - Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, forums, webhooks, and moderation. - [Py2755/aiogram-mcp](https://github.com/Py2755/aiogram-mcp) [![aiogram-mcp MCP server](https://glama.ai/mcp/servers/Py2755/aiogram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Py2755/aiogram-mcp) 🐍 ☁️ - MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging. From 0eab13f99f2eb59469d04d46b60d5762098f527b Mon Sep 17 00:00:00 2001 From: yeick010 Date: Mon, 13 Apr 2026 11:44:38 +0000 Subject: [PATCH 097/214] Add Glama badge to AgentShield MCP entry Added Glama quality/security badge after GitHub URL as required by listing guidelines. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5500263e..288ae64a 100644 --- a/README.md +++ b/README.md @@ -125,7 +125,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) -- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. +- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. ### 🔗 Aggregators From fc1360f8dedb30e927e2648254cb1961b09f90b2 Mon Sep 17 00:00:00 2001 From: Test Date: Mon, 13 Apr 2026 13:45:34 +0200 Subject: [PATCH 098/214] Add Glama badge to better-bear entry Co-Authored-By: Claude Opus 4.6 (1M context) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 238a2431..b190e450 100644 --- a/README.md +++ b/README.md @@ -2077,7 +2077,7 @@ Interact with Git repositories and version control platforms. Enables repository - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. -- [mreider/better-bear](https://github.com/mreider/better-bear-cli/tree/main/mcp-server) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. +- [mreider/better-bear](https://github.com/mreider/better-bear-cli/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/mreider/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/mreider/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. From 160e18a34abc6e10348219abe41890ca666c1e7f Mon Sep 17 00:00:00 2001 From: yeick010 Date: Mon, 13 Apr 2026 11:47:31 +0000 Subject: [PATCH 099/214] Move AgentShield entry to Finance & Fintech section (alphabetical order) Moved entry from top of file to correct category section, placed alphabetically between yamariki-hub and xpaysh. --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index 288ae64a..6357f2e6 100644 --- a/README.md +++ b/README.md @@ -124,9 +124,6 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🏢 - [Workplace & Productivity](#workplace-and-productivity) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) - -- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. - ### 🔗 Aggregators Servers for accessing many apps and tools through a single MCP server. @@ -1334,6 +1331,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features. - [yamariki-hub/japan-corporate-mcp](https://github.com/yamariki-hub/japan-corporate-mcp) 🐍 ☁️ - Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search companies, financials, patents, subsidies, procurement, and government statistics. +- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. - [xpaysh/awesome-x402](https://github.com/xpaysh/awesome-x402) ☁️ - Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains. - [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. From fa3eb51554dc656099ec4b6a56d283da63cb8d7a Mon Sep 17 00:00:00 2001 From: Oluwaniifemi Emmanuel <69652858+nfemmanuel@users.noreply.github.com> Date: Mon, 13 Apr 2026 04:48:52 -0700 Subject: [PATCH 100/214] Add nfemmanuel/iranti to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..0de7421f 100644 --- a/README.md +++ b/README.md @@ -1482,6 +1482,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [MyAgentHubs/aimemo](https://github.com/MyAgentHubs/aimemo) 🏎️ 🏠 🍎 🪟 🐧 - Zero-dependency MCP memory server. Single binary, 100% local, no Docker. - [n24q02m/mnemo-mcp](https://github.com/n24q02m/mnemo-mcp) [![mnemo-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/mnemo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/mnemo-mcp) 🐍 🏠 🍎 🪟 🐧 - Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits. - [ndjordjevic/pinrag](https://github.com/ndjordjevic/pinrag) [![ndjordjevic/pinrag MCP server](https://glama.ai/mcp/servers/ndjordjevic/pinrag/badges/score.svg)](https://glama.ai/mcp/servers/ndjordjevic/pinrag) 🐍 🏠 - RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query with citations. +- [nfemmanuel/iranti](https://github.com/nfemmanuel/iranti) 📇 🏠 ☁️ 🍎 🪟 🐧 - Persistent shared memory for AI coding agents. Stores facts as `entity/key/value` triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot. - [nicholasglazer/gnosis-mcp](https://github.com/nicholasglazer/gnosis-mcp) 🐍 🏠 - Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying - [novyxlabs/novyx-mcp](https://github.com/novyxlabs/novyx-core/tree/main/packages/novyx-mcp) [![novyx-mcp-desktop MCP server](https://glama.ai/mcp/servers/@novyxlabs/novyx-mcp-desktop/badges/score.svg)](https://glama.ai/mcp/servers/@novyxlabs/novyx-mcp-desktop) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Persistent AI agent memory with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite mode or cloud API. 23 tools, 6 resources, 3 prompts. From 4aec17feb4777acf0ad6b8af0eef3f653dfc0472 Mon Sep 17 00:00:00 2001 From: Yeison Riascos Sanchez Date: Mon, 13 Apr 2026 14:13:46 +0200 Subject: [PATCH 102/214] Fix alphabetical order: move yeick010 after xpaysh --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6357f2e6..221c3f15 100644 --- a/README.md +++ b/README.md @@ -1331,8 +1331,8 @@ Provides direct access to local file systems with configurable permissions. Enab - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features. - [yamariki-hub/japan-corporate-mcp](https://github.com/yamariki-hub/japan-corporate-mcp) 🐍 ☁️ - Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search companies, financials, patents, subsidies, procurement, and government statistics. -- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. - [xpaysh/awesome-x402](https://github.com/xpaysh/awesome-x402) ☁️ - Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains. +- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. - [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. - [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca. From b0c7ea66bef448f08773ba0c4ab9dbf7d42ecfee Mon Sep 17 00:00:00 2001 From: Muhannad Alsabbagh Date: Mon, 13 Apr 2026 08:22:30 -0400 Subject: [PATCH 103/214] Add Glama badge to git-context-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3f6bedde..c5b9868d 100644 --- a/README.md +++ b/README.md @@ -872,7 +872,7 @@ Tools and integrations that enhance the development workflow and environment man - [getmockd/mockd](https://github.com/getmockd/mockd) [![mockd MCP server](https://glama.ai/mcp/servers/getmockd/mockd/badges/score.svg)](https://glama.ai/mcp/servers/getmockd/mockd) 🏎️ 🏠 🍎 🪟 🐧 - Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with chaos engineering, stateful CRUD, 8 import formats (OpenAPI, Postman, HAR, WireMock, cURL, Mockoon, WSDL), and deterministic seeded responses. - [mockherodev/mcp-server](https://github.com/dinosaur24/mockhero/tree/main/packages/mcp-server) [![mockhero MCP server](https://glama.ai/mcp/servers/dinosaur24/mockhero/badges/score.svg)](https://glama.ai/mcp/servers/dinosaur24/mockhero) 🏠 - Generate realistic synthetic test data via MCP. 156 field types, 22 locales, relational data, sub-50ms responses. Free tier: 1,000 records/day. - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. -- [muhannad-hash/git-context-mcp](https://github.com/muhannad-hash/git-context-mcp) 📇 🏠 🍎 🪟 🐧 - Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools: blame context, commit story, file history, commit search, and file contributors. `npx git-context-mcp` +- [muhannad-hash/git-context-mcp](https://github.com/muhannad-hash/git-context-mcp) [![git-context-mcp MCP server](https://glama.ai/mcp/servers/muhannad-hash/git-context-mcp/badges/score.svg)](https://glama.ai/mcp/servers/muhannad-hash/git-context-mcp) 📇 🏠 🍎 🪟 🐧 - Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools: blame context, commit story, file history, commit search, and file contributors. `npx git-context-mcp` - [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images. - [n8daniels/RulesetMCP](https://github.com/n8daniels/RulesetMCP) 📇 🏠 - Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files. - [Souzix76/n8n-workflow-tester-safe](https://github.com/Souzix76/n8n-workflow-tester-safe) [![n8n-workflow-tester-safe MCP server](https://glama.ai/mcp/servers/Souzix76/n8n-workflow-tester-safe/badges/score.svg)](https://glama.ai/mcp/servers/Souzix76/n8n-workflow-tester-safe) 📇 🏠 - Test, score, and inspect n8n workflows via MCP. Config-driven test suites with two-tier scoring, lightweight execution traces, and a built-in node catalog with 436+ nodes. From 1578d044590d5f97eacc5a9975fbecab630ec90b Mon Sep 17 00:00:00 2001 From: Muhannad Alsabbagh Date: Mon, 13 Apr 2026 09:04:05 -0400 Subject: [PATCH 104/214] Add mcp-shield to Security --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..aba36529 100644 --- a/README.md +++ b/README.md @@ -1908,6 +1908,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [MoltyCel/moltrust-mcp-server](https://github.com/MoltyCel/moltrust-mcp-server) [![moltrust-mcp-server MCP server](https://glama.ai/mcp/servers/@MoltyCel/moltrust-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@MoltyCel/moltrust-mcp-server) 🐍 ☁️ 🍎 🪟 🐧 - Trust infrastructure for AI agents — register DIDs, verify identities, query reputation scores, rate agents, manage W3C Verifiable Credentials, and handle USDC credit deposits on Base. - [msaad00/agent-bom](https://github.com/msaad00/agent-bom) [![agent-bom MCP server](https://glama.ai/mcp/servers/@msaad00/agent-bom/badges/score.svg)](https://glama.ai/mcp/servers/@msaad00/agent-bom) 🐍 🏠 ☁️ 🍎 🪟 🐧 - AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clients, scans dependencies for CVEs (OSV/NVD/EPSS/CISA KEV), maps blast radius from vulnerabilities to exposed credentials and tools, runs CIS benchmarks, generates CycloneDX/SPDX SBOMs, and enforces compliance across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. +- [muhannad-hash/mcp-shield](https://github.com/muhannad-hash/mcp-shield) [![mcp-shield MCP server](https://glama.ai/mcp/servers/muhannad-hash/mcp-shield/badges/score.svg)](https://glama.ai/mcp/servers/muhannad-hash/mcp-shield) 📇 🏠 🍎 🪟 🐧 - Security scanner for MCP servers. Detects backdoors, exfiltration code, obfuscation, dangerous code execution, prompt injection, and supply chain risks before you install. Four tools: scan npm packages, scan local directories, check prompt injection, and audit supply chain trust score. `npx @muhannad-hash/mcp-shield` - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. - [operantlabs/operant-mcp](https://github.com/operantlabs/operant-mcp) [![operant-mcp MCP server](https://glama.ai/mcp/servers/operantlabs/operant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/operantlabs/operant-mcp) 📇 ☁️ 🏠 - Security testing MCP server with 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. From 6ea7954d68222f396f8b55f879b2e3d5b379cfc8 Mon Sep 17 00:00:00 2001 From: Achilles1089 <159672025+Achilles1089@users.noreply.github.com> Date: Mon, 13 Apr 2026 10:11:56 -0400 Subject: [PATCH 105/214] Add Glama badge to Pentagonal entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5f2c2565..a14dea7b 100644 --- a/README.md +++ b/README.md @@ -1889,7 +1889,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. - [operantlabs/operant-mcp](https://github.com/operantlabs/operant-mcp) [![operant-mcp MCP server](https://glama.ai/mcp/servers/operantlabs/operant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/operantlabs/operant-mcp) 📇 ☁️ 🏠 - Security testing MCP server with 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. -- [Pentagonal-ai/pentagonal](https://github.com/Pentagonal-ai/pentagonal) 📇 ☁️ - AI-powered smart contract security forge with 8-agent adversarial pen test. Generate, audit, fix, and compile contracts across 8 chains (Ethereum, Solana, Polygon, Base, Arbitrum, Optimism, BSC, Avalanche). Token intelligence with honeypot detection. x402 USDC payments for autonomous agents. +- [Pentagonal-ai/pentagonal](https://github.com/Pentagonal-ai/pentagonal) [![Pentagonal-ai/pentagonal MCP server](https://glama.ai/mcp/servers/Pentagonal-ai/pentagonal/badges/score.svg)](https://glama.ai/mcp/servers/Pentagonal-ai/pentagonal) 📇 ☁️ - AI-powered smart contract security forge with 8-agent adversarial pen test. Generate, audit, fix, and compile contracts across 8 chains (Ethereum, Solana, Polygon, Base, Arbitrum, Optimism, BSC, Avalanche). Token intelligence with honeypot detection. x402 USDC payments for autonomous agents. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. - [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) 🦀 🏠 🍎 🪟 🐧 - A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application. - [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. From 68086dd24e1d3f716b4c241d486c602db6d3075c Mon Sep 17 00:00:00 2001 From: yeick010 Date: Mon, 13 Apr 2026 14:14:30 +0000 Subject: [PATCH 106/214] Fix Glama badge URL and update description to match v2.0.0 - Badge URL: use /badges/score.svg format (returns 200, old /scores/ path returned 404) - Description: updated to reflect actual v2.0.0 tools (live prices, agent scoring, knowledge base) - Removed outdated claims (7 smart contracts, escrow, insurance) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 221c3f15..f13c8ceb 100644 --- a/README.md +++ b/README.md @@ -1332,7 +1332,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features. - [yamariki-hub/japan-corporate-mcp](https://github.com/yamariki-hub/japan-corporate-mcp) 🐍 ☁️ - Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search companies, financials, patents, subsidies, procurement, and government statistics. - [xpaysh/awesome-x402](https://github.com/xpaysh/awesome-x402) ☁️ - Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains. -- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![glama badge](https://glama.ai/mcp/scores/yeick010/agentshield-mcp/badge)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - Trust infrastructure for AI agents on Base. DEX Spread Oracle (live Uniswap V3 prices), on-chain escrow, insurance pool, and collective knowledge base. 7 smart contracts. Pay-per-query via x402 micropayments in USDC. ERC-8004 Agent #38580. +- [yeick010/agentshield-mcp](https://github.com/yeick010/agentshield-mcp) [![yeick010/agentshield-mcp MCP server](https://glama.ai/mcp/servers/yeick010/agentshield-mcp/badges/score.svg)](https://glama.ai/mcp/servers/yeick010/agentshield-mcp) 📇 ☁️ - DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agent scoring, and DeFi knowledge base. Pay-per-query via x402 micropayments in USDC. - [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. - [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca. From 1b6c0ae84b58bfc80310a6dec5f32d51a296a028 Mon Sep 17 00:00:00 2001 From: alimuratkuslu Date: Sun, 12 Apr 2026 13:29:42 +0300 Subject: [PATCH 107/214] Add byok-observability-mcp to Monitoring & Observability --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 73e5200c..9f3c6d77 100644 --- a/README.md +++ b/README.md @@ -1590,6 +1590,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [alilxxey/openobserve-community-mcp](https://github.com/alilxxey/openobserve-community-mcp) [![alilxxey/openobserve-community-mcp MCP server](https://glama.ai/mcp/servers/alilxxey/openobserve-community-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alilxxey/openobserve-community-mcp) 🐍 🏠 🍎 🪟 🐧 - Read-only MCP server for OpenObserve Community Edition via REST API. Search logs, traces, stream schemas, and dashboards without requiring the Enterprise license. - [Alog/alog-mcp](https://github.com/saikiyusuke/alog-mcp) 📇 ☁️ - AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform. - [avivsinai/langfuse-mcp](https://github.com/avivsinai/langfuse-mcp) 🐍 ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications. +- [alimuratkuslu/byok-observability-mcp](https://github.com/alimuratkuslu/byok-observability-mcp) [![alimuratkuslu/byok-observability-mcp MCP server](https://glama.ai/mcp/servers/alimuratkuslu/byok-observability-mcp/badges/score.svg)](https://github.com/alimuratkuslu/byok-observability-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a secure "Bring Your Own Key" or BYOK model. - [dynatrace-oss/dynatrace-mcp](https://github.com/dynatrace-oss/dynatrace-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics. - [edgedelta/edgedelta-mcp-server](https://github.com/edgedelta/edgedelta-mcp-server) 🎖️ 🏎️ ☁️ – Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines. - [ejcho623/agent-breadcrumbs](https://github.com/ejcho623/agent-breadcrumbs) 📇 ☁️ 🏠 - Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks. From ae70edc29741d919166c13a8ac5e5591181b2677 Mon Sep 17 00:00:00 2001 From: james chahwan Date: Tue, 14 Apr 2026 00:58:48 +1000 Subject: [PATCH 108/214] Add repo-graph - structural codebase graph for AI coding assistants --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..7de22efc 100644 --- a/README.md +++ b/README.md @@ -828,6 +828,7 @@ Tools and integrations that enhance the development workflow and environment man - [izzzzzi/codewiki-mcp](https://github.com/izzzzzi/codewiki-mcp) [![codewiki-mcp MCP server](https://glama.ai/mcp/servers/izzzzzi/codewiki-mcp/badges/score.svg)](https://glama.ai/mcp/servers/izzzzzi/codewiki-mcp) 📇 ☁️ - MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository. - [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) - [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin. +- [James-Chahwan/repo-graph](https://github.com/James-Chahwan/repo-graph) 🐍 🏠 - Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything. - [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) 🏎️ 🏠 - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt. - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jaspertvdm/mcp-server-tibet](https://github.com/jaspertvdm/mcp-server-tibet) 🐍 ☁️ 🏠 - TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance. From 2ab28e2d2d6eb17f9c21725abfdd8fbeaa551de3 Mon Sep 17 00:00:00 2001 From: 123Ergo Date: Mon, 13 Apr 2026 11:00:58 -0400 Subject: [PATCH 109/214] Add badge to unphurl-mcp entry in README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d2794c09..032a5447 100644 --- a/README.md +++ b/README.md @@ -1824,7 +1824,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### 🔒 Security -- [123Ergo/unphurl-mcp](https://github.com/123Ergo/unphurl-mcp) 📇 ☁️ - URL intelligence for AI agents. 13 tools for security signals and data quality: redirect behaviour, brand impersonation detection, domain age, SSL validation, parked detection, URL structural analysis, DNS enrichment. +- [123Ergo/unphurl-mcp](https://github.com/123Ergo/unphurl-mcp) [![unphurl-mcp MCP server](https://glama.ai/mcp/servers/123Ergo/unphurl-mcp/badges/score.svg)](https://glama.ai/mcp/servers/123Ergo/unphurl-mcp) 📇 ☁️ - URL intelligence for AI agents. 13 tools for security signals and data quality: redirect behaviour, brand impersonation detection, domain age, SSL validation, parked detection, URL structural analysis, DNS enrichment. - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. - [82ch/MCP-Dandan](https://github.com/82ch/MCP-Dandan) 🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines. - [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. From 1d00e3f8867b64f180caa2709a5c2c4e94981abf Mon Sep 17 00:00:00 2001 From: cengfanman <42309258+cengfanman@users.noreply.github.com> Date: Mon, 13 Apr 2026 23:07:21 +0800 Subject: [PATCH 110/214] Add shunshi-ai/bazi-reader-mcp to Art & Culture Co-Authored-By: Claude Opus 4.6 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..1471f43a 100644 --- a/README.md +++ b/README.md @@ -235,6 +235,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control +- [shunshi-ai/bazi-reader-mcp](https://github.com/shunshi-ai/bazi-reader-mcp) 📇 🏠 🍎 🪟 🐧 - Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp` - [tasopen/mcp-alphabanana](https://github.com/tasopen/mcp-alphabanana) [![mcp-alphabanana MCP server](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana/badges/score.svg)](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana) 📇 🏠 🍎 🪟 🐧 - Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding. - [TwelveTake-Studios/reaper-mcp](https://github.com/TwelveTake-Studios/reaper-mcp) 🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information From f8b901612c4999652ea3d8d64a2a4a48567cc5b3 Mon Sep 17 00:00:00 2001 From: Thom Ives Date: Mon, 13 Apr 2026 09:19:01 -0600 Subject: [PATCH 111/214] Resolve merge conflict with upstream main; reposition PostalDataPI entry alphabetically --- README.md | 339 +++++++++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 321 insertions(+), 18 deletions(-) diff --git a/README.md b/README.md index 5b5b28ad..274fc7de 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,3 @@ -# Awesome MCP Servers [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) - [![ไทย](https://img.shields.io/badge/Thai-Click-blue)](README-th.md) [![English](https://img.shields.io/badge/English-Click-yellow)](README.md) [![繁體中文](https://img.shields.io/badge/繁體中文-點擊查看-orange)](README-zh_TW.md) @@ -16,9 +14,6 @@ > [!IMPORTANT] > [Awesome MCP Servers](https://glama.ai/mcp/servers) web directory. -> [!IMPORTANT] -> Test servers using [MCP Inspector](https://glama.ai/mcp/inspector?servers=%5B%7B%22id%22%3A%22test%22%2C%22name%22%3A%22test%22%2C%22requestTimeout%22%3A10000%2C%22url%22%3A%22https%3A%2F%2Fmcp-test.glama.ai%2Fmcp%22%7D%5D). - A curated list of awesome Model Context Protocol (MCP) servers. * [What is MCP?](#what-is-mcp) @@ -102,6 +97,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 📊 - [Data Visualization](#data-visualization) * 📟 - [Embedded system](#embedded-system) * 🎓 - [Education](#education) +* 🛒 - [E-Commerce](#e-commerce) * 🌳 - [Environment & Nature](#environment-and-nature) * 📂 - [File Systems](#file-systems) * 💰 - [Finance & Fintech](#finance--fintech) @@ -134,19 +130,23 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) Servers for accessing many apps and tools through a single MCP server. - [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. +- [tadas-github/a2asearch-mcp](https://github.com/tadas-github/a2asearch-mcp) [![tadas-github/a2asearch-mcp MCP server](https://glama.ai/mcp/servers/tadas-github/a2asearch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tadas-github/a2asearch-mcp) 📇 ☁️ - MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills. Install: `npx -y a2asearch-mcp`. Ask Claude: "Find MCP servers for database access". Free, no auth required. - [Aganium/agenium](https://github.com/Aganium/agenium) 📇 ☁️ 🍎 🪟 🐧 - Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via `agent://` URIs with mTLS, trust scores, and capability search. - [espadaw/Agent47](https://github.com/espadaw/Agent47) 📇 ☁️ - Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Virtuals, etc). - [AgentHotspot](https://github.com/AgentHotspot/agenthotspot-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace +- [Work90210/APIFold](https://github.com/Work90210/APIFold) [![Work90210/APIFold MCP server](https://glama.ai/mcp/servers/Work90210/APIFold/badges/score.svg)](https://glama.ai/mcp/servers/Work90210/APIFold) 📇 ☁️ - Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Stripe, Slack, OpenAI, Notion, and more) — no setup required, bring your own API key. - [rhein1/agoragentic-integrations](https://github.com/rhein1/agoragentic-integrations) [![agoragentic-integrations MCP server](https://glama.ai/mcp/servers/@rhein1/agoragentic-integrations/badges/score.svg)](https://glama.ai/mcp/servers/@rhein1/agoragentic-integrations) 📇 ☁️ - Agent-to-agent marketplace where AI agents discover, invoke, and pay for services from other agents using USDC on Base L2. - [arikusi/deepseek-mcp-server](https://github.com/arikusi/deepseek-mcp-server) [![deepseek-mcp-server MCP server](https://glama.ai/mcp/servers/arikusi/deepseek-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/arikusi/deepseek-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function calling, thinking mode, and cost tracking. - [ariekogan/ateam-mcp](https://github.com/ariekogan/ateam-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution lifecycle, and connect from any AI environment via stdio or HTTP. - [askbudi/roundtable](https://github.com/askbudi/roundtable) 📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem. - [blockrunai/blockrun-mcp](https://github.com/blockrunai/blockrun-mcp) 📇 ☁️ 🍎 🪟 🐧 - Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base. - [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents. +- [depwire/depwire](https://github.com/depwire/depwire) [![depwire/depwire MCP server](https://glama.ai/mcp/servers/depwire/depwire/badges/score.svg)](https://glama.ai/mcp/servers/depwire/depwire) 📇 🐍 🏎️ 🦀 🌊 🏠 - Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, JavaScript, Python, Go, Rust, and C. Arc diagram visualization, health scoring, dead code detection, and temporal graph. - [duaraghav8/MCPJungle](https://github.com/duaraghav8/MCPJungle) 🏎️ 🏠 - Self-hosted MCP Server registry for enterprise AI Agents - [edgarriba/prolink](https://github.com/edgarriba/prolink) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents - [entire-vc/evc-spark-mcp](https://github.com/entire-vc/evc-spark-mcp) [![evc-spark-mcp MCP server](https://glama.ai/mcp/servers/entire-vc/evc-spark-mcp/badges/score.svg)](https://glama.ai/mcp/servers/entire-vc/evc-spark-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Search and discover AI agents, skills, prompts, bundles and MCP connectors from a curated catalog of 4500+ assets. - [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow. +- [gpu-bridge/mcp-server](https://github.com/gpu-bridge/mcp-server) [![gpu-bridge-mcp-server MCP server](https://glama.ai/mcp/servers/gpu-bridge/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/gpu-bridge/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whisper, embeddings, reranking, OCR) as MCP tools. Pay-per-use via x402 USDC or API key credits. - [carlosahumada89/govrider-mcp-server](https://github.com/carlosahumada89/govrider-mcp-server) [![@carlosahumada89-govrider-mcp-server MCP server](https://glama.ai/mcp/servers/@carlosahumada89-govrider-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@carlosahumada89-govrider-mcp-server) ☁️ 📇 - Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide. - [gzoonet/cortex](https://github.com/gzoonet/cortex) [![gzoo-cortex MCP server](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex/badges/score.svg)](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex) 📇 🏠 - Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex. - [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls. @@ -162,13 +162,17 @@ Servers for accessing many apps and tools through a single MCP server. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. +- [MikkoParkkola/mcp-gateway](https://github.com/MikkoParkkola/mcp-gateway) [![MikkoParkkola/mcp-gateway MCP server](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway/badges/score.svg)](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway) 🏎️ 🏠 🍎 🪟 🐧 - Universal MCP gateway with single-port multiplexing and Meta-MCP. 4 meta-tools replace 100+ registrations, saving 95% context window. Hot-reloadable capabilities, OpenAPI auto-import, 42 starter capabilities (25 zero-config). - [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview). +- [opentabs-dev/opentabs](https://github.com/opentabs-dev/opentabs) [![opentabs-dev/opentabs MCP server](https://glama.ai/mcp/servers/opentabs-dev/opentabs/badges/score.svg)](https://glama.ai/mcp/servers/opentabs-dev/opentabs) 📇 🏠 🍎 🪟 🐧 - Plugin-based MCP server + Chrome extension that gives AI agents access to web applications through the user's authenticated browser session. 100+ plugins with a plugin SDK for building new ones. - [oxgeneral/agentnet](https://github.com/oxgeneral/agentnet) 🐍 ☁️ 🍎 🪟 🐧 - Agent-to-agent referral network where AI agents discover, recommend, and refer users to each other. Features bilateral trust model, credit economy, and 7 MCP tools for agent registration, discovery, and referral tracking. - [particlefuture/MCPDiscovery](https://github.com/particlefuture/1mcpserver) 🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. - [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. - [portel-dev/ncp](https://github.com/portel-dev/ncp) 📇 ☁️ 🏠 🍎 🪟 🐧 - NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy. - [profullstack/mcp-server](https://github.com/profullstack/mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social media posting, security scanning, and more developer utilities. +- [robhunter/agentdeals](https://github.com/robhunter/agentdeals) [![robhunter/agentdeals MCP server](https://glama.ai/mcp/servers/robhunter/agentdeals/badges/score.svg)](https://glama.ai/mcp/servers/robhunter/agentdeals) 📇 ☁️ - 1,500+ developer infrastructure deals, free tiers, and startup programs across 54 categories. Search deals, compare vendors, plan stacks, and track pricing changes. REST API and web browser at [agentdeals.dev](https://agentdeals.dev). - [rupinder2/mcp-orchestrator](https://github.com/rupinder2/mcp-orchestrator) 🐍 🏠 🍎 🪩 🐧 - Central hub that aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading. +- [supertrained/rhumb](https://github.com/supertrained/rhumb) [![supertrained/rhumb MCP server](https://glama.ai/mcp/servers/supertrained/rhumb/badges/score.svg)](https://glama.ai/mcp/servers/supertrained/rhumb) 📇 ☁️ 🍎 🪟 🐧 - Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: discover services, check AN Scores, compare alternatives, resolve capabilities to ranked providers, execute through 3 credential modes (managed, BYOK, agent vault), track costs with receipts, and inspect failure modes. Zero-signup option via x402 micropayments. - [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand. - [sonnyflylock/voxie-ai-directory-mcp](https://github.com/sonnyflylock/voxie-ai-directory-mcp) 📇 ☁️ - AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with instant webchat URLs for free interactions. - [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server. @@ -183,6 +187,8 @@ Servers for accessing many apps and tools through a single MCP server. - [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org - [whiteknightonhorse/APIbase](https://github.com/whiteknightonhorse/APIbase) [![APIbase MCP server](https://glama.ai/mcp/servers/whiteknightonhorse/APIbase/badges/score.svg)](https://glama.ai/mcp/servers/whiteknightonhorse/APIbase) 📇 ☁️ - Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), prediction markets (Polymarket), crypto, and weather. Pay-per-call via x402 micropayments in USDC. - [rplryan/x402-discovery-mcp](https://github.com/rplryan/x402-discovery-mcp) [![x402-discovery-mcp MCP server](https://glama.ai/mcp/servers/@rplryan/x402-discovery-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@rplryan/x402-discovery-mcp) 🐍 ☁️ - Runtime discovery layer for x402-payable APIs. Agents discover and route to pay-per-call x402 endpoints by capability, get quality-ranked results with trust scores (0-100), and pay per query via x402. Includes MCP server, Python SDK, and CLI (npm install -g x402scout). +- [x402-index/x402search-mcp](https://github.com/x402-index/x402search-mcp) [![x402-index/x402search-mcp MCP server](https://glama.ai/mcp/servers/x402-index/x402search-mcp/badges/score.svg)](https://glama.ai/mcp/servers/x402-index/x402search-mcp) 📇 ☁️ 🍎 🪟 🐧 - Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per search via x402 micropayments on Base mainnet — no API keys required. Larger index than any other x402 discovery layer. +- [ikoskela/wisepanel-mcp](https://github.com/ikoskela/wisepanel-mcp) [![ikoskela/wisepanel-mcp MCP server](https://glama.ai/mcp/servers/ikoskela/wisepanel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ikoskela/wisepanel-mcp) 📇 ☁️ 🍎 🪟 🐧 - Multi-agent deliberation with divergent context enhancement. Roles are dynamically generated to surround the question-space and maximize divergent dialog across ChatGPT, Claude, Gemini, and Perplexity. - [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access. ### 🚀 Aerospace & Astrodynamics @@ -194,13 +200,16 @@ Servers for accessing many apps and tools through a single MCP server. Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. +- [AceDataCloud/MCPNanoBanana](https://github.com/AceDataCloud/MCPNanoBanana) [![AceDataCloud/MCPNanoBanana MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim. - [austenstone/myinstants-mcp](https://github.com/austenstone/myinstants-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp` - [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) 🐍 - MCP server for working with Blender - [albertnahas/icogenie-mcp](https://github.com/albertnahas/icogenie-mcp) [![icogenie-mcp MCP server](https://glama.ai/mcp/servers/@albertnahas/icogenie-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@albertnahas/icogenie-mcp) 📇 ☁️ - AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles. - [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 🏠 🍎 🪟 🐧 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. +- [arikusi/nakkas](https://github.com/arikusi/nakkas) [![nakkas MCP server](https://glama.ai/mcp/servers/arikusi/nakkas/badges/score.svg)](https://glama.ai/mcp/servers/arikusi/nakkas) 📇 🏠 🍎 🪟 🐧 - MCP server that turns AI into an SVG artist. One rendering engine with JSON config, AI controls all design parameters. CSS @keyframes + SMIL animations, 16+ element types, parametric curves, filters, gradients, PNG preview. - [asmith26/jupytercad-mcp](https://github.com/asmith26/jupytercad-mcp) 🐍 🏠 🍎 🪟 🐧 - An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language. +- [attalla1/photopea-mcp-server](https://github.com/attalla1/photopea-mcp-server) [![attalla1/photopea-mcp-server MCP server](https://glama.ai/mcp/servers/attalla1/photopea-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/attalla1/photopea-mcp-server) 📇 🏠 🍎 🪟 🐧 - AI-powered image editing through Photopea with 34 tools for documents, layers, text, shapes, filters, effects, and export. `npx photopea-mcp-server` - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection - [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis - [Cifero74/mcp-apple-music](https://github.com/Cifero74/mcp-apple-music) [![mcp-apple-music MCP server](https://glama.ai/mcp/servers/@Cifero74/mcp-apple-music/badges/score.svg)](https://glama.ai/mcp/servers/@Cifero74/mcp-apple-music) 🐍 🏠 🍎 - Full Apple Music integration: search catalog, browse personal library, manage playlists, and get personalised recommendations.- [codex-curator/studiomcphub](https://github.com/codex-curator/studiomcphub) [![studio-mcp-hub MCP server](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub/badges/score.svg)](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub) 🐍 ☁️ - 32 creative AI tools (18 free) for autonomous agents: image generation (SD 3.5), ESRGAN upscaling, background removal, product mockups, CMYK conversion, print-ready PDF, SVG vectorization, invisible watermarking, AI metadata enrichment, provenance, Arweave storage, NFT minting, and 53K+ museum artworks. Pay per call via x402/Stripe/GCX. @@ -211,6 +220,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 📇 ☁️ - A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information. - [gavxm/ani-mcp](https://github.com/gavxm/ani-mcp) [![ani-mcp MCP server](https://glama.ai/mcp/servers/gavxm/ani-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gavxm/ani-mcp) 📇 🏠 - MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management. - [GenWaveLLC/svgmaker-mcp](https://github.com/GenWaveLLC/svgmaker-mcp) 📇 ☁️ - Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling. +- [gupta-kush/spotify-mcp](https://github.com/gupta-kush/spotify-mcp) 🐍 ☁️ 🍎 🪟 🐧 - 93-tool Spotify server with smart shuffle, natural language song search, vibe analysis, artist network mapping, taste evolution, and playlist power tools. Works after Spotify's Feb 2026 API changes. - [jau123/MeiGen-AI-Design-MCP](https://github.com/jau123/MeiGen-AI-Design-MCP) [![mei-gen-ai-design-mcp MCP server](https://glama.ai/mcp/servers/@jau123/mei-gen-ai-design-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@jau123/mei-gen-ai-design-mcp) 📇 ☁️ 🏠 - AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-provider routing (local ComfyUI, MeiGen Cloud, OpenAI-compatible APIs). - [khglynn/spotify-bulk-actions-mcp](https://github.com/khglynn/spotify-bulk-actions-mcp) 🐍 ☁️ - Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums. - [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection. @@ -220,6 +230,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc. - [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya - [peek-travel/mcp-intro](https://github.com/peek-travel/mcp-intro) ☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation +- [doctorm333/promptpilot-mcp-server](https://github.com/doctorm333/promptpilot-mcp-server) [![doctorm333/promptpilot-mcp-server MCP server](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server) 📇 ☁️ - Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen 4, Grok, Seedance, ElevenLabs). Prompt builder with styles, lighting, camera, mood presets. Batch generation support. - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945) - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop @@ -236,6 +247,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [betterhyq/mermaid-grammer-inspector-mcp](https://github.com/betterhyq/mermaid_grammer_inspector_mcp) 📇 🏠 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities - [BV-Venky/excalidraw-architect-mcp](https://github.com/BV-Venky/excalidraw-architect-mcp) [![excalidraw-architect-mcp MCP server](https://glama.ai/mcp/servers/@BV-Venky/excalidraw-architect-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@BV-Venky/excalidraw-architect-mcp) 🐍 🏠 🍎 🪟 🐧 - Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing. 50+ technology mappings including databases, message queues, caches, and more. No API keys required. +- [erajasekar/ai-diagram-maker-mcp](https://github.com/erajasekar/ai-diagram-maker-mcp) [![erajasekar/ai-diagram-maker-mcp MCP server](https://glama.ai/mcp/servers/erajasekar/ai-diagram-maker-mcp/badges/score.svg)](https://glama.ai/mcp/servers/erajasekar/ai-diagram-maker-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI Diagram Maker — generate flowcharts, sequence diagrams, ERDs, system/network architecture, UML, mindmap, and workflow from natural language, code, ASCII, images, or Mermaid. Inline rendering using MCP Apps UI and editable diagram URLs. Requires API key. - [GittyBurstein/mermaid-mcp-server](https://github.com/GittyBurstein/mermaid-mcp-server) 🐍 ☁️ - MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki. - [Narasimhaponnada/mermaid-mcp](https://github.com/Narasimhaponnada/mermaid-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server` @@ -245,8 +257,10 @@ Design and visualize software architecture, system diagrams, and technical docum - [dnaerys/onekgpd-mcp](https://github.com/dnaerys/onekgpd-mcp) ☕ ☁️ 🍎 🪟 🐧- real-time access to 1000 Genomes Project dataset - [fulcradynamics/fulcra-context-mcp](https://github.com/fulcradynamics/fulcra-context-mcp) [![fulcra-context-mcp MCP server](https://glama.ai/mcp/servers/fulcradynamics/fulcra-context-mcp/badges/score.svg)](https://glama.ai/mcp/servers/fulcradynamics/fulcra-context-mcp) 🐍 ☁️ - MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent. - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. +- [HelixGenomics/Genomic-Agent-Discovery](https://github.com/HelixGenomics/Genomic-Agent-Discovery) [![Genomic-Agent-Discovery MCP server](https://glama.ai/mcp/servers/HelixGenomics/Genomic-Agent-Discovery/badges/score.svg)](https://glama.ai/mcp/servers/HelixGenomics/Genomic-Agent-Discovery) 📇 🏠 - Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC, AlphaMissense, and more) and coordinate findings through shared MCP tools. Privacy-first, runs locally. - [hlydecker/ucsc-genome-mcp](https://github.com/hlydecker/ucsc-genome-mcp) 🐍 ☁️ - MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more. - [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines. +- [NyxToolsDev/dicom-hl7-mcp-server](https://github.com/NyxToolsDev/dicom-hl7-mcp-server) [![NyxToolsDev/dicom-hl7-mcp-server MCP server](https://glama.ai/mcp/servers/NyxToolsDev/dicom-hl7-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/NyxToolsDev/dicom-hl7-mcp-server) 🐍 🏠 - The only MCP server bridging DICOM, HL7v2, and FHIR in one package. Cross-standard mapping, Mirth Connect channel generation, vendor private tag decoding (GE, Siemens, Philips), and integration pattern knowledge. Built by a 19-year healthcare IT veteran. `pip install dicom-hl7-mcp` - [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information. - [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library. - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. @@ -254,6 +268,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. +- [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder. - [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support. ### 📂 Browser Automation @@ -261,16 +276,19 @@ Design and visualize software architecture, system diagrams, and technical docum Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats. - [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. +- [achiya-automation/safari-mcp](https://github.com/achiya-automation/safari-mcp) [![safari-mcp MCP server](https://glama.ai/mcp/servers/achiya-automation/safari-mcp/badges/score.svg)](https://glama.ai/mcp/servers/achiya-automation/safari-mcp) 📇 🏠 🍎 - Native Safari browser automation for AI agents with 80+ tools. No Chrome dependency, optimized for Apple Silicon with 60% less CPU overhead. - [agent-infra/mcp-server-browser](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) 📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection. - [aparajithn/agent-scraper-mcp](https://github.com/aparajithn/agent-scraper-mcp) [![agent-scraper-mcp MCP server](https://glama.ai/mcp/servers/@aparajithn/agent-scraper-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@aparajithn/agent-scraper-mcp) 🐍 ☁️ - Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments. - [apireno/DOMShell](https://github.com/apireno/DOMShell) [![domshell MCP server](https://glama.ai/mcp/servers/@apireno/domshell/badges/score.svg)](https://glama.ai/mcp/servers/@apireno/domshell) 📇 🏠 - Browse the web using filesystem commands (ls, cd, grep, click). 38 MCP tools map Chrome's Accessibility Tree to a virtual filesystem via a Chrome Extension. - [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - An MCP server for browser automation using Playwright - [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 Lightweight browser automation MCP server in Rust with zero dependencies. +- [bighippoman/intercept-mcp](https://github.com/bighippoman/intercept-mcp) [![bighippoman/intercept-mcp MCP server](https://glama.ai/mcp/servers/bighippoman/intercept-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bighippoman/intercept-mcp) 📇 🏠 - Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies. - [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - An MCP python server using Playwright for browser automation,more suitable for llm - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - [browsermcp/mcp](https://github.com/browsermcp/mcp) 📇 🏠 - Automate your local Chrome browser - [brutalzinn/simple-mcp-selenium](https://github.com/brutalzinn/simple-mcp-selenium) 📇 🏠 - An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios. - [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. +- [Custodia-Admin/pagebolt-mcp](https://github.com/Custodia-Admin/pagebolt-mcp) [![Custodia-Admin/pagebolt-mcp MCP server](https://glama.ai/mcp/servers/Custodia-Admin/pagebolt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Custodia-Admin/pagebolt-mcp) 📇 ☁️ - MCP server for screenshots, PDFs, OG images, and narrated video recording from Claude Desktop, Cursor, and Windsurf. - [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - An MCP server using Playwright for browser automation and webscrapping - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). @@ -279,12 +297,14 @@ Web content access and automation capabilities. Enables searching, scraping, and - [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - Extract structured data from any website. Just prompt and get JSON. - [hanzili/comet-mcp](https://github.com/hanzili/comet-mcp) 📇 🏠 🍎 - Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring. - [LarryWalkerDEV/mcp-immostage](https://github.com/LarryWalkerDEV/mcp-immostage) 📇 ☁️ - AI virtual staging for real estate. Stage empty rooms, beautify floor plans into 3D renders, classify room images, generate property descriptions, and get style recommendations. +- [markmircea/Selenix-MCP-Server](https://github.com/markmircea/Selenix-MCP-Server) [![markmircea/Selenix-MCP-Server MCP server](https://glama.ai/mcp/servers/markmircea/Selenix-MCP-Server/badges/score.svg)](https://glama.ai/mcp/servers/markmircea/Selenix-MCP-Server) 📇 🏠 🍎 🪟 🐧 - MCP server bridging Claude Desktop with Selenix for browser automation and testing. Create, run, debug, and manage browser tests through natural language. - [imprvhub/mcp-browser-agent](https://github.com/imprvhub/mcp-browser-agent) 📇 🏠 - A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. - [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis - [samson-art/transcriptor-mcp](https://github.com/samson-art/transcriptor-mcp) [![transcriptor-mcp MCP server](https://glama.ai/mcp/servers/samson-art/transcriptor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/samson-art/transcriptor-mcp) 📇 ☁️ - Transcriptor MCP is your choice when you need transcripts and metadata for AI, summarization, or content analysis - [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright. - [junipr-labs/mcp-server](https://github.com/junipr-labs/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/junipr-labs/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/junipr-labs/mcp-server) 📇 ☁️ - Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for news, social media, SERP, pricing, and more. Free tier included. - [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) 🏎 🏠/☁️ 🐧/🍎 - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation +- [LvcidPsyche/auto-browser](https://github.com/LvcidPsyche/auto-browser) [![LvcidPsyche/auto-browser MCP server](https://glama.ai/mcp/servers/LvcidPsyche/auto-browser/badges/score.svg)](https://glama.ai/mcp/servers/LvcidPsyche/auto-browser) 🐍 🏠 🐧 🍎 🪟 - Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor. - [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots - [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction - [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server that enables AI assistants to interact with your local browsers. @@ -295,12 +315,15 @@ Web content access and automation capabilities. Enables searching, scraping, and - [Pantheon-Security/chrome-mcp-secure](https://github.com/Pantheon-Security/chrome-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins. - [PhungXuanAnh/selenium-mcp-server](https://github.com/PhungXuanAnh/selenium-mcp-server) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver - [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required. +- [realwigu/mcp-doctor](https://github.com/realwigu/mcp-doctor) [![realwigu/mcp-doctor MCP server](https://glama.ai/mcp/servers/realwigu/mcp-doctor/badges/score.svg)](https://glama.ai/mcp/servers/realwigu/mcp-doctor) 📇 🏠 🍎 🪟 🐧 - Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, Cursor, VS Code, Windsurf, and Claude Desktop, then tests connections via JSON-RPC handshake, audits security issues, and benchmarks latency. Also runs as an MCP server itself. - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) 🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens. - [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [![snaprender-mcp MCP server](https://glama.ai/mcp/servers/@User0856/snaprender-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) 📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. +- [webdriverio/mcp](https://github.com/webdriverio/mcp) [![mcp MCP server](https://glama.ai/mcp/servers/webdriverio/mcp/badges/score.svg)](https://glama.ai/mcp/servers/webdriverio/mcp) 📇 🏠 - Browser and mobile app automation using WebdriverIO, enabling AI agents to control browsers, interact with web elements, and automate native Android and iOS apps via the WebDriver and Appium protocols. - [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. +- [ymw0407/auth-fetch-mcp](https://github.com/ymw0407/auth-fetch-mcp) [![ymw0407/auth-fetch-mcp MCP server](https://glama.ai/mcp/servers/ymw0407/auth-fetch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ymw0407/auth-fetch-mcp) 📇 🏠 🍎 🪟 🐧 - Fetch content from login-protected web pages (Notion, Google Docs, Jira, Confluence, etc.) by opening a real browser for authentication with persistent session caching. - [PrinceGabriel-lgtm/freshcontext-mcp](https://github.com/PrinceGabriel-lgtm/freshcontext-mcp) [![freshcontext-mcp MCP server](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp) ☁️ 🏠 - Real-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how old it is. ### ☁️ Cloud Platforms @@ -311,10 +334,12 @@ Cloud platform service integration. Enables management and interaction with clou - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) 📇 ☁️ 🏠 - AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - upload and manipulation of IPFS storage - [aparajithn/agent-deploy-dashboard-mcp](https://github.com/aparajithn/agent-deploy-dashboard-mcp) [![agent-deploy-dashbaord MCP server](https://glama.ai/mcp/servers/@aparajithn/agent-deploy-dashbaord/badges/score.svg)](https://glama.ai/mcp/servers/@aparajithn/agent-deploy-dashbaord) 🐍 ☁️ - Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly.io. 9 tools for deploy status, logs, environment variables, rollback, and health checks across all platforms. Free tier with x402 micropayments. +- [arnstarn/mcp-server-spotinst](https://github.com/arnstarn/mcp-server-spotinst) [![arnstarn/mcp-server-spotinst MCP server](https://glama.ai/mcp/servers/arnstarn/mcp-server-spotinst/badges/score.svg)](https://glama.ai/mcp/servers/arnstarn/mcp-server-spotinst) 🐍 ☁️ - MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters, VNGs, Elastigroups, costs, right-sizing, and logs across AWS and Azure with multi-account support. - [antonio-mello-ai/mcp-pfsense](https://github.com/antonio-mello-ai/mcp-pfsense) [![mcp-pfsense MCP server](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-pfsense/badges/score.svg)](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-pfsense) 🐍 🏠 - Manage pfSense firewalls through AI assistants — firewall rules, DHCP leases/reservations, DNS overrides, gateway monitoring, ARP table, and service management. 17 tools with two-step confirmation for destructive operations. - [antonio-mello-ai/mcp-proxmox](https://github.com/antonio-mello-ai/mcp-proxmox) [![mcp-proxmox MCP server](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-proxmox/badges/score.svg)](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-proxmox) 🐍 🏠 - Manage Proxmox VE clusters through AI assistants — VMs, containers, snapshots, templates, cloud-init, firewall, and migrations. 29 tools with two-step confirmation for destructive operations. - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support - [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support. +- [alexpota/cloudscope-mcp](https://github.com/alexpota/cloudscope-mcp) [![alexpota/cloudscope-mcp MCP server](https://glama.ai/mcp/servers/alexpota/cloudscope-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alexpota/cloudscope-mcp) 📇 ☁️ - Azure cloud cost management — spending analysis, forecasts, anomaly detection, budgets, optimization recommendations, idle resource detection, tag-based cost allocation, and cross-subscription queries through natural language. - [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products. - [awslabs/mcp](https://github.com/awslabs/mcp) 🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources. - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. @@ -333,13 +358,17 @@ Cloud platform service integration. Enables management and interaction with clou - [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. - [kestra-io/mcp-server-python](https://github.com/kestra-io/mcp-server-python) 🐍 ☁️ - Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform. +- [Labs64/NetLicensing-MCP](https://github.com/Labs64/NetLicensing-MCP) [![Labs64/NetLicensing-MCP](https://glama.ai/mcp/servers/Labs64/NetLicensing-MCP/badges/score.svg)](https://glama.ai/mcp/servers/Labs64/NetLicensing-MCP) 🎖️ 🐍 ☁️ - The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing without writing a single API call. - [liquidmetal-ai/raindrop-mcp](https://docs.liquidmetal.ai/tutorials/claude-code-mcp-setup/) 📇 ☁️ - The best way to deploy cloud infrastructure using Claude Code and MCP. - [liveblocks/liveblocks-mcp-server](https://github.com/liveblocks/liveblocks-mcp-server) 🎖️ 📇 ☁️ - Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs. - [localstack/localstack-mcp-server](https://github.com/localstack/localstack-mcp-server) 🎖️ 📇 🏠 - A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management. - [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster. +- [mikusnuz/dynadot-mcp](https://github.com/mikusnuz/dynadot-mcp) [![mikusnuz/dynadot-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/dynadot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/dynadot-mcp) 📇 ☁️ - MCP server for the Dynadot domain registrar API — 60 tools for domain search, registration, DNS, contacts, transfers, and marketplace. +- [mctlhq/mctl-mcp](https://github.com/mctlhq/mctl-mcp) [![mctl-mcp MCP server](https://glama.ai/mcp/servers/mctlhq/mctl-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mctlhq/mctl-mcp) ☁️ - AI-native platform for Kubernetes management and automated GitOps (30+ tools). - [mrostamii/rancher-mcp-server](https://github.com/mrostamii/rancher-mcp-server) [![rancher-mcp-server MCP server](https://glama.ai/mcp/servers/mrostamii/rancher-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/mrostamii/rancher-mcp-server) 🏎️ ☁️/🏠 - MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, Harvester HCI management (VMs, storage, networks), and Fleet GitOps tooling. - [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools - [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state. +- [newageflyfish-max/volthq](https://github.com/newageflyfish-max/volthq) [![newageflyfish-max/volthq MCP server](https://glama.ai/mcp/servers/newageflyfish-max/volthq/badges/score.svg)](https://glama.ai/mcp/servers/newageflyfish-max/volthq) 📇 ☁️ 🏠 🍎 🪟 🐧 - Compute price oracle for AI agents. Compare inference pricing across 8 providers in real time with routing recommendations and spend tracking. One-command install: `npx volthq-mcp-server --setup`. - [openstack-kr/python-openstackmcp-server](https://github.com/openstack-kr/python-openstackmcp-server) 🐍 ☁️ - OpenStack MCP server for cloud infrastructure management based on openstacksdk. - [ofershap/mcp-server-cloudflare](https://github.com/ofershap/mcp-server-cloudflare) [![mcp-server-cloudflare MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-cloudflare/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-cloudflare) 📇 ☁️ - Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE. - [ofershap/mcp-server-s3](https://github.com/ofershap/mcp-server-s3) [![mcp-server-s3 MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-s3/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-s3) 📇 ☁️ - AWS S3 operations — list buckets, browse objects, upload/download files, and generate presigned URLs. @@ -352,6 +381,7 @@ Cloud platform service integration. Enables management and interaction with clou - [reza-gholizade/k8s-mcp-server](https://github.com/reza-gholizade/k8s-mcp-server) 🏎️ ☁️/🏠 - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events. - [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️/🏠 - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language. - [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments. +- [sevalla-hosting/mcp](https://github.com/sevalla-hosting/mcp) [![sevalla-hosting/mcp MCP server](https://glama.ai/mcp/servers/sevalla-hosting/mcp/badges/score.svg)](https://glama.ai/mcp/servers/sevalla-hosting/mcp) 📇 ☁️ - Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote server with OAuth — connect in one click, no API keys to configure. - [shipstatic/mcp](https://github.com/shipstatic/mcp) [![shipstatic MCP server](https://glama.ai/mcp/servers/shipstatic/shipstatic/badges/score.svg)](https://glama.ai/mcp/servers/shipstatic/shipstatic) 📇 ☁️ - Deploy and manage static sites from AI agents. A simpler alternative to Vercel and Netlify for static website hosting — upload files, get a URL, and connect custom domains. - [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes. - [trackerfitness729-jpg/sitelauncher-mcp-server](https://github.com/trackerfitness729-jpg/sitelauncher-mcp-server) [![sitelauncher-mcp-server MCP server](https://glama.ai/mcp/servers/@trackerfitness729-jpg/sitelauncher-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@trackerfitness729-jpg/sitelauncher-mcp-server) 📇 ☁️ - Deploy live HTTPS websites in seconds. Instant subdomains ($1 USDC) or custom .xyz domains ($10 USDC) on Base chain. Templates for crypto tokens and AI agent profiles. @@ -380,9 +410,11 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g. - [gwbischof/outsource-mcp](https://github.com/gwbischof/outsource-mcp) 🐍 ☁️ - Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?" - [hileamlakB/PRIMS](https://github.com/hileamlakB/PRIMS) 🐍 🏠 – A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment. - [mavdol/capsule/mcp-server](https://github.com/mavdol/capsule/tree/main/integrations/mcp-server) [![capsule-mcp-server MCP server](https://glama.ai/mcp/servers/mavdol/capsule-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/mavdol/capsule-mcp-server) 🦀 🏠 🍎 🪟 🐧 - Run untrusted Python/JavaScript code in WebAssembly sandboxes. +- [HanSur94/matlab-mcp-server-python](https://github.com/HanSur94/matlab-mcp-server-python) [![HanSur94/matlab-mcp-server-python MCP server](https://glama.ai/mcp/servers/HanSur94/matlab-mcp-server-python/badges/score.svg)](https://glama.ai/mcp/servers/HanSur94/matlab-mcp-server-python) 🐍 🏠 🍎 🪟 🐧 - Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard. - [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #️⃣ ☁️ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body. - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls - [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions. +- [Sowiedu/Edict](https://github.com/Sowiedu/Edict) [![Sowiedu/Edict MCP server](https://glama.ai/mcp/servers/sowiedu/edict/badges/score.svg)](https://glama.ai/mcp/servers/sowiedu/edict) 📇 🏠 – Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop. - [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages ### 🤖 Coding Agents @@ -408,6 +440,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [irskep/persistproc](https://github.com/irskep/persistproc) 🐍 🏠 - MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs. - [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) 📇 ☁️ - MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites. - [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server) 📇 🏠 - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits. +- [kagan-sh/kagan](https://github.com/kagan-sh/kagan) [![kagan-sh/kagan MCP server](https://glama.ai/mcp/servers/kagan-sh/kagan/badges/score.svg)](https://glama.ai/mcp/servers/kagan-sh/kagan) 🐍 🏠 🍎 🪟 🐧 - AI-powered Kanban TUI and MCP server for autonomous development workflows. Orchestrates 14 coding agents across task tracking, isolated git worktrees, review, and merge. - [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 🦀 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection. - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor` - [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) 🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language. @@ -430,6 +463,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [SunflowersLwtech/mcp_creator_growth](https://github.com/SunflowersLwtech/mcp_creator_growth) 🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agents with persistent project-specific debugging memory using silent RAG tools. Features 56% token optimization and multi-language support. - [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia. - [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication. +- [Touchpoint-Labs/touchpoint](https://github.com/Touchpoint-Labs/touchpoint) [![Touchpoint MCP server](https://glama.ai/mcp/servers/Touchpoint-Labs/Touchpoint/badges/score.svg)](https://glama.ai/mcp/servers/Touchpoint-Labs/Touchpoint) 🐍 🏠 🍎 🪟 🐧 - Playwright for the entire OS. Gives AI agents the ability to see, find, and interact with UI elements in any desktop application. - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP) - [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities - [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing @@ -440,6 +474,8 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge Run commands, capture output and otherwise interact with shells and command line tools. - [danmartuszewski/hop](https://github.com/danmartuszewski/hop) 🏎️ 🖥️ - Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts. +- [nvms/tui-mcp](https://github.com/nvms/tui-mcp) [![tui-mcp MCP server](https://glama.ai/mcp/servers/nvms/tui-mcp/badges/score.svg)](https://glama.ai/mcp/servers/nvms/tui-mcp) 📇 🏠 🍎 🪟 🐧 - What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch, screenshot, and interact with any TUI app. +- [raychao-oao/pty-mcp](https://github.com/raychao-oao/pty-mcp) [![pty-mcp MCP server](https://glama.ai/mcp/servers/raychao-oao/pty-mcp/badges/score.svg)](https://glama.ai/mcp/servers/raychao-oao/pty-mcp) 🏎️ 🏠 🍎 🐧 - Interactive PTY sessions for AI agents — local shells, SSH with persistent sessions (ai-tmux daemon for attach/detach), and serial ports. Single Go binary, no tmux dependency. - [ferodrigop/forge](https://github.com/ferodrigop/forge) [![forge MCP server](https://glama.ai/mcp/servers/ferodrigop/forge/badges/score.svg)](https://glama.ai/mcp/servers/ferodrigop/forge) 📇 🏠 - Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard. ### 💬 Communication @@ -449,21 +485,25 @@ Integration with communication platforms for message management and channel oper - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) ☁️ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - Interact with Twitter search and timeline - [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents. +- [bababoi-bibilabu/agent-mq](https://github.com/bababoi-bibilabu/agent-mq) [![agent-mq MCP server](https://glama.ai/mcp/servers/bababoi-bibilabu/agent-mq/badges/score.svg)](https://glama.ai/mcp/servers/bababoi-bibilabu/agent-mq) 📇 ☁️ 🏠 - Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Codex) send messages to each other across sessions and machines. UUID-based auth, self-hostable. - [areweai/tsgram-mcp](https://github.com/areweai/tsgram-mcp) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go! - [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - An MCP server to interface with the Google Tasks API - [Cactusinhand/mcp_server_notify](https://github.com/Cactusinhand/mcp_server_notify) 🐍 🏠 - A MCP server that send desktop notifications with sound effect when agent tasks are completed. - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status - [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status. +- [clawaimail/mcp](https://github.com/joansongjr/clawaimail) [![joansongjr/clawaimail MCP server](https://glama.ai/mcp/servers/joansongjr/clawaimail/badges/score.svg)](https://glama.ai/mcp/servers/joansongjr/clawaimail) 📇 ☁️ 🍎 🪟 🐧 - Email infrastructure for AI agents. Create inboxes on the fly, send and receive real emails, search messages, and manage threads via API. Install with `npx clawaimail-mcp`. - [codefuturist/email-mcp](https://github.com/codefuturist/email-mcp) 📇 ☁️ 🍎 🪟 🐧 - IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts. Supports IMAP IDLE push, AI triage, desktop notifications, and auto-detects providers like Gmail, Outlook, and iCloud. - [conarti/mattermost-mcp](https://github.com/conarti/mattermost-mcp) 📇 ☁️ - MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files. - [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs. - [discourse/discourse-mcp](https://github.com/discourse/discourse-mcp) 🎖️ 💎 ☁️ 🏠 💬 🍎 🪟 🐧 - Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities. +- [cseguinlz/doubletick-cli](https://github.com/cseguinlz/doubletick-cli) [![double-tick-mcp-server MCP server](https://glama.ai/mcp/servers/cseguinlz/double-tick-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/cseguinlz/double-tick-mcp-server) 📇 ☁️ - Email read tracking via Gmail. Send tracked emails, check if they were opened with open count, device, and timing. - [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on. - [ExpertVagabond/solmail-mcp](https://github.com/ExpertVagabond/solmail-mcp) [![ExpertVagabond/solmail-mcp MCP server](https://glama.ai/mcp/servers/ExpertVagabond/solmail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ExpertVagabond/solmail-mcp) 📇 ☁️ - Send physical mail with Solana payments — AI agents can compose, price, and send letters and postcards via cryptocurrency. - [FastAlertNow/mcp-server](https://github.com/FastAlertNow/mcp-server) 🎖️ 📇 ☁️ - Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notifications directly through the FastAlert API. - [FantomaSkaRus1/telegram-bot-mcp](https://github.com/FantomaSkaRus1/telegram-bot-mcp) [![telegram-bot-mcp MCP server](https://glama.ai/mcp/servers/@FantomaSkaRus1/telegram-bot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@FantomaSkaRus1/telegram-bot-mcp) 📇 ☁️ 🏠 - Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bot API. - [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ - An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript. +- [GeiserX/telegram-archive-mcp](https://github.com/GeiserX/telegram-archive-mcp) [![GeiserX/telegram-archive-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/telegram-archive-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/telegram-archive-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for Telegram Archive. Search and browse Telegram chat history, list chats, and retrieve messages with full-text search. Docker image available. - [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot. - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling @@ -471,16 +511,21 @@ Integration with communication platforms for message management and channel oper - [imdinu/apple-mail-mcp](https://github.com/imdinu/apple-mail-mcp) [![apple-mail-mcp MCP server](https://glama.ai/mcp/servers/@imdinu/apple-mail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@imdinu/apple-mail-mcp) 🐍 🏠 🍎 - Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search index for ~2ms body search. 6 tools: list accounts/mailboxes, get emails with filters, full-text search across all scopes, and attachment extraction. - [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) - [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. +- [shahabazdev/inxmail-mcp](https://github.com/shahabazdev/inxmail-mcp) [![shahabazdev/inxmail-mcp MCP server](https://glama.ai/mcp/servers/shahabazdev/inxmail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shahabazdev/inxmail-mcp) 📇 ☁️ - Manage Inxmail Commerce transactional emails — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking. - [rchanllc/joltsms-mcp-server](https://github.com/rchanllc/joltsms-mcp-server) [![joltsms-mcp-server MCP server](https://glama.ai/mcp/servers/@rchanllc/joltsms-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@rchanllc/joltsms-mcp-server) 📇 ☁️ - Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for messages, and extract OTP codes. Built for AI agents automating phone verification across platforms. +- [virtualsms-io/mcp-server](https://github.com/virtualsms-io/mcp-server) [![virtualsms-io/mcp-server](https://glama.ai/mcp/servers/virtualsms-io/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/virtualsms-io/mcp-server) 📇 ☁️ - Receive SMS verification codes with AI agents. Get virtual phone numbers for WhatsApp, Telegram, Google, and 500+ services. Own modem infrastructure across 200+ countries with real-time WebSocket delivery. 12 tools for number discovery, purchase, and code extraction. - [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured. - [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more. - [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing. - [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat. +- [kushneryk/join.cloud](https://github.com/kushneryk/join.cloud) [![kushneryk/join.cloud MCP server](https://glama.ai/mcp/servers/kushneryk/join.cloud/badges/score.svg)](https://glama.ai/mcp/servers/kushneryk/join.cloud) 📇 ☁️ 🏠 - Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messages in real time via SSE. Supports MCP and A2A protocols. Self-hostable or use the hosted version at join.cloud. - [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth apps, no admin approval. `--setup` and done, 11 tools, auto-refresh. - [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction - [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows. - [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces. +- [lanchuske/local-mcp](https://github.com/lanchuske/local-mcp-releases) [![lanchuske/local-mcp-releases MCP server](https://glama.ai/mcp/servers/lanchuske/local-mcp-releases/badges/score.svg)](https://glama.ai/mcp/servers/lanchuske/local-mcp-releases) 📇 🏠 🍎 - Connect Claude, Cursor, Windsurf and other AI agents to macOS native apps: Mail, Calendar, Contacts, Reminders, Notes, iMessage, Finder, Safari, OmniFocus, Microsoft Teams, Outlook, OneDrive, and Office documents. 82 tools. Runs entirely on your Mac — no cloud, no tokens, no API keys. - [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups +- [nakulben/whatsapp-mcp](https://github.com/nakulben/whatsapp-mcp) [![nakulben/whatsapp-mcp MCP server](https://glama.ai/mcp/servers/nakulben/whatsapp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/nakulben/whatsapp-mcp) 🐍 ☁️ - WhatsApp Business API template management via Meta Cloud API. Create, validate, and send all 12 template types (text, image, video, document, location, authentication, carousel, coupon, catalog, MPM, limited-time offer, and flows) from any MCP client. - [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - MCP Server for Integrating LINE Official Account - [littlebearapps/outlook-assistant](https://github.com/littlebearapps/outlook-assistant) [![outlook-assistant MCP server](https://glama.ai/mcp/servers/@littlebearapps/outlook-assistant/badges/score.svg)](https://glama.ai/mcp/servers/@littlebearapps/outlook-assistant) 📇 ☁️ - Ask your AI assistant to search your inbox, send emails, schedule meetings, manage contacts, and configure mailbox settings — without leaving the conversation. Works with Claude, Cursor, Windsurf, and any MCP-compatible client. - [Leximo-AI/leximo-ai-call-assistant-mcp-server](https://github.com/Leximo-AI/leximo-ai-call-assistant-mcp-server) 📇 ☁️ - Make AI-powered phone calls on your behalf — book reservations, schedule appointments, and view call transcripts @@ -493,9 +538,13 @@ Integration with communication platforms for message management and channel oper - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings. - [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app). - [PostcardBot/mcp-server](https://github.com/PostcardBot/mcp-server) [![postcardbot-mcp-server MCP server](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/PostcardBot/postcardbot-mcp-server) 📇 ☁️ - Send real physical postcards worldwide via AI agents. Bulk send up to 500 recipients. Volume pricing from $0.72/card. -- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities. +- [PaSympa/discord-mcp](https://github.com/PaSympa/discord-mcp) [![PaSympa/discord-mcp MCP server](https://glama.ai/mcp/servers/PaSympa/discord-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PaSympa/discord-mcp) 📇 🏠 🍎 🪟 🐧 - Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, forums, webhooks, and moderation. +- [Py2755/aiogram-mcp](https://github.com/Py2755/aiogram-mcp) [![aiogram-mcp MCP server](https://glama.ai/mcp/servers/Py2755/aiogram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Py2755/aiogram-mcp) 🐍 ☁️ - MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging. +- [qq418716640/botbell-mcp](https://github.com/qq418716640/botbell-mcp) [![qq418716640/botbell-mcp MCP server](https://glama.ai/mcp/servers/qq418716640/botbell-mcp/badges/score.svg)](https://glama.ai/mcp/servers/qq418716640/botbell-mcp) 📇 ☁️ - Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way messaging — users reply in the BotBell app, AI reads and continues. Supports action buttons, Markdown, and multi-bot management via PAT. +- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 🍎 🪟 🐧 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities. - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat. - [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar) +- [Spix-HQ/spix-mcp](https://github.com/Spix-HQ/spix-mcp) [![Spix-HQ/spix-mcp MCP server](https://glama.ai/mcp/servers/Spix-HQ/spix-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Spix-HQ/spix-mcp) 🐍 ☁️ - Give AI agents a real phone number and voice. Make outbound calls, handle inbound calls, send email, and manage contacts via 26 MCP tools. ~500ms voice latency (Deepgram Nova-3 + Claude + Cartesia Sonic-3). Install: `pip install spix-mcp`. [Free tier available](https://spix.sh). - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - The MCP server that keeps you informed by sending the notification on phone using ntfy - [timkulbaev/mcp-gmail](https://github.com/timkulbaev/mcp-gmail) [![mcp-gmail MCP server](https://glama.ai/mcp/servers/timkulbaev/mcp-gmail/badges/score.svg)](https://glama.ai/mcp/servers/timkulbaev/mcp-gmail) 📇 ☁️ - Full Gmail operations via Unipile API: send, reply, list, read, delete, search, manage labels, attachments, and drafts. Dry-run by default on destructive actions. - [trycourier/courier-mcp](https://github.com/trycourier/courier-mcp) 🎖️ 💬 ☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space. @@ -518,10 +567,12 @@ Provides access to customer profiles inside of customer data platforms - [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically. - [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically. - [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics. +- [embeddedlayers/mcp-analytics](https://github.com/embeddedlayers/mcp-analytics) [![embeddedlayers/mcp-analytics MCP server](https://glama.ai/mcp/servers/embeddedlayers/mcp-analytics/badges/score.svg)](https://glama.ai/mcp/servers/embeddedlayers/mcp-analytics) 🐍 ☁️ - Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources — ask a question in Claude or Cursor, get an interactive HTML report. - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol. - [QuackbackIO/quackback](https://github.com/QuackbackIO/quackback) 📇 ☁️ - Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, manage roadmaps, merge duplicates, and publish changelogs. - [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - An MCP server to access and updates profiles on an Apache Unomi CDP server. - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client. +- [lionkiii/google-searchconsole-mcp](https://github.com/lionkiii/google-searchconsole-mcp) [![google-searchconsole-mcp MCP server](https://glama.ai/mcp/servers/lionkiii/google-searchconsole-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lionkiii/google-searchconsole-mcp) 📇 🏠 - Google Search Console MCP server with 13 SEO tools — search analytics, URL inspection, sitemap management, keyword opportunities, brand analysis, and performance comparison. - [saurabhsharma2u/search-console-mcp](https://github.com/saurabhsharma2u/search-console-mcp) - An MCP server to interact with Google Search Console and Bing Webmasters. ### 🗄️ Databases @@ -532,6 +583,7 @@ Secure database access with schema inspection capabilities. Enables querying and - [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools - [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless. - [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) 🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com). +- [andyWang1688/sql-query-mcp](https://github.com/andyWang1688/sql-query-mcp) [![andyWang1688/sql-query-mcp MCP server](https://glama.ai/mcp/servers/andyWang1688/sql-query-mcp/badges/score.svg)](https://glama.ai/mcp/servers/andyWang1688/sql-query-mcp) 🐍 🏠 - A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection. - [ArcadeData/arcadedb](https://github.com/ArcadeData/arcadedb) [![arcade-db-multi-model-dbms MCP server](https://glama.ai/mcp/servers/@ArcadeData/arcade-db-multi-model-dbms/badges/score.svg)](https://glama.ai/mcp/servers/@ArcadeData/arcade-db-multi-model-dbms) 🎖️ ☕ 🏠 - Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support. - [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection - [bram2w/baserow](https://github.com/bram2w/baserow) - Baserow database integration with table search, list, and row create, read, update, and delete capabilities. @@ -573,7 +625,6 @@ Secure database access with schema inspection capabilities. Enables querying and - [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking - [iunera/druid-mcp-server](https://github.com/iunera/druid-mcp-server) ☕ ☁️ 🏠 - Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters. - [JaviMaligno/postgres_mcp](https://github.com/JaviMaligno/postgres_mcp) 🐍 🏠 - PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default. -- [JaviMaligno/postgres_mcp](https://github.com/JaviMaligno/postgres_mcp) 🐍 🏠 - PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default. - [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase - [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus - [jparkerweb/mcp-sqlite](https://github.com/jparkerweb/mcp-sqlite) 📇 🏠 - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities. @@ -636,11 +687,13 @@ Secure database access with schema inspection capabilities. Enables querying and Data Platforms for data integration, transformation and pipeline orchestration. +- [carrierone/verilexdata-mcp](https://github.com/carrierone/verilexdata-mcp) [![carrierone/verilexdata-mcp MCP server](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp/badges/score.svg)](https://glama.ai/mcp/servers/carrierone/verilexdata-mcp) 📇 ☁️ - 20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402 pay-per-query with USDC. Free stats/sample endpoints, MCP + HTTP transport. - [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai. - [avisangle/method-crm-mcp](https://github.com/avisangle/method-crm-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP). - [aywengo/kafka-schema-reg-mcp](https://github.com/aywengo/kafka-schema-reg-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features. - [bintocher/mcp-superset](https://github.com/bintocher/mcp-superset) [![mcp-superset MCP server](https://glama.ai/mcp/servers/bintocher/mcp-superset/badges/score.svg)](https://glama.ai/mcp/servers/bintocher/mcp-superset) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups), permissions audit, and 30+ built-in safety validations. Supports HTTP, SSE, and stdio transports. - [bruno-portfolio/agrobr-mcp](https://github.com/bruno-portfolio/agrobr-mcp) 🐍 ☁️ - Brazilian agricultural data for LLMs — prices, crop estimates, climate, deforestation from 19 public sources via CEPEA, CONAB, IBGE, INPE and B3. +- [Castaldo-Solutions/mcp-vtenext](https://github.com/Castaldo-Solutions/mcp-vtenext) [![mcp-vtenext MCP server](https://glama.ai/mcp/servers/Castaldo-Solutions/mcp-vtenext/badges/score.svg)](https://glama.ai/mcp/servers/Castaldo-Solutions/mcp-vtenext) 📇 🏠 🍎 🪟 🐧 - MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via the WebService API. Available on npm as `@castaldosolutions/mcp-vtenext`. - [dan1d/mercadolibre-mcp](https://github.com/dan1d/mercadolibre-mcp) [![mercadolibre-mcp MCP server](https://glama.ai/mcp/servers/dan1d/mercadolibre-mcp/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/mercadolibre-mcp) 📇 ☁️ - MercadoLibre marketplace integration for AI agents. Search products, get item details, browse categories, track trends, and convert currencies across Latin America (Argentina, Brazil, Mexico, Chile, Colombia). - [dbt-labs/dbt-mcp](https://github.com/dbt-labs/dbt-mcp) 🎖️ 🐍 🏠 ☁️ - Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️ 📇 ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. @@ -661,17 +714,27 @@ Data Platforms for data integration, transformation and pipeline orchestration. Tools and integrations that enhance the development workflow and environment management. +- [LWTlong/ai-dev-analytics](https://github.com/LWTlong/ai-dev-analytics) [![glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules. +- [3KniGHtcZ/codebeamer-mcp](https://github.com/3KniGHtcZ/codebeamer-mcp) [![codebeamer-mcp MCP server](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. - [a-25/ios-mcp-code-quality-server](https://github.com/a-25/ios-mcp-code-quality-server) 📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration. +- [raye-deng/open-code-review](https://github.com/raye-deng/open-code-review) [![Open Code Review MCP](https://glama.ai/mcp/servers/@raye-deng/open-code-review/badges/score.svg)](https://glama.ai/mcp/servers/raye-deng/open-code-review) 🏠 📇 ☁️ - AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI + CI/CD integration. - [AaronVick/ECHO_RIFT_MCP](https://github.com/AaronVick/ECHO_RIFT_MCP) 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer. +- [AgiMaulana/HuaweiAppGalleryMcp](https://github.com/AgiMaulana/HuaweiAppGalleryMcp) [![AgiMaulana/HuaweiAppGalleryMcp MCP server](https://glama.ai/mcp/servers/AgiMaulana/HuaweiAppGalleryMcp/badges/score.svg)](https://glama.ai/mcp/servers/AgiMaulana/HuaweiAppGalleryMcp) 🐍 ☁️ 🍎 🪟 🐧 - Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts. - [aparajithn/agent-utils-mcp](https://github.com/aparajithn/agent-utils-mcp) [![agent-utils-mcp MCP server](https://glama.ai/mcp/servers/@aparajithn/agent-utils-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@aparajithn/agent-utils-mcp) 🐍 ☁️ - Swiss-army-knife utility server for AI agents. 18 tools including JSON validation, base64, hashing, UUID generation, regex testing, markdown conversion, datetime conversion, cron parsing, CSV/JSON conversion, JWT decoding, and more. Streamable HTTP MCP + REST API with x402 micropayments. - [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time. - [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion. - [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time. - [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram". - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. +- [mikusnuz/app-publish-mcp](https://github.com/mikusnuz/app-publish-mcp) [![mikusnuz/app-publish-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp) 📇 ☁️ - Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports. +- [mikusnuz/cws-mcp](https://github.com/mikusnuz/cws-mcp) [![mikusnuz/cws-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/cws-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/cws-mcp) 📇 ☁️ - MCP server for Chrome Web Store extension management — 8 tools for upload, publish, status, staged rollout, and metadata updates. +- [mikusnuz/npm-mcp](https://github.com/mikusnuz/npm-mcp) [![mikusnuz/npm-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/npm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/npm-mcp) 📇 🏠 - MCP server for npm package management — 36 tools for publish, version, search, audit, install, and more from your AI assistant. +- [Wopee-io/wopee-mcp](https://github.com/Wopee-io/wopee-mcp) [![Wopee-io/wopee-mcp MCP server](https://glama.ai/mcp/servers/Wopee-io/wopee-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Wopee-io/wopee-mcp) 📇 ☁️ - Autonomous testing for web apps — dispatch AI agents that open real browsers, execute test cases, and report pass/fail with screenshots. Generate user stories, test cases, and Playwright code from your app context. 8 tools for end-to-end test automation. +- [wooxogh/adr-mcp-setup](https://github.com/wooxogh/adr-mcp-setup) [![wooxogh/adr-mcp-setup MCP server](https://glama.ai/mcp/servers/wooxogh/adr-mcp-setup/badges/score.svg)](https://glama.ai/mcp/servers/wooxogh/adr-mcp-setup) 📇 🏠 - Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, dependency graph, and stale ADR alerts. - [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations. - [CSCSoftware/AiDex](https://github.com/CSCSoftware/AiDex) 📇 🏠 🍎 🪟 🐧 - Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go. +- [Elmoaid/TempoGraph](https://github.com/Elmoaid/TempoGraph) [![TempoGraph MCP server](https://glama.ai/mcp/servers/Elmoaid/TempoGraph/badges/score.svg)](https://glama.ai/mcp/servers/Elmoaid/TempoGraph) 🐍 🏠 🍎 🪟 🐧 - Code graph context engine with 24 MCP tools for structural code intelligence. Tree-sitter parsing for 170+ languages, dependency graphs, blast radius, hotspots, dead code, and adaptive context injection. Benchmarked +27% F1 on change-localization. - [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent. - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. @@ -687,6 +750,7 @@ Tools and integrations that enhance the development workflow and environment man - [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once - [back1ply/agent-skill-loader](https://github.com/back1ply/agent-skill-loader) 📇 🏠 - Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand. - [bbonnin/openapi-to-mcp](https://github.com/bbonnin/openapi-to-mcp) ☕ 🏠 🍎 🪟 🐧 - MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API. +- [BetterDB-inc/monitor](https://github.com/BetterDB-inc/monitor) [![BetterDB MCP server](https://glama.ai/mcp/servers/BetterDB-inc/monitor/badges/score.svg)](https://glama.ai/mcp/servers/BetterDB-inc/monitor) 📇 ☁️ 🏠 - Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants. - [muvon/octocode](https://github.com/Muvon/octocode) [![octocode](https://glama.ai/mcp/servers/Muvon/octocode/badges/score.svg)](https://glama.ai/mcp/servers/Muvon/) 🦀 🏠 🍎 🪟 🐧 - Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files. - [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime. - [bitrise-io/bitrise-mcp](https://github.com/bitrise-io/bitrise-mcp) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more. @@ -707,19 +771,22 @@ Tools and integrations that enhance the development workflow and environment man - [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations. - [context-rot-detection](https://github.com/milos-product-maker/context-rot-detection) 📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' -- [nullptr-z/code-rag-golang](https://github.com/nullptr-z/code-rag-golang) [![code-rag-golang MCP server](https://glama.ai/mcp/servers/nullptr-z/code-rag-golang/badges/score.svg)](https://glama.ai/mcp/servers/nullptr-z/code-rag-golang) 🏎️ 🏠 - Static call graph analyzer for Go projects using SSA + VTA. Provides impact analysis, upstream/downstream queries, risk assessment, and interface tracking — so AI editors know exactly what code is affected before making changes. +- [rafsilva85/credit-optimizer-v5](https://github.com/rafsilva85/credit-optimizer-v5) [![rafsilva85/credit-optimizer-v5 MCP server](https://glama.ai/mcp/servers/rafsilva85/credit-optimizer-v5/badges/score.svg)](https://glama.ai/mcp/servers/rafsilva85/credit-optimizer-v5) 🐍 🏠 - Save 30-75% on Manus AI credits through intelligent model routing, smart testing, and context hygiene. Audited across 53 scenarios with zero quality loss. - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [ofershap/cursor-usage](https://github.com/ofershap/cursor-usage) [![cursor-usage MCP server](https://glama.ai/mcp/servers/ofershap/cursor-usage/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/cursor-usage) 📇 🏠 - Enterprise AI coding usage analytics — track spend, model usage, and costs across Cursor/Claude Code sessions via MCP server - [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. +- [darktw/chatpipe-mcp](https://github.com/darktw/chatpipe-mcp) [![darktw/chatpipe-mcp MCP server](https://glama.ai/mcp/servers/darktw/chatpipe-mcp/badges/score.svg)](https://glama.ai/mcp/servers/darktw/chatpipe-mcp) ☁️ - Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected, email-restricted). - [dannote/figma-use](https://github.com/dannote/figma-use) 📇 🏠 - Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools. - [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling. - [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities. - [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/) +- [delimit-ai/delimit](https://github.com/delimit-ai/delimit) [![delimit-ai/delimit MCP server](https://glama.ai/mcp/servers/delimit-ai/delimit/badges/score.svg)](https://glama.ai/mcp/servers/delimit-ai/delimit) 🐍 🏠 🍎 🪟 🐧 - API governance server that detects breaking changes in OpenAPI specs. Diffs two spec versions, applies configurable policy rules (strict/default/relaxed), and returns structured pass/fail verdicts. 23 change types, 10 breaking. Supports OpenAPI 3.0, 3.1, and Swagger 2.0. - [deploy-mcp/deploy-mcp](https://github.com/alexpota/deploy-mcp) 📇 ☁️ 🏠 - Universal deployment tracker for AI assistants with live status badges and deployment monitoring - [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images - [dorukardahan/twitterapi-docs-mcp](https://github.com/dorukardahan/twitterapi-docs-mcp) 📇 🏠 - Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs. - [efremidze/swift-patterns-mcp](https://github.com/efremidze/swift-patterns-mcp) 📇 🏠 🍎 🪟 🐧 - An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources. - [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds. +- [endiagram/mcp](https://github.com/dushyant30suthar/endiagram-mcp) [![endiagram MCP server](https://glama.ai/mcp/servers/dushyant30suthar/endiagram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/dushyant30suthar/endiagram-mcp) 📇 ☁️ - Structural analysis for any system — 12 deterministic graph tools (topology, bottlenecks, blast radius, trace, diff, centrality) from EN syntax descriptions. No AI inside the computation. Install: `npx @endiagram/mcp` - [ericbrown/project-context-mcp](https://github.com/ericbrown/project-context-mcp) 🐍 🏠 - Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions. - [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. @@ -727,15 +794,19 @@ Tools and integrations that enhance the development workflow and environment man - [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). - [flytohub/flyto-core](https://github.com/flytohub/flyto-core) [![flyto-core MCP server](https://glama.ai/mcp/servers/@flytohub/flyto-core/badges/score.svg)](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport. - [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis. +- [GeiserX/lynxprompt-mcp](https://github.com/GeiserX/lynxprompt-mcp) [![GeiserX/lynxprompt-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/lynxprompt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/lynxprompt-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for LynxPrompt prompt management. Create, search, and organize AI prompts and AGENTS.md/CLAUDE.md configuration files. Docker image available. - [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services. +- [vkhanhqui/figma-mcp-go](https://github.com/vkhanhqui/figma-mcp-go) [![vkhanhqui/figma-mcp-go server](https://glama.ai/mcp/servers/vkhanhqui/figma-mcp-go/badges/score.svg)](https://glama.ai/mcp/servers/vkhanhqui/figma-mcp-go) 🏎️ 🏠 🍎 🪟 🐧 - Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content. - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation. - [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). - [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration +- [ajitpratap0/GoSQLX](https://github.com/ajitpratap0/GoSQLX) [![ajitpratap0/GoSQLX MCP server](https://glama.ai/mcp/servers/ajitpratap0/GoSQLX/badges/score.svg)](https://glama.ai/mcp/servers/ajitpratap0/GoSQLX) 🏎️ ☁️ 🏠 - 7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at mcp.gosqlx.dev - no install needed. 1.25M+ ops/sec, 6 SQL dialects. - [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization. - [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents. - [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae). - [hechtcarmel/jetbrains-debugger-mcp-plugin](https://github.com/hechtcarmel/jetbrains-debugger-mcp-plugin) ☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger. - [hechtcarmel/jetbrains-index-mcp-plugin](https://github.com/hechtcarmel/jetbrains-index-mcp-plugin) ☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more). +- [hidai25/eval-view](https://github.com/hidai25/eval-view) [![hidai25/eval-view MCP server](https://glama.ai/mcp/servers/hidai25/eval-view/badges/score.svg)](https://glama.ai/mcp/servers/hidai25/eval-view) 🐍 🏠 🍎 🪟 🐧 - Regression testing framework for AI agents. Save golden baselines, detect behavioral drift, and block regressions in CI. Works with LangGraph, CrewAI, OpenAI, Claude, and any HTTP API. - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations. - [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections. - [hloiseaufcms/mcp-gopls](https://github.com/hloiseaufcms/mcp-gopls) 🏎️ 🏠 - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features. @@ -745,8 +816,10 @@ Tools and integrations that enhance the development workflow and environment man - [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs - [idosal/git-mcp](https://github.com/idosal/git-mcp) 📇 ☁️ - [gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation - [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting +- [imatza-rh/mcp-zuul](https://github.com/imatza-rh/mcp-zuul) [![mcp-zuul MCP server](https://glama.ai/mcp/servers/imatza-rh/mcp-zuul/badges/score.svg)](https://glama.ai/mcp/servers/imatza-rh/mcp-zuul) 🐍 ☁️ - Zuul CI integration with 14 tools for build failure analysis, log search, pipeline status, and job configuration. - [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands. - [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats. +- [Adityaaery20/media-mcp](https://github.com/Adityaaery20/media-mcp) 🐍 🏠 🍎 🪟 🐧 - Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required. - [InsForge/insforge-mcp](https://github.com/InsForge/insforge-mcp) 📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours. - [Inspizzz/jetbrains-datalore-mcp](https://github.com/inspizzz/jetbrains-datalore-mcp) 🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files ) - [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements. @@ -758,17 +831,22 @@ Tools and integrations that enhance the development workflow and environment man - [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) 🏎️ 🏠 - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt. - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jaspertvdm/mcp-server-tibet](https://github.com/jaspertvdm/mcp-server-tibet) 🐍 ☁️ 🏠 - TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance. +- [jawdat6/fixgraph-mcp](https://github.com/jawdat6/fixgraph-mcp) [![jawdat6/fixgraph-mcp MCP server](https://glama.ai/mcp/servers/jawdat6/fixgraph-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jawdat6/fixgraph-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Search and contribute to a community-verified knowledge base of 25,000+ engineering issues and fixes. Find step-by-step solutions with trust scores, submit new issues, and verify fixes work in your environment. - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - Connect to JetBrains IDE - [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. +- [jonradoff/lightcms](https://github.com/jonradoff/lightcms) [![jonradoff/lightcms MCP server](https://glama.ai/mcp/servers/jonradoff/lightcms/badges/score.svg)](https://glama.ai/mcp/servers/jonradoff/lightcms) 🏎️ ☁️ - AI-native CMS with 72 MCP tools for managing websites through natural language. Create and publish content, manage templates, assets, snippets, themes, collections, redirects, and multi-site forks — with full content versioning and semantic search. - [jordandalton/restcsv-mcp-server](https://github.com/JordanDalton/RestCsvMcpServer) 📇 ☁️ - An MCP server for CSV files. - [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers - [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - An MCP server to control iOS Simulators - [Jpisnice/shadcn-ui-mcp-server](https://github.com/Jpisnice/shadcn-ui-mcp-server) 📇 🏠 - MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata. - [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) 🎖️ 📇 ☁️ - The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world. - [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources. +- [Kapeli/dash-mcp-server](https://github.com/Kapeli/dash-mcp-server) [![Kapeli/dash-mcp-server MCP server](https://glama.ai/mcp/servers/@Kapeli/dash-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@Kapeli/dash-mcp-server) 🐍 🏠 🍎 - MCP server for [Dash](https://kapeli.com/dash), the macOS API documentation browser. Instant search over 200+ documentation sets. - [kenneives/design-token-bridge-mcp](https://github.com/kenneives/design-token-bridge-mcp) [![design-token-bridge-mcp MCP server](https://glama.ai/mcp/servers/kenneives/design-token-bridge-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kenneives/design-token-bridge-mcp) 📇 🏠 - Translates design tokens between platforms — extract from Tailwind, CSS, Figma, or W3C DTCG, then generate Material 3 (Kotlin), SwiftUI, Tailwind config, and CSS Variables with WCAG contrast validation. +- [kevinswint/xcode-studio-mcp](https://github.com/kevinswint/xcode-studio-mcp) [![kevinswint/xcode-studio-mcp MCP server](https://glama.ai/mcp/servers/kevinswint/xcode-studio-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kevinswint/xcode-studio-mcp) 📇 🏠 🍎 - Unified MCP server for iOS development — build, run, screenshot, and interact with iOS Simulator. - [kindly-software/kdb](https://github.com/kindly-software/kdb) 🦀 ☁️ - AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available. - [knewstimek/agent-tool](https://github.com/knewstimek/agent-tool) [![agent-tool MCP server](https://glama.ai/mcp/servers/knewstimek/agent-tool/badges/score.svg)](https://glama.ai/mcp/servers/knewstimek/agent-tool) 🏎️ 🏠 🍎 🪟 🐧 - Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities. Preserves file encoding (UTF-8, EUC-KR, Shift_JIS, etc.) and respects .editorconfig settings. +- [KryptosAI/mcp-observatory](https://github.com/KryptosAI/mcp-observatory) [![mcp-observatory MCP server](https://glama.ai/mcp/servers/KryptosAI/mcp-observatory/badges/score.svg)](https://glama.ai/mcp/servers/KryptosAI/mcp-observatory) 📇 🏠 🍎 🪟 🐧 - Regression testing for MCP servers. Auto-discovers servers from Claude configs, checks capabilities, invokes tools, detects schema drift between versions, and recommends new servers based on your environment. Works as both a CLI and an MCP server. - [LadislavSopko/mcp-ai-server-visual-studio](https://github.com/LadislavSopko/mcp-ai-server-visual-studio) #️⃣ 🏠 🪟 - MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline. - [kimwwk/repocrunch](https://github.com/kimwwk/repocrunch) [![repo-crunch MCP server](https://glama.ai/mcp/servers/@kimwwk/repo-crunch/badges/score.svg)](https://glama.ai/mcp/servers/@kimwwk/repo-crunch) 🐍 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output. - [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. @@ -776,6 +854,7 @@ Tools and integrations that enhance the development workflow and environment man - [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. - [linuxsuren/atest-mcp-server](https://github.com/LinuxSuRen/atest-mcp-server) 📇 🏠 🐧 - An MCP server to manage test suites and cases, which is an alternative to Postman. - [linw1995/nvim-mcp](https://github.com/linw1995/nvim-mcp) 🦀 🏠 🍎 🪟 🐧 - A MCP server to interact with Neovim +- [jarvisassistantux/loopsense](https://github.com/jarvisassistantux/loopsense) [![jarvisassistantux/loopsense MCP server](https://glama.ai/mcp/servers/jarvisassistantux/loopsense/badges/score.svg)](https://glama.ai/mcp/servers/jarvisassistantux/loopsense) 📇 🏠 - MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling. - [louis030195/gptzero-mcp](https://github.com/louis030195/gptzero-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns. - [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands. - [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM. @@ -783,14 +862,18 @@ Tools and integrations that enhance the development workflow and environment man - [madhan-g-p/DevDocs-MCP](https://github.com/madhan-g-p/DevDocs-MCP) 📇 🏠 🍎 🐧 - DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode - [paulhkang94/markview](https://github.com/paulhkang94/markview) [![markview MCP server](https://glama.ai/mcp/servers/@paulhkang94/markview/badges/score.svg)](https://glama.ai/mcp/servers/@paulhkang94/markview) 🏠 🍎 - Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`. - [MarcelRoozekrans/memorylens-mcp](https://github.com/MarcelRoozekrans/memorylens-mcp) [![memorylens-mcp MCP server](https://glama.ai/mcp/servers/MarcelRoozekrans/memorylens-mcp/badges/score.svg)](https://glama.ai/mcp/servers/MarcelRoozekrans/memorylens-mcp) #️⃣ 🏠 🪟 - On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions. +- [martingeidobler/android-mcp-server](https://github.com/martingeidobler/android-mcp-server) [![android-mcp-server MCP server](https://glama.ai/mcp/servers/martingeidobler/android-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/martingeidobler/android-mcp-server) 📇 🏠 - 21-tool Android device control via ADB — screenshots with compression, UI tree inspection, touch automation, logcat, and compound actions like tap-and-wait. One-command install via `npx android-mcp-server`. - [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting. - [meanands/npm-package-docs-mcp](https://github.com/meanands/npm-package-docs-mcp) ☁️ - MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README. +- [mcpware/ui-annotator-mcp](https://github.com/mcpware/ui-annotator-mcp) [![mcpware/ui-annotator-mcp MCP server](https://glama.ai/mcp/servers/mcpware/ui-annotator-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mcpware/ui-annotator-mcp) 📇 🏠 - Annotates any web page with hover labels for AI assistants — reverse proxy injection, zero browser extensions. `npx @mcpware/ui-annotator` - [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use. - [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations. - [mihaelamj/cupertino](https://github.com/mihaelamj/cupertino) 🏠 🍎 - Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search. - [MikeRecognex/mcp-codebase-index](https://github.com/MikeRecognex/mcp-codebase-index) 🐍 🏠 🍎 🪟 🐧 - Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies. - [mmorris35/devplan-mcp-server](https://github.com/mmorris35/devplan-mcp-server) 📇 ☁️ - Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md. - [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported. +- [getmockd/mockd](https://github.com/getmockd/mockd) [![mockd MCP server](https://glama.ai/mcp/servers/getmockd/mockd/badges/score.svg)](https://glama.ai/mcp/servers/getmockd/mockd) 🏎️ 🏠 🍎 🪟 🐧 - Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with chaos engineering, stateful CRUD, 8 import formats (OpenAPI, Postman, HAR, WireMock, cURL, Mockoon, WSDL), and deterministic seeded responses. +- [mockherodev/mcp-server](https://github.com/dinosaur24/mockhero/tree/main/packages/mcp-server) [![mockhero MCP server](https://glama.ai/mcp/servers/dinosaur24/mockhero/badges/score.svg)](https://glama.ai/mcp/servers/dinosaur24/mockhero) 🏠 - Generate realistic synthetic test data via MCP. 156 field types, 22 locales, relational data, sub-50ms responses. Free tier: 1,000 records/day. - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. - [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images. - [n8daniels/RulesetMCP](https://github.com/n8daniels/RulesetMCP) 📇 🏠 - Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files. @@ -798,6 +881,8 @@ Tools and integrations that enhance the development workflow and environment man - [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase. - [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start. - [Neo1228/spring-boot-starter-swagger-mcp](https://github.com/Neo1228/spring-boot-starter-swagger-mcp) ☕ ☁️ 🏠 - Turn your Spring Boot application into an MCP server instantly by reusing existing Swagger/OpenAPI documentation. +- [nk3750/jitapi](https://github.com/nk3750/jitapi) [![nk3750/jitapi MCP server](https://glama.ai/mcp/servers/nk3750/jitapi/badges/score.svg)](https://glama.ai/mcp/servers/nk3750/jitapi) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Dynamic API discovery and execution from OpenAPI specs. Uses semantic search and dependency graphs to find relevant endpoints across multiple registered APIs, plan multi-step workflows, and execute API calls — without dumping entire specs into context. +- [Neverlow512/agent-droid-bridge](https://github.com/Neverlow512/agent-droid-bridge) [![Neverlow512/agent-droid-bridge MCP server](https://glama.ai/mcp/servers/Neverlow512/agent-droid-bridge/badges/score.svg)](https://glama.ai/mcp/servers/Neverlow512/agent-droid-bridge) 🐍 🏠 - MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection. - [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail. - [ofershap/mcp-server-devutils](https://github.com/ofershap/mcp-server-devutils) [![mcp-server-devutils MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-devutils/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-devutils) 📇 🏠 - Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, timestamps, JSON, and regex. - [ofershap/mcp-server-dns](https://github.com/ofershap/mcp-server-dns) [![mcp-server-dns MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-dns/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-dns) 📇 🏠 - DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zero config. @@ -811,9 +896,12 @@ Tools and integrations that enhance the development workflow and environment man - [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/). - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. +- [paladini/devutils-mcp-server](https://github.com/paladini/devutils-mcp-server) [![paladini/devutils-mcp-server MCP server](https://glama.ai/mcp/servers/paladini/devutils-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/paladini/devutils-mcp-server) 📇 🏠 🍎 🪟 🐧 - 36 zero-auth developer utilities: MD5/SHA/bcrypt hashing, Base64/hex/URL encoding, UUID/password/passphrase generation, JWT decoding, JSON/YAML/XML formatting, timestamp conversion, CIDR calculator, and text tools. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana +- [mcpware/pagecast](https://github.com/mcpware/pagecast) [![mcpware/pagecast MCP server](https://glama.ai/mcp/servers/mcpware/pagecast/badges/score.svg)](https://glama.ai/mcp/servers/mcpware/pagecast) 📇 🏠 - Record any browser page as GIF or video. AI-driven demo recording with scroll/click/hover interactions via Playwright + ffmpeg. `npx @mcpware/pagecast` - [Pharaoh-so/pharaoh](https://github.com/0xUXDesign/pharaoh-mcp) [![pharaoh MCP server](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh/badges/score.svg)](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh) 📇 ☁️ 🍎 🪟 🐧 - Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context. - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. +- [pipepie/pipepie](https://github.com/pipepie/pipepie) [![pipepie/pipepie MCP server](https://glama.ai/mcp/servers/pipepie/pipepie/badges/score.svg)](https://glama.ai/mcp/servers/pipepie/pipepie) 🏎️ 🏠 - Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels, and manage subdomains. No tokens or passwords — the cryptographic handshake is the auth. - [pmptwiki/pmpt-cli](https://github.com/pmptwiki/pmpt-cli) [![pmpt-mcp MCP server](https://glama.ai/mcp/servers/@pmptwiki/pmpt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@pmptwiki/pmpt-mcp) 📇 🏠 - Record and share your AI-driven development journey. Auto-saves project milestones with summaries, generates structured AI prompts via 5-question planning, and publishes to [pmptwiki.com](https://pmptwiki.com) community platform. - [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more. - [pylonapi/pylon-mcp](https://github.com/pylonapi/pylon-mcp) 📇 ☁️ - x402-native API gateway with 20+ capabilities (web-extract, web-search, translate, image-generate, screenshot, PDF, OCR, and more) payable with USDC on Base. No API keys — agents pay per call via HTTP 402. @@ -829,14 +917,18 @@ Tools and integrations that enhance the development workflow and environment man - [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing - [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) 🐍 🏠 - Grafana k6 MCP Server for performance testing - [qainsights/locust-mcp-server](https://github.com/QAInsights/locust-mcp-server) 🐍 🏠 - Locust MCP Server for performance testing +- [benswel/qr-agent-core](https://github.com/benswel/qr-agent-core) [![benswel/qr-agent-core MCP server](https://glama.ai/mcp/servers/benswel/qr-agent-core/badges/score.svg)](https://glama.ai/mcp/servers/benswel/qr-agent-core) 📇 ☁️ - Dynamic QR code service for AI agents. Create, update, track, and retarget QR codes without regenerating images. 37 tools covering 11 QR types, one-command install via `npx qr-for-agent`. - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - Docker container management and operations through MCP +- [Quantum3-Labs/ARBuilder](https://github.com/Quantum3-Labs/ARBuilder) [![ARBuilder MCP server](https://glama.ai/mcp/servers/Quantum3-Labs/ARBuilder/badges/score.svg)](https://glama.ai/mcp/servers/Quantum3-Labs/ARBuilder) 🐍 ☁️ 🏠 🍎 🪟 🐧 - AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus smart contracts, SDK bridging, full-stack dApps, and Orbit chain deployment, backed by RAG-based retrieval over Arbitrum documentation. - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode integration for project management, file operations, and build automation - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data - [reflagcom/mcp](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - Flag features directly from chat in your IDE with [Reflag](https://reflag.com). - [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️ 🐍 ☁️ 🍎 - MCP server for the incident management platform [Rootly](https://rootly.com/). +- [ronantakizawa/a11ymcp](https://github.com/ronantakizawa/a11ymcp) [![ronantakizawa/a11ymcp MCP server](https://glama.ai/mcp/servers/ronantakizawa/a11ymcp/badges/score.svg)](https://glama.ai/mcp/servers/ronantakizawa/a11ymcp) 📇 🏠 - Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core. Tools for color contrast, ARIA validation, and orientation lock detection. - [rsdouglas/janee](https://github.com/rsdouglas/janee) 📇 🏠 🍎 🪟 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly. - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. +- [saurav61091/mcp-openapi](https://github.com/saurav61091/mcp-openapi) [![saurav61091/mcp-openapi MCP server](https://glama.ai/mcp/servers/saurav61091/mcp-openapi/badges/score.svg)](https://glama.ai/mcp/servers/saurav61091/mcp-openapi) 📇 ☁️ 🏠 - Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. - [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support. @@ -860,12 +952,14 @@ Tools and integrations that enhance the development workflow and environment man - [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste - [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. - [storybookjs/addon-mcp](https://github.com/storybookjs/addon-mcp) 📇 🏠 - Help agents automatically write and test stories for your UI components. +- [tactual-dev/tactual](https://github.com/tactual-dev/tactual) [![tactual-dev/tactual MCP server](https://glama.ai/mcp/servers/tactual-dev/tactual/badges/score.svg)](https://glama.ai/mcp/servers/tactual-dev/tactual) 📇 🏠 🍎 🪟 🐧 - Screen-reader navigation cost analyzer. Models real AT user effort with per-profile scoring, graph-based pathfinding, and step-by-step navigation traces. - [TamarEngel/jira-github-mcp](https://github.com/TamarEngel/jira-github-mcp) - MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE. - [TCSoftInc/testcollab-mcp-server](https://github.com/TCSoftInc/testcollab-mcp-server) ☁️ - Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and pagination support. - [TKMD/ReftrixMCP](https://github.com/TKMD/ReftrixMCP) [![reftrix-mcp MCP server](https://glama.ai/mcp/servers/TKMD/reftrix-mcp/badges/score.svg)](https://glama.ai/mcp/servers/TKMD/reftrix-mcp) 📇 🏠 🐧 🍎 - Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge. - [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. - [testdino-hq/testdino-mcp](https://github.com/testdino-hq/testdino-mcp) 🎖️ 📇 ☁️ - Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language. - [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/) +- [thecombatwombat/replicant-mcp](https://github.com/thecombatwombat/replicant-mcp) [![thecombatwombat/replicant-mcp MCP server](https://glama.ai/mcp/servers/thecombatwombat/replicant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thecombatwombat/replicant-mcp) 📇 🏠 🍎 🪟 🐧 - Android MCP server for AI-assisted Android development. Build APKs, launch emulators, manage devices, automate UI, and analyze logs through natural conversation. - [themesberg/flowbite-mcp](https://github.com/themesberg/flowbite-mcp) 📇 🏠 🍎 🪟 🐧 - MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS - [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) 📇 ☁️ - MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet. - [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) 📇 🏠 - Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS! @@ -881,6 +975,7 @@ Tools and integrations that enhance the development workflow and environment man - [vercel/next-devtools-mcp](https://github.com/vercel/next-devtools-mcp) 🎖️ 📇 🏠 - Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features. - [vezlo/src-to-kb](https://github.com/vezlo/src-to-kb) 📇 🏠 ☁️ - Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding. - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. +- [VikrantSingh01/adaptive-cards-mcp](https://github.com/VikrantSingh01/adaptive-cards-mcp) [![adaptive-cards-mcp MCP server](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` - [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. - [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services. @@ -902,6 +997,7 @@ Tools and integrations that enhance the development workflow and environment man - [YuliiaKovalova/dotnet-template-mcp](https://github.com/YuliiaKovalova/dotnet-template-mcp) [![dotnet-template-mcp MCP server](https://glama.ai/mcp/servers/@YuliiaKovalova/dotnet-template-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@YuliiaKovalova/dotnet-template-mcp) #️⃣ 🏠 🍎 🪟 🐧 - .NET Template Engine MCP server for AI-driven project scaffolding. Search, inspect, preview, and create `dotnet new` projects via natural language with parameter validation, smart defaults, NuGet auto-resolve, and interactive elicitation. - [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍 🏠 🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language. - [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs +- [ypollak2/llm-router](https://github.com/ypollak2/llm-router) [![ypollak2/llm-router MCP server](https://glama.ai/mcp/servers/ypollak2/llm-router/badges/score.svg)](https://glama.ai/mcp/servers/ypollak2/llm-router) 🐍 🏠 🍎 🪟 🐧 - Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live web dashboard. - [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol. - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data - [zelentsov-dev/asc-mcp](https://github.com/zelentsov-dev/asc-mcp) 🏠 🍎 - App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any MCP client. @@ -926,6 +1022,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) 🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization. - [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents. - [clouatre-labs/math-mcp-learning-server](https://github.com/clouatre-labs/math-mcp-learning-server) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0. +- [Daichi-Kudo/llm-advisor-mcp](https://github.com/Daichi-Kudo/llm-advisor-mcp) [![Daichi-Kudo/llm-advisor-mcp MCP server](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp) 📇 ☁️ 🍎 🪟 🐧 - Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required. - [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing. - [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter. - [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments. @@ -935,10 +1032,13 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. - [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - Tools and templates to create validated and maintainable data charts and dashboards. - [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/). +- [Whatsonyourmind/oraclaw](https://github.com/Whatsonyourmind/oraclaw) [![Whatsonyourmind/oraclaw MCP server](https://glama.ai/mcp/servers/Whatsonyourmind/oraclaw/badges/score.svg)](https://glama.ai/mcp/servers/Whatsonyourmind/oraclaw) 📇 ☁️ 🏠 🍎 🪟 🐧 - Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 12 MCP tools. Install via `npx -y @oraclaw/mcp-server`. - [phisanti/MCPR](https://github.com/phisanti/MCPR) 🏠 🍎 🪟 🐧 - Model Context Protocol for R: enables AI agents to participate in interactive live R sessions. - [phuongrealmax/code-guardian](https://github.com/phuongrealmax/code-guardian) 📇 🏠 - AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans. - [pramod/kaggle](https://github.com/KrishnaPramodParupudi/kaggle-mcp-server) 🐍 - This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers. - [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. +- [ShipItAndPray/mcp-compress](https://github.com/ShipItAndPray/mcp-compress) [![ShipItAndPray/mcp-compress MCP server](https://glama.ai/mcp/servers/ShipItAndPray/mcp-compress/badges/score.svg)](https://glama.ai/mcp/servers/ShipItAndPray/mcp-compress) 📇 🏠 ☁️ 🍎 🪟 🐧 - Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies. +- [ShipItAndPray/mcp-turboquant](https://github.com/ShipItAndPray/mcp-turboquant) [![ShipItAndPray/mcp-turboquant MCP server](https://glama.ai/mcp/servers/ShipItAndPray/mcp-turboquant/badges/score.svg)](https://glama.ai/mcp/servers/ShipItAndPray/mcp-turboquant) 📇 🏠 🍎 🪟 🐧 - LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub. - [98lukehall/renoun-mcp](https://github.com/98lukehall/renoun-mcp) [![renoun-mcp MCP server](https://glama.ai/mcp/servers/@98lukehall/renoun-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@98lukehall/renoun-mcp) 🐍 ☁️ - Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content. - [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) 💎 🏠 - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`. - [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - An MCP server to convert almost any file or web content into Markdown @@ -948,6 +1048,10 @@ Integrations and tools designed to simplify data exploration, analysis and enhan Interactive charts, dashboards, and visual data tools rendered inside AI conversations. - [KyuRish/mcp-dashboards](https://github.com/KyuRish/mcp-dashboards) [![mcp-dashboards MCP server](https://glama.ai/mcp/servers/@KyuRish/mcp-dashboards/badges/score.svg)](https://glama.ai/mcp/servers/@KyuRish/mcp-dashboards) 📇 🏠 🍎 🪟 🐧 - 45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps. +- [Ratnaditya-J/csvglow](https://github.com/Ratnaditya-J/csvglow) [![csvglow MCP server](https://glama.ai/mcp/servers/Ratnaditya-J/csvglow/badges/score.svg)](https://glama.ai/mcp/servers/Ratnaditya-J/csvglow) 🐍 🏠 🍎 🪟 🐧 - Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables. + +- [nteract/semiotic](https://github.com/nteract/semiotic) [![nteract/semiotic MCP server](https://glama.ai/mcp/servers/nteract/semiotic/badges/score.svg)](https://glama.ai/mcp/servers/nteract/semiotic) 📇 🏠 🍎 🪟 🐧 - React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues. +- [subhatta123/twilize](https://github.com/subhatta123/twilize) [![subhatta123/twilize MCP server](https://glama.ai/mcp/servers/subhatta123/twilize/badges/score.svg)](https://glama.ai/mcp/servers/subhatta123/twilize) 🐍 🏠 🍎 🪟 🐧 - Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts, dashboards, calculated fields, dashboard actions, workbook migration, and CSV-to-dashboard pipelines. Install via `uvx twilize`. ### 📟 Embedded System @@ -959,15 +1063,32 @@ Provides access to documentation and shortcuts for working on embedded devices. - [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - Workflow for fixing build issues in ESP32 series chips using ESP-IDF. - [kukapay/modbus-mcp](https://github.com/kukapay/modbus-mcp) 🐍 📟 - An MCP server that standardizes and contextualizes industrial Modbus data. - [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) 🐍 📟 - An MCP server that connects to OPC UA-enabled industrial systems. +- [octoco-ltd/sheetsdata-mcp](https://github.com/octoco-ltd/sheetsdata-mcp) [![octoco-ltd/sheetsdata-mcp MCP server](https://glama.ai/mcp/servers/octoco-ltd/sheetsdata-mcp/badges/score.svg)](https://glama.ai/mcp/servers/octoco-ltd/sheetsdata-mcp) 🐍 ☁️ 📟 - Instant access to electronic component datasheets for AI agents — specs, pinouts, package info, absolute max ratings extracted from manufacturer PDFs on demand. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions. - [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) 🐍 📟 🏠 - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts. +- [catallo/misterclaw](https://github.com/catallo/misterclaw) [![catallo/misterclaw MCP server](https://glama.ai/mcp/servers/catallo/misterclaw/badges/score.svg)](https://glama.ai/mcp/servers/catallo/misterclaw) 🏎️ 📟 🏠 🐧 🍎 - MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, manage systems, and set up Tailscale VPN. Auto-discovers 70+ systems with dynamic core/ROM scanning. ### 🎓 Education MCP servers for learning management systems (LMS) and educational tools. +- [Connectry-io/connectrylab-architect-cert-mcp](https://github.com/Connectry-io/connectrylab-architect-cert-mcp) [![connectrylab-architect-cert-mcp MCP server](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp) 📇 🏠 🍎 🪟 🐧 - Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, glassmorphism progress dashboard, spaced repetition, and deterministic grading. - [RohanMuppa/brightspace-mcp-server](https://github.com/RohanMuppa/brightspace-mcp-server) [![brightspace-mcp-server MCP server](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server) 📇 🏠 🍎 🪟 🐧 - MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via `npx brightspace-mcp-server@latest`. +### 🛒 E-Commerce + +MCP servers for e-commerce platforms and online store management. + +- [laundromatic/shopgraph](https://github.com/laundromatic/shopgraph) [![laundromatic/shopgraph MCP server](https://glama.ai/mcp/servers/laundromatic/shopgraph/badges/score.svg)](https://glama.ai/mcp/servers/laundromatic/shopgraph) 📇 ☁️ - Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev) +- [lofder/dsers-mcp-product](https://github.com/lofder/dsers-mcp-product) [![dsers-mcp-product MCP server](https://glama.ai/mcp/servers/lofder/dsers-mcp-product/badges/score.svg)](https://glama.ai/mcp/servers/lofder/dsers-mcp-product) 📇 ☁️ - Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push with a single command. +- [OFODevelopment/cerebrochain-mcp-server](https://github.com/OFODevelopment/cerebrochain-mcp-server) [![OFODevelopment/cerebrochain-mcp-server MCP server](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server) 📇 ☁️ - Supply chain & logistics intelligence — rate shopping across 85+ carriers, inventory management, order tracking, fleet logistics, and AI-powered demand forecasting. 20 tools and 3 resources for warehouse and supply chain operations. +- [ONE8943/ai-furniture-hub](https://github.com/ONE8943/ai-furniture-hub) [![ONE8943/ai-furniture-hub MCP server](https://glama.ai/mcp/servers/ONE8943/ai-furniture-hub/badges/score.svg)](https://glama.ai/mcp/servers/ONE8943/ai-furniture-hub) 📇 ☁️ 🏠 🍎 🪟 🐧 - Japan-focused furniture & home product hub for AI agents. 15 tools for mm-precision search across 300+ products and 31 categories, curated sets (bundles, room presets, influencer picks), dimension-compatible replacement finder with fit_score, AI visibility diagnosis, Rakuten live API, and OpenAPI 3.1 schema. Install via `npx ai-furniture-hub`. + +- [samrothschild23/intelligence-api](https://github.com/samrothschild23/intelligence-api) [![MCP Server](https://glama.ai/mcp/servers/samrothschild23/intelligence-api/badges/score.svg)](https://glama.ai/mcp/servers/samrothschild23/intelligence-api) 📇 ☁️ - E-commerce and business intelligence MCP server. Analyze any Shopify store, research Amazon products with Opportunity Score and FBA profitability estimates, and find qualified sales leads from Google Maps with Lead Quality Scoring. Pay-per-call via x402 (USDC on Base). + +- [the402ai/mcp-server](https://github.com/the402ai/mcp-server) [![the402ai/mcp-server MCP server](https://glama.ai/mcp/servers/the402ai/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/the402ai/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - AI agent service marketplace with x402 micropayments (USDC on Base). 30 tools for browsing services, purchasing, managing conversation threads, listing services as a provider, handling subscriptions, and tracking earnings. Install via `npx -y @the402/mcp-server`. +- [cmcgrabby-hue/syndicate-links](https://github.com/cmcgrabby-hue/syndicate-links/tree/master/mcp) [![cmcgrabby-hue/syndicate-links MCP server](https://glama.ai/mcp/servers/cmcgrabby-hue/syndicate-links/badges/score.svg)](https://glama.ai/mcp/servers/cmcgrabby-hue/syndicate-links) 📇 🏠 🍎 🪟 🐧 - Affiliate commission infrastructure for AI agents. 7 tools for program discovery, attribution tracking, commission status, and payouts. Search programs, get details, track conversions with signed attribution tokens, and trigger settlement cycles. Install via `npx syndicate-links-mcp`. + ### 🌳 Environment & Nature Provides access to environmental data and nature-related tools, services and information. @@ -998,6 +1119,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption. - [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/filesystem) 📇 🏠 - Direct local file system access. - [FacundoLucci/plsreadme](https://github.com/FacundoLucci/plsreadme) [![plsreadme MCP server](https://glama.ai/mcp/servers/@FacundoLucci/plsreadme/badges/score.svg)](https://glama.ai/mcp/servers/@FacundoLucci/plsreadme) 📇 ☁️ 🏠 - Share markdown files and text as clean, readable web links via `plsreadme_share_file` and `plsreadme_share_text`; zero setup (`npx -y plsreadme-mcp` or `https://plsreadme.com/mcp`). +- [UseJunior/safe-docx](https://github.com/UseJunior/safe-docx) [![UseJunior/safe-docx MCP server](https://glama.ai/mcp/servers/UseJunior/safe-docx/badges/score.svg)](https://glama.ai/mcp/servers/UseJunior/safe-docx) 📇 🏠 🍎 🐧 🪟 - Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison. - [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) 📇 🏠 🍎 🪟 🐧 - Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching. - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™ - [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) 📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History @@ -1010,36 +1132,50 @@ Provides direct access to local file systems with configurable permissions. Enab - [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local - [ahmetsbilgin/finbrain-mcp](https://github.com/ahmetsbilgin/finbrain-mcp) 🎖️ 🐍 ☁️ 🏠 - Access institutional-grade alternative financial data directly in your LLM workflows. - [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. +- [AlexanderLawson17/revettr-python](https://github.com/AlexanderLawson17/revettr-python) [![AlexanderLawson17/revettr-python MCP server](https://glama.ai/mcp/servers/AlexanderLawson17/revettr-python/badges/score.svg)](https://glama.ai/mcp/servers/AlexanderLawson17/revettr-python) 🐍 ☁️ - Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 via x402 micropayments. $0.01 USDC per request on Base. +- [unixlamadev-spec/aiprox-mcp](https://github.com/unixlamadev-spec/aiprox-mcp) [![unixlamadev-spec/aiprox-mcp MCP server](https://glama.ai/mcp/servers/unixlamadev-spec/aiprox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/unixlamadev-spec/aiprox-mcp) 📇 ☁️ - Open agent registry — discover and hire autonomous AI agents by capability. 16 agents live. Supports Bitcoin Lightning, Solana USDC, and Base x402. Includes workflow engine for chaining agents. - [alchemy/alchemy-mcp-server](https://github.com/alchemyplatform/alchemy-mcp-server) 🎖️ 📇 ☁️ - Allow AI agents to interact with Alchemy's blockchain APIs. - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes - [araa47/jupiter-mcp](https://github.com/araa47/jupiter-mcp) 🐍 ☁️ - Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders ) - [ariadng/metatrader-mcp-server](https://github.com/ariadng/metatrader-mcp-server) 🐍 🏠 🪟 - Enable AI LLMs to execute trades using MetaTrader 5 platform +- [aranjan/kite-mcp](https://github.com/aranjan/kite-mcp) [![aranjan/kite-mcp MCP server](https://glama.ai/mcp/servers/aranjan/kite-mcp/badges/score.svg)](https://glama.ai/mcp/servers/aranjan/kite-mcp) 🐍 🏠 - Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for holdings, orders, quotes, GTT triggers, and more with automated TOTP login. - [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) 🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. +- [autonsol/sol-mcp](https://github.com/autonsol/sol-mcp) [![sol-mcp MCP server](https://glama.ai/mcp/servers/autonsol/sol-mcp/badges/score.svg)](https://glama.ai/mcp/servers/autonsol/sol-mcp) 📇 ☁️ - Solana token risk scoring and pump.fun graduation signals. Score any token by mint address (0-100 risk, risk_label, holder concentration, liquidity), detect graduation momentum (buy/sell ratio, velocity), and query trust attestations. Live API. Freemium — 4 free tools, PRO via x402 micropayments ($0.01/call USDC). - [azeth-protocol/mcp-server](https://github.com/azeth-protocol/mcp-server) [![mcp-azeth MCP server](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth/badges/score.svg)](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth) 📇 ☁️ - Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information - [bolivian-peru/baozi-mcp](https://github.com/bolivian-peru/baozi-mcp) 📇 ☁️ - 68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet](https://baozi.bet) — browse markets, place bets, claim winnings, create markets, and earn affiliate commissions. - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations +- [clicks-protocol/mcp-server](https://github.com/clicks-protocol/clicks-protocol/tree/main/mcp-server) [![clicks-protocol/clicks-protocol MCP server](https://glama.ai/mcp/servers/clicks-protocol/clicks-protocol/badges/score.svg)](https://glama.ai/mcp/servers/clicks-protocol/clicks-protocol) 📇 ☁️ - Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split payments 80/20 (liquid/yield), withdraw anytime, simulate splits, check APY, and track on-chain referrals. Non-custodial, no lockup, MIT licensed. `npx @clicks-protocol/mcp-server` - [up2itnow0822/clawpay-mcp](https://github.com/up2itnow0822/clawpay-mcp) [![clawpay-mcp MCP server](https://glama.ai/mcp/servers/@up2itnow0822/clawpay-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@up2itnow0822/clawpay-mcp) 📇 ☁️ - Non-custodial x402 payment layer for AI agents. Agents sign transactions from their own wallet with on-chain spend limits — no custodial infrastructure, no API keys. Built on Base. - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API integration to fetch both stock and crypto information - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Bitte Protocol integration to run AI Agents on several blockchains. - [Cyberweasel777/botindex-mcp-server](https://github.com/Cyberweasel777/botindex-mcp-server) [![botindex](https://glama.ai/mcp/servers/Cyberweasel777/botindex-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Cyberweasel777/botindex-mcp-server) 📇 ☁️ - BotIndex + Agorion MCP server — AI signal intelligence API + agent service discovery network. x402 payment gating on premium endpoints. - [Bortlesboat/bitcoin-mcp](https://github.com/Bortlesboat/bitcoin-mcp) [![bitcoin-mcp MCP server](https://glama.ai/mcp/servers/@Bortlesboat/bitcoin-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@Bortlesboat/bitcoin-mcp) 🐍 🏠 🍎 🪟 🐧 - Self-hosted Bitcoin Core MCP server — 43 tools, 6 prompts, and 7 resources. Fee intelligence with USD conversion and send-now-or-wait advice, mempool analysis, mining pool rankings, market sentiment, block/transaction inspection, and BTC price. Your local node or hosted via Satoshi API (zero install). +- [botwallet-co/mcp](https://github.com/botwallet-co/mcp) [![botwallet-co/mcp MCP server](https://glama.ai/mcp/servers/botwallet-co/mcp/badges/score.svg)](https://glama.ai/mcp/servers/botwallet-co/mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Wallet for AI agents. Earn via invoices, spend on other agents and paid APIs, manage USDC on Solana with human-set spending limits and FROST 2-of-2 threshold signing. - [bubilife1202/crossfin](https://github.com/bubilife1202/crossfin) 📇 ☁️ - Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micropayments for AI agents. 16 tools, 9 exchanges, 11 bridge coins. - [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support. +- [calintzy/evmscope](https://github.com/calintzy/evmscope) [![calintzy/evmscope MCP server](https://glama.ai/mcp/servers/calintzy/evmscope/badges/score.svg)](https://glama.ai/mcp/servers/calintzy/evmscope) 📇 ☁️ - EVM blockchain intelligence toolkit with 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across Ethereum, Polygon, Arbitrum, Base, and Optimism. Zero config, no API keys required. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). +- [grahammccain/chart-library-mcp](https://github.com/grahammccain/chart-library-mcp) [![grahammccain/chart-library-mcp MCP server](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp/badges/score.svg)](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp) 🐍 ☁️ - Historical stock chart pattern intelligence for AI agents. 24M pre-computed embeddings across 15K stocks and 10 years of data. Search by ticker+date or screenshot to find the most similar historical patterns and see what happened next. 19 tools including pattern search, forward returns, regime analysis, and trade simulation. Install: `pip install chartlibrary-mcp`. Free tier: 200 calls/day. - [CryptoRugMunch/rug-munch-mcp](https://github.com/CryptoRugMunch/rug-munch-mcp) [![rug-munch-intelligence MCP server](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence) 🐍 ☁️ - 19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available. +- [4dmrkey/cryptopolitan-mcp](https://github.com/4dmrkey/cryptopolitan-mcp) [![4dmrkey/cryptopolitan-mcp MCP server](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp/badges/score.svg)](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp) ☁️ - Real-time cryptocurrency news, analysis, and price predictions for AI agents. 5 tools to search 50,000+ articles across 12 categories, filter by asset ticker (120+ coins), and access content with built-in attribution. Free with attribution. SSE and Streamable HTTP transport. +- [cct15/war-dashboard-data](https://github.com/cct15/war-dashboard-data) 🐍 ☁️ - Geopolitical conflict risk probabilities for AI agents. Covers 6 regions (Russia-Ukraine, Iran-Israel, China-Taiwan, etc.) with escalation/ceasefire/regime change probabilities at 1d/7d/30d horizons. Includes maritime chokepoint vessel data and political event probabilities. Updated daily. - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks - [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol. +- [conviction-fm/conviction-mcp](https://github.com/abcxz/conviction-fm) [![abcxz/conviction-fm MCP server](https://glama.ai/mcp/servers/abcxz/conviction-fm/badges/score.svg)](https://glama.ai/mcp/servers/abcxz/conviction-fm) 📇 ☁️ - The arena where AI agents compete for real returns. Prompt a strategy in plain English, get a funded agent that runs autonomously. Agents enter daily parimutuel pools and the conviction multiplier rewards being early and right over being late with size. - [dan1d/cobroya](https://github.com/dan1d/mercadopago-tool) [![cobroya MCP server](https://glama.ai/mcp/servers/dan1d/cobroya/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/cobroya) 📇 ☁️ 🍎 🪟 🐧 - Mercado Pago payments for AI agents — create payment links, search payments, and issue refunds. Built for LATAM merchants. - [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [![de-bridge MCP server](https://glama.ai/mcp/servers/@debridge-finance/de-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. - [debtstack-ai/debtstack-python](https://github.com/debtstack-ai/debtstack-python) 🐍 ☁️ - Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing. +- [OSOJDJD/deeplook](https://github.com/OSOJDJD/deeplook) [![OSOJDJD/deeplook MCP server](https://glama.ai/mcp/servers/OSOJDJD/deeplook/badges/score.svg)](https://glama.ai/mcp/servers/OSOJDJD/deeplook) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Free company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies. - [dan1d/dolar-mcp](https://github.com/dan1d/dolar-mcp) [![dolar-mcp MCP server](https://glama.ai/mcp/servers/dan1d/dolar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/dan1d/dolar-mcp) 📇 ☁️ - Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP, CCL, crypto, tarjeta — plus currency conversion and spread calculator. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more. - [douglasborthwick-crypto/mcp-server-insumer](https://github.com/douglasborthwick-crypto/mcp-server-insumer) [![mcp-server-insumer MCP server](https://glama.ai/mcp/servers/@douglasborthwick-crypto/mcp-server-insumer/badges/score.svg)](https://glama.ai/mcp/servers/@douglasborthwick-crypto/mcp-server-insumer) 📇 ☁️ - On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification, wallet trust profiles, compliance templates, merchant onboarding, ACP/UCP commerce protocols. - [edge-claw/mood-booster-agent](https://github.com/edge-claw/mood-booster-agent) [![mood-booster-agent MCP server](https://glama.ai/mcp/servers/@edge-claw/mood-booster-agent/badges/score.svg)](https://glama.ai/mcp/servers/@edge-claw/mood-booster-agent) 📇 ☁️ - ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE transport) with on-chain USDC tipping, ERC-8004 reputation feedback, and discovery across 6 chains. +- [AiAgentKarl/solana-mcp-server](https://github.com/AiAgentKarl/solana-mcp-server) [![AiAgentKarl/solana-mcp-server MCP server](https://glama.ai/mcp/servers/AiAgentKarl/solana-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/AiAgentKarl/solana-mcp-server) 🐍 🏠 - Solana blockchain data for AI agents — wallet balances, token prices, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder concentration, insider detection). - [ExpertVagabond/solana-mcp-server](https://github.com/ExpertVagabond/solana-mcp-server) [![ExpertVagabond/solana-mcp-server MCP server](https://glama.ai/mcp/servers/ExpertVagabond/solana-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ExpertVagabond/solana-mcp-server) 📇 ☁️ - 25 tools for Solana blockchain — wallet management, SOL/SPL token transfers, SPL token creation and minting, account operations, and network switching (mainnet/devnet/testnet). - [Handshake58/DRAIN-marketplace](https://github.com/Handshake58/DRAIN-marketplace) 📇 ☁️ - Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polygon. No API keys, no subscriptions. +- [hifriendbot/agentwallet-mcp](https://github.com/hifriendbot/agentwallet-mcp) [![hifriendbot/agentwallet-mcp MCP server](https://glama.ai/mcp/servers/hifriendbot/agentwallet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hifriendbot/agentwallet-mcp) 📇 ☁️ - Permissionless wallet infrastructure for AI agents. 29 tools for wallet creation, transaction signing, token transfers, and x402 payments across all EVM chains and Solana. No KYC, no API keys — agents pay with USDC. - [etbars/vibetrader-mcp](https://github.com/etbars/vibetrader-mcp) 🐍 ☁️ - AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage. - [Fan Token Intel MCP](https://github.com/BrunoPessoa22/chiliz-marketing-intel) 🐍 ☁️ - 67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth. - [fernsugi/x402-api-server](https://github.com/fernsugi/x402-api-server/tree/main/mcp-server) [![x402-api MCP server](https://glama.ai/mcp/servers/fernsugi/x402-api/badges/score.svg)](https://glama.ai/mcp/servers/fernsugi/x402-api) 📇 ☁️ - Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base). 8 endpoints: price feeds, gas tracker, DEX quotes, whale tracker, yield scanner, funding rates, token scanner, wallet profiler. No API keys needed. @@ -1050,13 +1186,21 @@ Provides direct access to local file systems with configurable permissions. Enab - [fernikolic/clawdentials](https://github.com/fernikolic/clawdentials) 📇 ☁️ - Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu). - [financialdatanet/mcp-server](https://github.com/financialdatanet/mcp-server) 🐍 🏠 🪟 🐧 - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and institutional trading data, sustainability data, earnings releases, and much more. - [finmap-org/mcp-server](https://github.com/finmap-org/mcp-server) - [finmap.org](https://finmap.org/) MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations. +- [Fund-z/fundzwatch-mcp](https://github.com/Fund-z/fundzwatch-mcp) [![Fund-z/fundzwatch-mcp MCP server](https://glama.ai/mcp/servers/Fund-z/fundzwatch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Fund-z/fundzwatch-mcp) 📇 ☁️ - Real-time business event intelligence for AI agents. Funding rounds, acquisitions, executive hires, AI-scored leads, and market intelligence. - [getAlby/mcp](https://github.com/getAlby/mcp) 🎖️ 📇 ☁️ 🏠 - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally. - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect +- [GeiserX/cashpilot-mcp](https://github.com/GeiserX/cashpilot-mcp) [![GeiserX/cashpilot-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/cashpilot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/cashpilot-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for CashPilot bandwidth-sharing dashboards. Monitor passive income, DePIN earnings, and container status across multiple sharing services. Docker image available. +- [giskard09/argentum-core](https://github.com/giskard09/argentum-core) [![giskard09/argentum-core MCP server](https://glama.ai/mcp/servers/giskard09/argentum-core/badges/score.svg)](https://glama.ai/mcp/servers/giskard09/argentum-core) 🐍 🏠 - Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation on Arbitrum. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard. Karma-weighted verification, slashing, and Kleros dispute resolution. - [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value. +- [cryptobriefing/gloria-mcp](https://github.com/cryptobriefing/gloria-mcp) [![cryptobriefing/gloria-mcp MCP server](https://glama.ai/mcp/servers/cryptobriefing/gloria-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cryptobriefing/gloria-mcp) 🎖️ 🐍 ☁️ - AI-curated crypto news intelligence for agents. Real-time headlines with sentiment analysis, AI-generated recaps, keyword search, and ticker summaries across 16 categories including Bitcoin, Ethereum, DeFi, and AI. - [gpartin/CryptoGuardClient](https://github.com/gpartin/CryptoGuardClient) [![CryptoGuardClient MCP server](https://glama.ai/mcp/servers/gpartin/CryptoGuardClient/badges/score.svg)](https://glama.ai/mcp/servers/gpartin/CryptoGuardClient) 🐍 ☁️ - Per-transaction deterministic crypto validator for AI trading agents. Validate trades (PROCEED/CAUTION/BLOCK), scan tokens, detect rug pulls — powered by WaveGuard physics engine. 5 free calls/day, x402 USDC payments. `pip install CryptoGuardClient` - [gosodax/builders-sodax-mcp-server](https://github.com/gosodax/builders-sodax-mcp-server) [![sodax-builders-mcp MCP server](https://glama.ai/mcp/servers/@gosodax/sodax-builders-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@gosodax/sodax-builders-mcp) 📇 ☁️ - SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for 17+ networks. Query swaps, lending, solver volume, and intent history from your AI coding assistant. +- [goodmeta/intelligence-mcp](https://github.com/goodmeta/intelligence-mcp) [![intelligence-mcp MCP server](https://glama.ai/mcp/servers/goodmeta/intelligence-mcp/badges/score.svg)](https://glama.ai/mcp/servers/goodmeta/intelligence-mcp) 📇 ☁️ - Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for activity across AP2, ACP, x402, MPP, and UCP protocols. Returns scored opportunities with recommended actions. Free protocol comparison + paid scan via x402 USDC. +- [Helm-Protocol/openttt-mcp](https://github.com/Helm-Protocol/openttt-mcp) [![openttt-mcp MCP server](https://glama.ai/mcp/servers/Helm-Protocol/openttt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Helm-Protocol/openttt-mcp) 📇 ☁️ - Proof-of-Time temporal attestation for AI agents. 4 HTTPS sources, 54K+ proofs. Claude Desktop compatible. - [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains - [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics +- [hypurrquant/perp-cli](https://github.com/hypurrquant/perp-cli) [![perp-cli MCP server](https://glama.ai/mcp/servers/hypurrquant/perp-cli/badges/score.svg)](https://glama.ai/mcp/servers/hypurrquant/perp-cli) 📇 ☁️ 🏠 🍎 🪟 🐧 - Multi-DEX perpetual futures trading MCP server for Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, trade execution with dry-run safety, funding rate arbitrage scanning, portfolio analytics, and cross-exchange comparison. +- [sentien-labs/verdictswarm-mcp](https://github.com/sentien-labs/verdictswarm-mcp) [![sentien-labs/verdictswarm-mcp MCP server](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp) 📇 🏠 - Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder concentration, and wash trading through adversarial consensus. - [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany). - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. - [IndigoProtocol/indigo-mcp](https://github.com/IndigoProtocol/indigo-mcp) [![indigo-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp) 📇 ☁️ 🏠 - MCP server for Indigo Protocol on Cardano — iAsset prices, CDP/loan analytics, stability pools, INDY staking, governance, and DEX data for LLM agents @@ -1065,6 +1209,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain. - [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more. - [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface. +- [JhiNResH/maiat-protocol](https://github.com/JhiNResH/maiat-protocol) [![JhiNResH/maiat-protocol MCP server](https://glama.ai/mcp/servers/JhiNResH/maiat-protocol/badges/score.svg)](https://glama.ai/mcp/servers/JhiNResH/maiat-protocol) 📇 ☁️ - Trust infrastructure for the agent economy. 4 tools: agent trust scores (18K+ agents indexed), token rug pull forensics, outcome reporting for oracle feedback loop, and Scarab reputation points. Hosted MCP at `https://app.maiat.io/api/mcp`. - [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API - [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API - [joepangallo/mcp-server-agentpay](https://github.com/joepangallo/mcp-server-agentpay) [![ict1p5dlrr MCP server](https://glama.ai/mcp/servers/ict1p5dlrr/badges/score.svg)](https://glama.ai/mcp/servers/ict1p5dlrr) 📇 ☁️ - Payment gateway for autonomous AI agents. Single gateway key for tool discovery, auto-provisioning, and pay-per-call metering. Supports Stripe and x402 USDC for fully autonomous wallet funding. @@ -1093,6 +1238,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) 🐍 ☁️ - Tracking the latest trending tokens on CoinGecko. - [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) 🐍 ☁️ - Serving as a structured knowledge base of crypto whitepapers. - [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. +- [make-software/cspr-trade-mcp](https://github.com/make-software/cspr-trade-mcp) [![make-software/cspr-trade-mcp MCP server](https://glama.ai/mcp/servers/make-software/cspr-trade-mcp/badges/score.svg)](https://glama.ai/mcp/servers/make-software/cspr-trade-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Non-custodial DEX trading on the Casper Network via [CSPR.trade](https://cspr.trade). 14 tools for market data, swaps, liquidity, and account queries. Transactions built remotely, signed locally — private keys never leave the machine. Public endpoint: `https://mcp.cspr.trade/mcp` - [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - An MCP server that aggregates live governance proposals from major DAOs. - [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities. - [kukapay/dex-pools-mcp](https://github.com/kukapay/dex-pools-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to DEX liquidity pool data. @@ -1122,10 +1268,13 @@ Provides direct access to local file systems with configurable permissions. Enab - [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain. - [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs. - [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions. +- [Frontier-Compute/zcash-mcp](https://github.com/Frontier-Compute/zcash-mcp) [![Frontier-Compute/zcash-mcp MCP server](https://glama.ai/mcp/servers/Frontier-Compute/zcash-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Frontier-Compute/zcash-mcp) 📇 ☁️ - Zcash shielded operations for AI agents. Chain queries, memo decoding, on-chain attestation, and proof verification. - [KyuRish/trading212-mcp-server](https://github.com/KyuRish/trading212-mcp-server) [![trading212-mcp-server MCP server](https://glama.ai/mcp/servers/@KyuRish/trading212-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@KyuRish/trading212-mcp-server) 🐍 ☁️ - Trading 212 API integration with 28 tools for portfolio management, trading (market/limit/stop orders), pies, dividends, market data, and analytics. Built-in rate limiting. - [klever-io/mcp-klever-vm](https://github.com/klever-io/mcp-klever-vm) 🎖️ 📇 ☁️ - Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling. - [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data. -- [lightningfaucet/mcp-server](https://github.com/lightningfaucet/mcp-server) 📇 ☁️ - AI Agent Bitcoin wallet with L402 payments - operators fund agents, agents make autonomous Lightning Network payments. +- [lightningfaucet/lightning-wallet-mcp](https://github.com/lightningfaucet/lightning-wallet-mcp) [![lightningfaucet/lightning-wallet-mcp MCP server](https://glama.ai/mcp/servers/lightningfaucet/lightning-wallet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lightningfaucet/lightning-wallet-mcp) 📇 ☁️ - Give AI agents a Bitcoin Lightning wallet with L402/X402 paid API support, operator/agent hierarchy, budget controls, and CLI interface. +- [likidodefi/riskstate-mcp](https://github.com/likidodefi/riskstate-mcp) 📇 ☁️ 🍎 🪟 🐧 - Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH. [![likidodefi/riskstate-mcp MCP server](https://glama.ai/mcp/servers/likidodefi/riskstate-mcp/badges/score.svg)](https://glama.ai/mcp/servers/likidodefi/riskstate-mcp) +- [unixlamadev-spec/lightningprox-mcp](https://github.com/unixlamadev-spec/lightningprox-mcp) [![unixlamadev-spec/lightningprox-mcp MCP server](https://glama.ai/mcp/servers/unixlamadev-spec/lightningprox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/unixlamadev-spec/lightningprox-mcp) 📇 🏎️ - MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning. Supports vision/multimodal. - [unixlamadev-spec/lpxpoly-mcp](https://github.com/unixlamadev-spec/lpxpoly-mcp) [![unixlamadev-spec/lpxpoly-mcp MCP server](https://glama.ai/mcp/servers/unixlamadev-spec/lpxpoly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/unixlamadev-spec/lpxpoly-mcp) 📇 ☁️ — Polymarket prediction market analysis via LightningProx. Find mispriced markets, analyze specific markets, get top markets by volume. Pay per request with Bitcoin Lightning spend tokens. - [lnbits/LNbits-MCP-Server](https://github.com/lnbits/LNbits-MCP-Server) - Am MCP server for LNbits Lightning Network wallet integration. - [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript. @@ -1136,9 +1285,12 @@ Provides direct access to local file systems with configurable permissions. Enab - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. +- [mission69b/t2000](https://github.com/mission69b/t2000) [![mission69b/t2000 MCP server](https://glama.ai/mcp/servers/mission69b/t2000/badges/score.svg)](https://glama.ai/mcp/servers/mission69b/t2000) 📇 ☁️ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus. +- [moxiespirit/oathscore](https://github.com/moxiespirit/oathscore) [![oath-score MCP server](https://glama.ai/mcp/servers/moxiespirit/oath-score/badges/score.svg)](https://glama.ai/mcp/servers/moxiespirit/oath-score) 🐍 ☁️ - The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality ratings (0-100) for financial data APIs. 8 MCP tools. - [muvon/mcp-binance-futures](https://github.com/muvon/mcp-binance-futures) [![binance](https://glama.ai/mcp/servers/Muvon/mcp-binance-futures/badges/score.svg)](https://glama.ai/mcp/servers/Muvon/mcp-binance-futures) 🐍 ☁️ - MCP server for Binance USDT-M Futures trading — exposes tools for market data, account state, order management, and position/margin control. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) 🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration. +- [nicholasbester/clickup-cli](https://github.com/nicholasbester/clickup-cli) [![clickup-cli MCP server](https://glama.ai/mcp/servers/nicholasbester/clickup-cli/badges/score.svg)](https://glama.ai/mcp/servers/nicholasbester/clickup-cli) 🦀 🏠 ☁️ 🍎 🪟 🐧 - ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-efficient compact responses (~98% smaller than raw JSON), flattening nested objects for minimal context usage. Also works as a standalone CLI. - [nikicat/mcp-wallet-signer](https://github.com/nikicat/mcp-wallet-signer) 📇 🏠 - Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask, etc.) for signing. Private keys never leave the browser; every action requires explicit user approval via EIP-6963. - [nullpath-labs/mcp-client](https://github.com/nullpath-labs/mcp-client) [![mcp-client MCP server](https://glama.ai/mcp/servers/@nullpath-labs/mcp-client/badges/score.svg)](https://glama.ai/mcp/servers/@nullpath-labs/mcp-client) 📇 ☁️ 🍎 🪟 🐧 - AI agent marketplace with x402 micropayments. Discover, execute, and pay agents per-request via MCP with USDC on Base. - [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data @@ -1148,14 +1300,18 @@ Provides direct access to local file systems with configurable permissions. Enab - [openMF/mcp-mifosx-self-service](https://github.com/openMF/mcp-mifosx-self-service) 🐍 ☁️ - A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract. - [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports. - [payclaw/mcp-server](https://github.com/payclaw/mcp-server) [![payclaw-mcp MCP server](https://glama.ai/mcp/servers/@payclaw/payclaw-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@payclaw/payclaw-mcp) 📇 ☁️ - Virtual Visa cards for AI agents. Just-in-time card issuance per transaction, human-approved spend authorization, MCP-native. Works anywhere Visa is accepted. +- [mikusnuz/pexbot-mcp](https://github.com/mikusnuz/pexbot-mcp) [![mikusnuz/pexbot-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/pexbot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/pexbot-mcp) 📇 ☁️ - AI simulated crypto trading with real-time Upbit prices. 11 tools for registration, trading, and autonomous AI investment with 100M KRW virtual balance. `npx -y @pexbot/mcp` - [PaulieB14/graph-aave-mcp](https://github.com/PaulieB14/graph-aave-mcp) [![graph-aave-mcp MCP server](https://glama.ai/mcp/servers/@PaulieB14/graph-aave-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@PaulieB14/graph-aave-mcp) 📇 ☁️ - AAVE V2/V3 lending protocol data across 7 chains via The Graph — reserves, user positions, health factors, liquidations, flash loans, and governance. - [PaulieB14/graph-polymarket-mcp](https://github.com/PaulieB14/graph-polymarket-mcp) [![graph-polymarket-mcp MCP server](https://glama.ai/mcp/servers/@PaulieB14/graph-polymarket-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@PaulieB14/graph-polymarket-mcp) 📇 ☁️ - Polymarket prediction market data via The Graph — markets, positions, orders, user activity, and real-time odds. - [plagtech/spraay-x402-mcp](https://github.com/plagtech/spraay-x402-mcp) [![spraay-x402-mcp MCP server](https://glama.ai/mcp/servers/@plagtech/spraay-x402-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@plagtech/spraay-x402-mcp) 📇 ☁️ - Pay-per-call onchain data, AI models, and batch USDC payments on Base via x402 micropayments. 9 tools including swap quotes, token prices, wallet balances, ENS resolution, and multi-recipient batch transfers. - [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. +- [PreReason/mcp](https://github.com/PreReason/mcp) [![prereason-mcp MCP server](https://glama.ai/mcp/servers/PreReason/mcp/badges/score.svg)](https://glama.ai/mcp/servers/PreReason/mcp) 📇 ☁️ - Pre-reasoned Bitcoin and macro market briefings with trend signals, confidence scores, and regime classification. 17 briefings covering BTC, Fed balance sheet, M2, Treasury yields, and cross-asset correlations. - [pricepertoken/mcp-server](https://pricepertoken.com/mcp) 📇 ☁️ - LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price. +- [pythia-the-oracle/pythia-oracle-mcp](https://github.com/pythia-the-oracle/pythia-oracle-mcp) [![pythia-the-oracle/pythia-oracle-mcp MCP server](https://glama.ai/mcp/servers/pythia-the-oracle/pythia-oracle-mcp/badges/score.svg)](https://glama.ai/mcp/servers/pythia-the-oracle/pythia-oracle-mcp) 🐍 ☁️ - On-chain calculated crypto indicators (EMA, RSI, Bollinger Bands, Volatility) for 22 tokens via Chainlink oracle. 484 indicator feeds, 4 timeframes, free trial faucet. - [qbt-labs/openmm-mcp](https://github.com/qbt-labs/openmm-mcp) [![openmm-mcp MCP server](https://glama.ai/mcp/servers/QBT-Labs/openmm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/QBT-Labs/openmm-mcp) 📇 ☁️ - AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DEX trading, and liquidity management - [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts. +- [QuantOracledev/quantoracle](https://github.com/QuantOracledev/quantoracle) [![QuantOracledev/quantoracle MCP server](https://glama.ai/mcp/servers/QuantOracledev/quantoracle/badges/score.svg)](https://glama.ai/mcp/servers/QuantOracledev/quantoracle) 📇 ☁️ - 63 deterministic quant finance tools for AI agents — options pricing, risk metrics, portfolio optimization, Monte Carlo, technical indicators, crypto/DeFi, and FX/macro. 1,000 free calls/day, no API key. - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys - [QuantToGo/quanttogo-mcp](https://github.com/QuantToGo/quanttogo-mcp) [![quanttogo-mcp MCP server](https://glama.ai/mcp/servers/@QuantToGo/quanttogo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@QuantToGo/quanttogo-mcp) 📇 ☁️ – Macro-factor quantitative trading signals for AI agents. 8 tools for strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance. - [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. @@ -1164,8 +1320,13 @@ Provides direct access to local file systems with configurable permissions. Enab - [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network. - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. +- [sapph1re/findata-mcp](https://github.com/sapph1re/findata-mcp) [![sapph1re/findata-mcp MCP server](https://glama.ai/mcp/servers/sapph1re/findata-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sapph1re/findata-mcp) 🐍 ☁️ - Real-time stocks, company fundamentals, FRED economic indicators (800k+ series), SEC filings, and crypto prices. Five tools, $0.01/call via x402 micropayments on Base mainnet. No signup required. - [shareseer/shareseer-mcp-server](https://github.com/shareseer/shareseer-mcp-server) 🏎️ ☁️ - MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com) +- [ShipItAndPray/mcp-market-data](https://github.com/ShipItAndPray/mcp-market-data) [![ShipItAndPray/mcp-market-data MCP server](https://glama.ai/mcp/servers/ShipItAndPray/mcp-market-data/badges/score.svg)](https://glama.ai/mcp/servers/ShipItAndPray/mcp-market-data) 📇 🏠 ☁️ 🍎 🪟 🐧 - Live cryptocurrency market data. 8 tools for real-time prices, OHLCV, order books, and market summaries. Zero API keys required. Zero dependencies. +- [lmwharton/sieve-mcp](https://github.com/lmwharton/sieve-mcp) [![lmwharton/sieve-mcp MCP server](https://glama.ai/mcp/servers/lmwharton/sieve-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lmwharton/sieve-mcp) 🐍 ☁️ - AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensions, get a Sieve Score (0-140) with evidence-typed findings and a clear meeting recommendation. Built for VCs, solo GPs, and angel investors. +- [SidneyBissoli/bcb-br-mcp](https://github.com/SidneyBissoli/bcb-br-mcp) [![bcb-br-mcp MCP server](https://glama.ai/mcp/servers/SidneyBissoli/bcb-br-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SidneyBissoli/bcb-br-mcp) 📇 ☁️ 🍎 🪟 🐧 - Brazilian Central Bank (BCB) economic data — 18,000+ time series including Selic, IPCA, exchange rates, GDP, and 150+ curated indicators via the SGS/BCB public API. - [softvoyagers/fakturka-api](https://github.com/softvoyagers/fakturka-api) 📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required. +- [spfunctions/simplefunctions-cli](https://github.com/spfunctions/simplefunctions-cli) [![simplefunctions-cli MCP server](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli/badges/score.svg)](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli) 📇 ☁️ - Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed. - [System-R-AI/systemr-python](https://github.com/System-R-AI/systemr-python) [![systemr-python MCP server](https://glama.ai/mcp/servers/System-R-AI/systemr-python/badges/score.svg)](https://glama.ai/mcp/servers/System-R-AI/systemr-python) 🐍 ☁️ - Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments. - [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights. - [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate. @@ -1174,7 +1335,10 @@ Provides direct access to local file systems with configurable permissions. Enab - [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server. - [trayders/trayd-mcp](https://github.com/trayders/trayd-mcp) 🐍 ☁️ - Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code. - [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents. +- [Fluke-Studio/uk-business-intelligence-mcp](https://github.com/Fluke-Studio/uk-business-intelligence-mcp) [![Fluke-Studio/uk-business-intelligence-mcp MCP server](https://glama.ai/mcp/servers/Fluke-Studio/uk-business-intelligence-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Fluke-Studio/uk-business-intelligence-mcp) 📇 ☁️ - Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one call. Four data sources, single JSON response. - [VENTURE-AI-LABS/cryptodataapi-mcp](https://github.com/VENTURE-AI-LABS/cryptodataapi-mcp) 📇 ☁️ - Real-time crypto market data for AI agents — market health scores, derivatives, funding rates, ETF flows, cycle indicators, and 100+ endpoints via CryptoDataAPI. +- [veroq-ai/veroq-mcp](https://github.com/veroq-ai/veroq-mcp) [![veroq-mcp MCP server](https://glama.ai/mcp/servers/Veroq-ai/veroq-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Veroq-ai/veroq-mcp) 📇 ☁️ - 62 verified intelligence tools — claim verification with evidence chains, market data for 1,061+ tickers, trading signals, SEC filings, insider trades, technical analysis, and multi-agent verified swarm. +- [minhoyoo-iotrust/WAIaaS](https://github.com/minhoyoo-iotrust/WAIaaS) [![minhoyoo-iotrust/WAIaaS MCP server](https://glama.ai/mcp/servers/minhoyoo-iotrust/WAIaaS/badges/score.svg)](https://glama.ai/mcp/servers/minhoyoo-iotrust/WAIaaS) 📇 🏠 🍎 🪟 🐧 - Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto: transfers, DeFi (swap, lend, stake, bridge, perp, yield), NFTs, smart contracts, transaction signing, and x402 payments. Solana + EVM with session auth and spending policies. - [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API. - [W3Ship/w3ledger-mcp-server](https://github.com/baskcart/w3ledger-mcp-server) [![w3ledger-mcp-server MCP server](https://glama.ai/mcp/servers/@baskcart/w3ledger-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@baskcart/w3ledger-mcp-server) 📇 ☁️ - Self-verifying ledger MCP server with dual-signed transactions, gift cards, sponsor cards, and W3SH loyalty tiers. Supports EVM, ML-DSA-65, and SLH-DSA post-quantum signatures. - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. @@ -1184,52 +1348,71 @@ Provides direct access to local file systems with configurable permissions. Enab - [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. - [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca. +- [thoughtproof/thoughtproof-mcp](https://github.com/ThoughtProof/thoughtproof-mcp) [![thoughtproof-mcp MCP server](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp) 📇 ☁️ - Adversarial multi-model reasoning verification for AI agents before trades execute. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base (USDC). Part of the 4-issuer Combined Attestation Standard with InsumerAPI, RNWY, and Maiat. ### 🎮 Gaming Integration with gaming related data, game engines, and services +- [3aKHP/prts-mcp](https://github.com/3aKHP/prts-mcp) [![3aKHP/prts-mcp MCP server](https://glama.ai/mcp/servers/3aKHP/prts-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3aKHP/prts-mcp) 🐍 📇 ☁️ 🏠 - MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS Wiki](https://prts.wiki) API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. +- [butterlatte-zhang/unity-ai-bridge](https://github.com/butterlatte-zhang/unity-ai-bridge) [![butterlatte-zhang/unity-ai-bridge MCP server](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge/badges/score.svg)](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge) #️ 🐍 🏠 🍎 🪟 - Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) ☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api). +- [gregario/dnd-oracle](https://github.com/gregario/dnd-oracle) [![dnd-oracle MCP server](https://glama.ai/mcp/servers/gregario/dnd-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/dnd-oracle) 📇 🏠 - D&D 5e SRD reference and analysis with monster search, spell lookup, encounter building, and loadout analysis. 10 tools, 1198 entities embedded. - [gregario/godot-forge](https://github.com/gregario/godot-forge) [![godot-forge MCP server](https://glama.ai/mcp/servers/gregario/godot-forge/badges/score.svg)](https://glama.ai/mcp/servers/gregario/godot-forge) 📇 🏠 🍎 🪟 🐧 - Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→4 migration mapping, script analysis, scene parsing, screenshots, and LSP diagnostics. +- [gregario/lorcana-oracle](https://github.com/gregario/lorcana-oracle) [![lorcana-oracle MCP server](https://glama.ai/mcp/servers/gregario/lorcana-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/lorcana-oracle) 📇 🏠 - Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and franchise browsing. 7 tools, 2,710 cards embedded. - [gregario/hearthstone-oracle](https://github.com/gregario/hearthstone-oracle) [![hearthstone-oracle MCP server](https://glama.ai/mcp/servers/gregario/hearthstone-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/hearthstone-oracle) 📇 🏠 - Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering card lookup, deck decoding, archetype classification, class identities, matchup theory, and game concepts. HearthstoneJSON data. - [gregario/mtg-oracle](https://github.com/gregario/mtg-oracle) [![gregario/mtg-oracle MCP server](https://glama.ai/mcp/servers/gregario/mtg-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/mtg-oracle) 📇 🏠 - Magic: The Gathering card search, rules lookup, deck analysis, price data, and Commander intelligence. 14 tools, Scryfall + Academy Ruins + Commander Spellbook data. - [gregario/onepiece-oracle](https://github.com/gregario/onepiece-oracle) [![onepiece-oracle MCP server](https://glama.ai/mcp/servers/gregario/onepiece-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/onepiece-oracle) 📇 🏠 - One Piece TCG card search, deck analysis, cost curves, leader browsing, and counter strategy tools. 6 tools, 4,348 cards embedded. +- [gregario/tft-oracle](https://github.com/gregario/tft-oracle) [![tft-oracle MCP server](https://glama.ai/mcp/servers/gregario/tft-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/tft-oracle) 📇 🏠 - Teamfight Tactics champion, trait, item, and augment reference. 8 tools with full Set 16 data from CommunityDragon, including synergy lookups, item recipes, and rolling odds. - [gregario/warhammer-oracle](https://github.com/gregario/warhammer-oracle) [![gregario/warhammer-oracle MCP server](https://glama.ai/mcp/servers/gregario/warhammer-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/warhammer-oracle) 📇 🏠 - Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheets, keyword definitions, phase sequences, and game flow. 6 tools, 3148 units embedded. - [Erodenn/godot-mcp-runtime](https://github.com/Erodenn/godot-mcp-runtime) [![godot-runtime-mcp MCP server](https://glama.ai/mcp/servers/@Erodenn/godot-runtime-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@Erodenn/godot-runtime-mcp) 📇 🏠 🍎 🪟 🐧 - MCP server for Godot 4.x with runtime control via injected UDP bridge: input simulation, screenshots, UI discovery, and live GDScript execution while the game is running. - [hkaanengin/opendota-mcp-server](https://github.com/hkaanengin/opendota-mcp-server) 🐍 🏠 ☁️ - MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support. +- [hope1026/weppy-roblox-mcp](https://github.com/hope1026/weppy-roblox-mcp) [![roblox-mcp MCP server](https://glama.ai/mcp/servers/hope1026/roblox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hope1026/roblox-mcp) 📇 🏠 🍎 🪟 - MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) directly control a live Roblox Studio session — create scripts, instances, terrain, lighting, and assets via natural language. 21 tools, 140+ actions, bidirectional sync, and automated playtest. - [IvanMurzak/Unity-MCP](https://github.com/IvanMurzak/Unity-MCP) #️⃣ 🏠 🍎 🪟 🐧 - MCP Server for Unity Editor and for a game made with Unity - [jiayao/mcp-chess](https://github.com/jiayao/mcp-chess) 🐍 🏠 - A MCP server playing chess against LLMs. +- [jkiley129/steam-mcp](https://github.com/jkiley129/steam-mcp) [![steam-mcp MCP server](https://glama.ai/mcp/servers/jkiley129/steam-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jkiley129/steam-mcp) 📇 🏠 🍎 🪟 🐧 - Connect Claude to your Steam library. Query your games, playtime, recently played, and store metadata via natural language. - [kitao/pyxel-mcp](https://github.com/kitao/pyxel-mcp) [![pyxel-mcp MCP server](https://glama.ai/mcp/servers/@kitao/pyxel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@kitao/pyxel-mcp) 🐍 🏠 - MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabling AI to run, capture screenshots, inspect sprites, and analyze audio of Pyxel games. - [kkjdaniel/bgg-mcp](https://github.com/kkjdaniel/bgg-mcp) 🏎️ ☁️ - An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2). -- [n24q02m/better-godot-mcp](https://github.com/n24q02m/better-godot-mcp) [![godot](https://glama.ai/mcp/servers/@n24q02m/better-godot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/better-godot-mcp) 📇 🏠 🍎 🪟 🐧 - 18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input mapping, and signals. +- [lodordev/mcp-romm](https://github.com/lodordev/mcp-romm) [![lodordev/mcp-romm MCP server](https://glama.ai/mcp/servers/lodordev/mcp-romm/badges/score.svg)](https://glama.ai/mcp/servers/lodordev/mcp-romm) 🐍 🏠 - MCP server for [RomM](https://github.com/rommapp/romm) retro game library manager. 19 read-only tools for browsing platforms, searching ROMs, viewing metadata, managing collections, tracking saves, firmware, devices, and task monitoring. OAuth2 auth with automatic token refresh. - [zefarie/pterodactyl-mcp](https://github.com/zefarie/pterodactyl-mcp) [![pterodactyl](https://glama.ai/mcp/servers/zefarie/pterodactyl-mcp/badges/score.svg)](https://glama.ai/mcp/servers/zefarie/pterodactyl-mcp) 📇 ☁️ 🏠 - Manage Pterodactyl and Pelican game server panels through AI. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, and eggs. - [n24q02m/better-godot-mcp](https://github.com/n24q02m/better-godot-mcp) [![better-godot-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/better-godot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/better-godot-mcp) 📇 🏠 🍎 🪟 🐧 - 18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input mapping, and signals. - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. +- [razz-games/razz-mcp](https://github.com/razz-games/razz-mcp) [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/score.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) 📇 ☁️ - Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering for any AI agent. [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/card.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools. - [sonirico/mcp-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine. - [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. +- [alex-gon/thegamecrafter-mcp-server](https://github.com/alex-gon/thegamecrafter-mcp-server) [![alex-gon/thegamecrafter-mcp-server MCP server](https://glama.ai/mcp/servers/alex-gon/thegamecrafter-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/alex-gon/thegamecrafter-mcp-server) 📇 ☁️ - Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing. +- [jhomen368/steam-reviews-mcp](https://github.com/jhomen368/steam-reviews-mcp) [![steam-reviews-mcp MCP server](https://glama.ai/mcp/servers/@jhomen368/steam-reviews-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@jhomen368/steam-reviews-mcp) 📇 ☁️ - Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions. - [tomholford/mcp-tic-tac-toe](https://github.com/tomholford/mcp-tic-tac-toe) 🏎️ 🏠 - Play Tic Tac Toe against an AI opponent using this MCP server. - [youichi-uda/godot-mcp-pro](https://github.com/youichi-uda/godot-mcp-pro) 📇 🏠 🍎 🪟 🐧 - Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging. +- [HadiCherkaoui/crafty-mcp](https://github.com/HadiCherkaoui/crafty-mcp) [![HadiCherkaoui/crafty-mcp MCP server](https://glama.ai/mcp/servers/HadiCherkaoui/crafty-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HadiCherkaoui/crafty-mcp) 📇 🏠 🍎 🪟 🐧 - MCP server for managing Minecraft servers through [Crafty Controller 4](https://craftycontrol.com). Start, stop, backup, send commands, manage files, schedules, webhooks, and users via the Crafty API. ### 🏠 Home Automation Control smart home devices, home network equipment, and automation systems. - [apiarya/wemo-mcp-server](https://github.com/apiarya/wemo-mcp-server) - [![wemo-mcp-server MCP server](https://glama.ai/mcp/servers/@apiarya/wemo-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@apiarya/wemo-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Control WeMo smart home devices via AI assistants using natural language. Built on pywemo for 100% local control — no cloud dependency. Supports dimmer brightness, device rename, HomeKit codes, and multi-phase discovery. +- [Hybirdss/smartest-tv](https://github.com/Hybirdss/smartest-tv) [![Hybirdss/smartest-tv MCP server](https://glama.ai/mcp/servers/Hybirdss/smartest-tv/badges/score.svg)](https://glama.ai/mcp/servers/Hybirdss/smartest-tv) 🐍 🏠 🍎 🪟 🐧 - Control any smart TV with natural language. Play Netflix, YouTube, Spotify by name with deep linking, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, no cloud required. - [kambriso/fritzbox-mcp-server](https://github.com/kambriso/fritzbox-mcp-server) 🏎️ 🏠 - Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions ### 🧠 Knowledge & Memory Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions. +- [andreas-roennestad/openhive-mcp](https://github.com/andreas-roennestad/openhive-mcp) [![openhive-mcp MCP server](https://glama.ai/mcp/servers/andreas-roennestad/openhive-mcp/badges/score.svg)](https://glama.ai/mcp/servers/andreas-roennestad/openhive-mcp) 📇 ☁️ - Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after resolving. Semantic search via pgvector, duplicate detection, auto-scoring. `npx openhive-mcp`, Free to use - [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content +- [timmx7/acheron-mcp-server](https://github.com/timmx7/acheron-mcp-server) [![acheron-mcp-server MCP server](https://glama.ai/mcp/servers/timmx7/acheron-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/timmx7/acheron-mcp-server) 📇 🏠 - Cross-surface persistent memory for Claude. Bridges context between Claude Chat, Code, and Cowork via local SQLite with full-text search. Save decisions, preferences, and insights in one surface, retrieve them in any other. - [20alexl/mini_claude](https://github.com/20alexl/mini_claude) 🐍 🏠 - Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama. - [agentic-mcp-tools/memora](https://github.com/agentic-mcp-tools/memora) 🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management. - [aitytech/agentkits-memory](https://github.com/aitytech/agentkits-memory) [![agentkits-memory MCP server](https://glama.ai/mcp/servers/@aitytech/agentkits-memory/badges/score.svg)](https://glama.ai/mcp/servers/@aitytech/agentkits-memory) 📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client. +- [AliceLJY/recallnest](https://github.com/AliceLJY/recallnest) [![recallnest MCP server](https://glama.ai/mcp/servers/AliceLJY/recallnest/badges/score.svg)](https://glama.ai/mcp/servers/AliceLJY/recallnest) 📇 🏠 🍎 🪟 🐧 - Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph with PPR traversal, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB + SQLite, zero external dependencies. +- [ailenshen/apple-notes-mcp](https://github.com/ailenshen/apple-notes-mcp) [![apple-notes-mcp MCP server](https://glama.ai/mcp/servers/ailenshen/apple-notes-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ailenshen/apple-notes-mcp) 📇 🏠 🍎 - Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite queries for listing/searching, AppleScript + native import for full CRUD. Supports stdio and Streamable HTTP transports. - [AgenticRevolution/memory-nexus-cloud](https://github.com/AgenticRevolution/memory-nexus-cloud) 📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial. +- [AgentModule/mcp](https://github.com/AgentModule/mcp) [![AgentModule/mcp MCP server](https://glama.ai/mcp/servers/AgentModule/mcp/badges/score.svg)](https://glama.ai/mcp/servers/AgentModule/mcp) 📇 ☁️ - Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases engineered for autonomous agent consumption via MCP. Ethics module (22 modules, EU AI Act mapped) included with every membership. Free 24hr ethics trial. +- [AlekseiMarchenko/central-intelligence](https://github.com/AlekseiMarchenko/central-intelligence) [![central-intelligence MCP server](https://glama.ai/mcp/servers/AlekseiMarchenko/central-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/AlekseiMarchenko/central-intelligence) 📇 ☁️ - Persistent memory for AI agents. Five tools (remember, recall, context, forget, share) with semantic search via vector embeddings and agent/user/org scoping. Works with Claude Code, Cursor, Windsurf, and any MCP client. - [epicsagas/alcove](https://github.com/epicsagas/alcove)[![alcove MCP server](https://glama.ai/mcp/servers/epicsagas/alcove/badges/score.svg)](https://glama.ai/mcp/servers/epicsagas/alcove) 🦀 🏠 🍎 🪟 🐧 - MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos. - [alibaizhanov/mengram](https://github.com/alibaizhanov/mengram) [![mengram MCP server](https://glama.ai/mcp/servers/@alibaizhanov/mengram/badges/score.svg)](https://glama.ai/mcp/servers/@alibaizhanov/mengram) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs. - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering @@ -1238,12 +1421,17 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. - [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API. +- [cg3-llc/prior_mcp](https://github.com/cg3-llc/prior_mcp) [![cg3-llc/prior_mcp MCP server](https://glama.ai/mcp/servers/cg3-llc/prior_mcp/badges/score.svg)](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io) - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation +- [ChrisGVE/workspace-qdrant-mcp](https://github.com/ChrisGVE/workspace-qdrant-mcp) [![workspace-qdrant-mcp MCP server](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) 🦀 📇 🏠 🍎 🪟 🐧 - Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. **Alpha** — testers and feedback welcome. - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [conversation-handoff-mcp](https://github.com/trust-delta/conversation-handoff-mcp) 📇 🏠 - Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter. - [cryptosquanch/legends-mcp](https://github.com/cryptosquanch/legends-mcp) 📇 🏠 🍎 🪟 🐧 - Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required. +- [dcostenco/prism-mcp](https://github.com/dcostenco/prism-mcp) [![dcostenco/BCBA MCP server](https://glama.ai/mcp/servers/dcostenco/BCBA/badges/score.svg)](https://glama.ai/mcp/servers/dcostenco/BCBA) 📇 🏠 🍎 🪟 🐧 - Zero-config persistent memory for AI agents with local SQLite. Mind Palace web dashboard, time travel (rewind/replay sessions), agent telepathy (cross-client memory sharing), code mode templates, morning briefings, and progressive context loading. 25 tools, 6 resources, 4 prompts. +- [darktw/usecortex-mcp](https://github.com/darktw/usecortex-mcp) [![darktw/usecortex-mcp MCP server](https://glama.ai/mcp/servers/darktw/usecortex-mcp/badges/score.svg)](https://glama.ai/mcp/servers/darktw/usecortex-mcp) ☁️ - Persistent knowledge memory for AI agents. Two-way flow: read context into projects and write discoveries back. Structured by topic with AES-256 encryption. +- [decisionnode/DecisionNode](https://github.com/decisionnode/DecisionNode) [![decisionnode/DecisionNode MCP server](https://glama.ai/mcp/servers/decisionnode/DecisionNode/badges/score.svg)](https://glama.ai/mcp/servers/decisionnode/DecisionNode) 📇 🏠 🍎 🪟 🐧 - Record development decisions as structured JSON, embed as vectors via Gemini, and search semantically over MCP. Shared store across Claude Code, Cursor, Windsurf, and any MCP client. CLI + MCP server, local-only, free Gemini embedding tier. - [Destrayon/Connapse](https://github.com/Destrayon/Connapse) [![Destrayon/Connapse MCP server](https://glama.ai/mcp/servers/Destrayon/Connapse/badges/score.svg)](https://glama.ai/mcp/servers/Destrayon/Connapse) #️⃣ 🏠 🍎 🪟 🐧 - Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP tools. .NET, Docker-ready. - [deusXmachina-dev/memorylane](https://github.com/deusXmachina-dev/memorylane) 📇 ☁️ 🏠 🍎 - Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity history to AI assistants via MCP with semantic search, timeline browsing, and event detail retrieval. - [dodopayments/contextmcp](https://github.com/dodopayments/context-mcp) 📇 ☁️ 🏠 - Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search. @@ -1254,7 +1442,9 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. - [g1itchbot8888-del/agent-memory](https://github.com/g1itchbot8888-del/agent-memory) 🐍 🏠 - Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required. - [ErebusEnigma/context-memory](https://github.com/ErebusEnigma/context-memory) 🐍 🏠 🍎 🪟 🐧 - Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard. +- [For-Sunny/hebbian-mind-enterprise](https://github.com/For-Sunny/hebbian-mind-enterprise) [![hebbian-mind-enterprise MCP server](https://glama.ai/mcp/servers/For-Sunny/hebbian-mind-enterprise/badges/score.svg)](https://glama.ai/mcp/servers/For-Sunny/hebbian-mind-enterprise) 🐍 🏠 🍎 🪟 🐧 - Self-organizing neural graph memory with Hebbian learning for AI systems. Connections strengthen through co-activation and weaken through temporal decay. 118+ learning nodes, dual-write architecture, and sub-millisecond reads. - [evc-team-relay-mcp](https://github.com/entire-vc/evc-team-relay-mcp) [![evc-team-relay-mcp MCP server](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp) - Give AI agents read/write access to your Obsidian vault via MCP +- [dl4rce/flaiwheel](https://github.com/dl4rce/flaiwheel) [![flaiwheel MCP server](https://glama.ai/mcp/servers/dl4rce/flaiwheel/badges/score.svg)](https://glama.ai/mcp/servers/dl4rce/flaiwheel) 🐍 🏠 🍎 🪟 🐧 - Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container, zero cloud dependencies. - [fabio-rovai/open-ontologies](https://github.com/fabio-rovai/open-ontologies) [![open-ontologies MCP server](https://glama.ai/mcp/servers/fabio-rovai/open-ontologies/badges/score.svg)](https://glama.ai/mcp/servers/fabio-rovai/open-ontologies) 🦀 🏠 - AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store. - [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad). - [GetCacheOverflow/CacheOverflow](https://github.com/GetCacheOverflow/CacheOverflow) 📇 ☁️ - AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs. @@ -1266,19 +1456,24 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [harrison/ai-counsel](https://github.com/harrison/ai-counsel) - 🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory. - [HatmanStack/ragstack-mcp](https://github.com/HatmanStack/RAGStack-Lambda/tree/main/src/ragstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB). - [hifriendbot/cogmemai-mcp](https://github.com/hifriendbot/cogmemai-mcp) 📇 ☁️ 🍎 🪟 🐧 - Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project scoping. Zero local databases. +- [hyunjae-labs/lore](https://github.com/hyunjae-labs/lore) [![hyunjae-labs/lore MCP server](https://glama.ai/mcp/servers/hyunjae-labs/lore/badges/score.svg)](https://glama.ai/mcp/servers/hyunjae-labs/lore) 📇 🏠 🍎 🪟 🐧 - Semantic search across Claude Code conversations. Hybrid vector + keyword search with Reciprocal Rank Fusion, fully local, background indexing, project-selective. - [idapixl/algora-mcp-server](https://github.com/idapixl/algora-mcp-server) [![idapixl-algora-mcp-server MCP server](https://glama.ai/mcp/servers/idapixl-algora-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/idapixl-algora-mcp-server) 📇 ☁️ - Browse and search open-source bounties on Algora. 5 tools: list, search, filter by org/tech/amount, get top bounties, aggregate stats. No API key required. -- [idapixl/idapixl-web-research-mcp](https://github.com/idapixl/idapixl-web-research-mcp) [![idapixl-web-research-mcp MCP server](https://glama.ai/mcp/servers/idapixl-web-research-mcp/badges/score.svg)](https://glama.ai/mcp/servers/idapixl-web-research-mcp) 📇 ☁️ - AI-powered web research server with search, page fetching, and multi-source synthesis. Cleans HTML to markdown, extracts excerpts, and produces structured research briefs. Available on Apify. +- [IgorGanapolsky/mcp-memory-gateway](https://github.com/IgorGanapolsky/mcp-memory-gateway) [![IgorGanapolsky/mcp-memory-gateway MCP server](https://glama.ai/mcp/servers/IgorGanapolsky/mcp-memory-gateway/badges/score.svg)](https://glama.ai/mcp/servers/IgorGanapolsky/mcp-memory-gateway) 📇 🏠 - Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks. - [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations. - [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification. - [jcdickinson/simplemem](https://github.com/jcdickinson/simplemem) 🏎️ ☁️ 🐧 - A simple memory tool for coding agents using DuckDB and VoyageAI. +- [JinNing6/Noosphere](https://github.com/JinNing6/Noosphere) [![JinNing6/Noosphere MCP server](https://glama.ai/mcp/servers/JinNing6/Noosphere/badges/score.svg)](https://glama.ai/mcp/servers/JinNing6/Noosphere) 🐍 ☁️ - Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe, soul imprint authentication, and automated content moderation via CI/CD. - [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features. - [kael-bit/engram-rs](https://github.com/kael-bit/engram-rs) [![engram-rs MCP server](https://glama.ai/mcp/servers/@kael-bit/engram-rs/badges/score.svg)](https://glama.ai/mcp/servers/@kael-bit/engram-rs) 📇 🏠 🍎 🪟 🐧 - Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies. - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud - [keepgoing-dev/mcp-server](https://github.com/keepgoing-dev/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/keepgoing-dev/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keepgoing-dev/mcp-server) 📇 🏠 🍎 🪟 🐧 - Project memory for AI coding sessions. Auto-captures checkpoints on git commits, branch switches, and inactivity, then provides re-entry briefings so AI assistants pick up where you left off. Local-first, no account required. +- [KVANTRA-dev/NOUZ-MCP](https://github.com/KVANTRA-dev/NOUZ-MCP) [![NOUZ-MCP MCP server](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP/badges/score.svg)](https://glama.ai/mcp/servers/KVANTRA-dev/NOUZ-MCP) 🐍 🏠 🍎 🪟 🐧 - Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up core_mix aggregation, semantic bridge discovery, and drift detection. `pip install nouz-mcp` - [linxule/lotus-wisdom-mcp](https://github.com/linxule/lotus-wisdom-mcp) 📇 🏠 ☁️ - Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker. - [louis030195/easy-obsidian-mcp](https://github.com/louis030195/easy-obsidian-mcp) 📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access. +- [lyonzin/knowledge-rag](https://github.com/lyonzin/knowledge-rag) [![lyonzin/knowledge-rag MCP server](https://glama.ai/mcp/servers/lyonzin/knowledge-rag/badges/score.svg)](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers. - [mattjoyce/mcp-persona-sessions](https://github.com/mattjoyce/mcp-persona-sessions) 🐍 🏠 - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools. - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf +- [memstate-ai/memstate-mcp](https://github.com/memstate-ai/memstate-mcp) [![memstate-mcp MCP server](https://glama.ai/mcp/servers/memstate-ai/memstate-mcp/badges/score.svg)](https://glama.ai/mcp/servers/memstate-ai/memstate-mcp) 📇 ☁️ - Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval. - [michael-denyer/memory-mcp](https://github.com/michael-denyer/memory-mcp) 🐍 🏠 🍎 🪟 🐧 - Two-tier memory with hot cache (instant injection) and cold semantic search. Auto-promotes frequently-used patterns, extracts knowledge from Claude outputs, and organizes via knowledge graph relationships. - [mercurialsolo/counsel-mcp](https://github.com/mercurialsolo/counsel-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions. - [mlorentedev/hive](https://github.com/mlorentedev/hive) [![hive MCP server](https://glama.ai/mcp/servers/mlorentedev/hive/badges/score.svg)](https://glama.ai/mcp/servers/mlorentedev/hive) 🐍 🏠 🍎 🪟 🐧 - On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client. @@ -1286,6 +1481,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage. - [MyAgentHubs/aimemo](https://github.com/MyAgentHubs/aimemo) 🏎️ 🏠 🍎 🪟 🐧 - Zero-dependency MCP memory server. Single binary, 100% local, no Docker. - [n24q02m/mnemo-mcp](https://github.com/n24q02m/mnemo-mcp) [![mnemo-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/mnemo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/mnemo-mcp) 🐍 🏠 🍎 🪟 🐧 - Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits. +- [ndjordjevic/pinrag](https://github.com/ndjordjevic/pinrag) [![ndjordjevic/pinrag MCP server](https://glama.ai/mcp/servers/ndjordjevic/pinrag/badges/score.svg)](https://glama.ai/mcp/servers/ndjordjevic/pinrag) 🐍 🏠 - RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query with citations. - [nicholasglazer/gnosis-mcp](https://github.com/nicholasglazer/gnosis-mcp) 🐍 🏠 - Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying - [novyxlabs/novyx-mcp](https://github.com/novyxlabs/novyx-core/tree/main/packages/novyx-mcp) [![novyx-mcp-desktop MCP server](https://glama.ai/mcp/servers/@novyxlabs/novyx-mcp-desktop/badges/score.svg)](https://glama.ai/mcp/servers/@novyxlabs/novyx-mcp-desktop) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Persistent AI agent memory with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite mode or cloud API. 23 tools, 6 resources, 3 prompts. @@ -1293,9 +1489,11 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [omega-memory/omega-memory](https://github.com/omega-memory/omega-memory) 🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first. - [AgentBase1/mcp-server](https://github.com/AgentBase1/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/AgentBase1/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/AgentBase1/mcp-server) 📇 ☁️ - AgentBase: open registry of agent instruction files for AI agents. Search and retrieve system prompts, skills, workflows, domain packs, and safety filters via MCP tools. 44 files, CC0-licensed, free. - [pallaprolus/mendeley-mcp](https://github.com/pallaprolus/mendeley-mcp) 🐍 ☁️ - MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection. +- [paladini/mcp-me](https://github.com/paladini/mcp-me) [![paladini/mcp-me MCP server](https://glama.ai/mcp/servers/paladini/mcp-me/badges/score.svg)](https://glama.ai/mcp/servers/paladini/mcp-me) 📇 🏠 🍎 🪟 🐧 - Digital identity layer for AI — your bio, career, skills, interests, and projects always available to every AI tool. Auto-generates profile from 342+ public APIs (GitHub, Medium, Strava, Goodreads, etc.), 13 real-time plugins (Spotify, Last.fm, Steam), YAML-based profiles with privacy-first local storage. Works with Claude Desktop, Cursor, Windsurf, and any MCP client. - [papersflow-ai/papersflow-mcp](https://github.com/papersflow-ai/papersflow-mcp) [![papers-flow MCP server](https://glama.ai/mcp/servers/papersflow-ai/papers-flow/badges/score.svg)](https://glama.ai/mcp/servers/papersflow-ai/papers-flow) 📇 ☁️ - Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research with 7 specialized AI agents and 474M+ papers from Semantic Scholar and OpenAlex. Literature search, citation verification, citation graph exploration, and autonomous deep research workflows. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents. - [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding. +- [penfieldlabs/penfield-mcp](https://github.com/penfieldlabs/penfield-mcp) [![penfield-mcp MCP server](https://glama.ai/mcp/servers/penfieldlabs/penfield-mcp/badges/score.svg)](https://glama.ai/mcp/servers/penfieldlabs/penfield-mcp) 🐍 ☁️ - - 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client. - [pfillion42/memviz](https://github.com/pfillion42/memviz) 📇 🏠 🍎 🪟 🐧 - Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph. - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine. - [pomazanbohdan/memory-mcp-1file](https://github.com/pomazanbohdan/memory-mcp-1file) 🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents. @@ -1304,12 +1502,18 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [redleaves/context-keeper](https://github.com/redleaves/context-keeper) 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE). - [roomi-fields/notebooklm-mcp](https://github.com/roomi-fields/notebooklm-mcp) [![notebooklm-mcp MCP server](https://glama.ai/mcp/servers/@roomi-fields/notebooklm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@roomi-fields/notebooklm-mcp) 📇 🏠 🍎 🪟 🐧 - Full automation of Google NotebookLM — Q&A with citations, audio podcasts, video, content generation, source management, and notebook library. MCP + HTTP REST API. - [rushikeshmore/CodeCortex](https://github.com/rushikeshmore/CodeCortex) [![codecortex MCP server](https://glama.ai/mcp/servers/@rushikeshmore/codecortex/badges/score.svg)](https://glama.ai/mcp/servers/@rushikeshmore/codecortex) 📇 🏠 🍎 🪟 🐧 - Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) via tree-sitter native parsing (28 languages) and serves via MCP. 14 tools, ~85% token reduction. Works with Claude Code, Cursor, Codex, and any MCP client. +- [s60yucca/mnemos](https://github.com/s60yucca/mnemos) [![s60yucca/mnemos MCP server](https://glama.ai/mcp/servers/s60yucca/mnemos/badges/score.svg)](https://glama.ai/mcp/servers/s60yucca/mnemos) 🏎️ 🏠 🍎 🪟 🐧 - Persistent memory engine for AI coding agents. Stores architecture decisions, bug root causes, and project conventions across sessions. Single Go binary with embedded SQLite, FTS5 search, context assembly within token budgets, and autopilot setup for Claude Code, Kiro, and Cursor. - [SecurityRonin/alaya](https://github.com/SecurityRonin/alaya) [![SecurityRonin/alaya MCP server](https://glama.ai/mcp/servers/SecurityRonin/alaya/badges/score.svg)](https://glama.ai/mcp/servers/SecurityRonin/alaya) 🦀 🏠 🍎 🪟 🐧 - Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates knowledge through a Bjork-strength lifecycle (strengthening, transformation, forgetting), and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools. Install via `npx alaya-mcp`. +- [SecurityRonin/docx-mcp](https://github.com/SecurityRonin/docx-mcp) [![docx-mcp MCP server](https://glama.ai/mcp/servers/SecurityRonin/docx-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SecurityRonin/docx-mcp) 🐍 🏠 🍎 🪟 🐧 - Read and edit Word (.docx) documents with track changes, comments, footnotes, and structural validation. The only MCP server combining w:ins/w:del tracked changes, threaded comments, and footnotes with OOXML-level paraId validation and document auditing. 18 tools, Python 3.10+. - [shinpr/mcp-local-rag](https://github.com/shinpr/mcp-local-rag) 📇 🏠 - Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required. +- [ShipItAndPray/mcp-memory](https://github.com/ShipItAndPray/mcp-memory) [![ShipItAndPray/mcp-memory MCP server](https://glama.ai/mcp/servers/ShipItAndPray/mcp-memory/badges/score.svg)](https://glama.ai/mcp/servers/ShipItAndPray/mcp-memory) 📇 🏠 🍎 🪟 🐧 - Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies. +- [sgx-labs/statelessagent](https://github.com/sgx-labs/statelessagent) [![statelessagent MCP server](https://glama.ai/mcp/servers/sgx-labs/statelessagent/badges/score.svg)](https://glama.ai/mcp/servers/sgx-labs/statelessagent) 🏎️ 🏠 🍎 🪟 🐧 - Memory with provenance tracking — records where agent knowledge originated and detects when sources change. 17 MCP tools for session handoffs, decisions, semantic search, and knowledge graph. Works across Claude Code, Cursor, Windsurf, Codex CLI, and Gemini CLI. Single Go binary, SQLite + vector search, fully local. - [l33tdawg/sage](https://github.com/l33tdawg/sage) [![s-age MCP server](https://glama.ai/mcp/servers/l33tdawg/s-age/badges/score.svg)](https://glama.ai/mcp/servers/l33tdawg/s-age) 🏎️ 🏠 🍎 🪟 🐧 - Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's committed — no more storing garbage. 13 MCP tools, runs locally, works with any MCP-compatible model. Backed by 4 published research papers. - [Smart-AI-Memory/empathy-framework](https://github.com/Smart-AI-Memory/empathy-framework) 🐍 🏠 - Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs. +- [rps321321/obsidian-mcp-pro](https://github.com/rps321321/obsidian-mcp-pro) [![rps321321/obsidian-mcp-pro MCP server](https://glama.ai/mcp/servers/rps321321/obsidian-mcp-pro/badges/score.svg)](https://glama.ai/mcp/servers/rps321321/obsidian-mcp-pro) 📇 🏠 🍎 🪟 🐧 - Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-text search, note CRUD, frontmatter queries, tag management, backlinks, graph traversal (BFS up to 5 hops), orphan/broken link detection, and canvas support. Auto-detects vault, path traversal protection, MIT licensed. - [smith-and-web/obsidian-mcp-server](https://github.com/smith-and-web/obsidian-mcp-server) 📇 🏠 🍎 🪟 🐧 - SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring. - [smriti-AA/smriti](https://github.com/smriti-AA/smriti) [![smriti MCP server](https://glama.ai/mcp/servers/@Smriti-AA/smriti/badges/score.svg)](https://glama.ai/mcp/servers/@Smriti-AA/smriti) 🦀 🏠 🍎 🪟 🐧 - Self-hosted knowledge store and memory layer for AI agents with knowledge graph, wiki-links, full-text search (FTS5), and agent memory with namespaces and TTL. +- [skill-seekers/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers) [![yusufkaraaslan/Skill_Seekers MCP server](https://glama.ai/mcp/servers/yusufkaraaslan/Skill_Seekers/badges/score.svg)](https://glama.ai/mcp/servers/yusufkaraaslan/Skill_Seekers) 🐍 🏠 🍎 🪟 🐧 - Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms. - [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server. - [tomohiro-owada/devrag](https://github.com/tomohiro-owada/devrag) 🏎️ 🏠 🍎 🪟 🐧 - Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by directory and filename patterns. - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources @@ -1321,6 +1525,8 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors. - [varun29ankuS/shodh-memory](https://github.com/varun29ankuS/shodh-memory) 🦀 🏠 - Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices. - [vectorize-io/hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory +- [wazionapps/nexo](https://github.com/wazionapps/nexo) [![wazionapps/nexo MCP server](https://glama.ai/mcp/servers/wazionapps/nexo/badges/score.svg)](https://glama.ai/mcp/servers/wazionapps/nexo) 🐍 🏠 - Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools. +- [whynowlab/jarvis-orb](https://github.com/whynowlab/jarvis-orb) [![whynowlab/jarvis-orb MCP server](https://glama.ai/mcp/servers/whynowlab/jarvis-orb/badges/score.svg)](https://glama.ai/mcp/servers/whynowlab/jarvis-orb) 🐍 🏠 - Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb. - [teolex2020/AuraSDK](https://github.com/teolex2020/AuraSDK) [![teolex2020-aurasdk MCP server](https://glama.ai/mcp/servers/teolex2020-aurasdk/badges/score.svg)](https://glama.ai/mcp/servers/teolex2020-aurasdk) 🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted. - [arthurpanhku/Arthor-Agent](https://github.com/arthurpanhku/Arthor-Agent) [![arthor-agent MCP server](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent/badges/score.svg)](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent) 🐍 🏠 ☁️ - ... @@ -1331,16 +1537,21 @@ Access to legal information, legislation, and legal databases. Enables AI models - [ark-forge/mcp-eu-ai-act](https://github.com/ark-forge/mcp-eu-ai-act) [![mcp-eu-ai-act MCP server](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act/badges/score.svg)](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act) 📇 ☁️ - EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance. - [buildsyncinc/gibs-mcp](https://github.com/buildsyncinc/gibs-mcp) 🐍 ☁️ - Regulatory compliance (AI Act, GDPR, DORA) with article-level citations - [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - An MCP server that provides comprehensive US legislation. +- [open-agreements/open-agreements](https://github.com/open-agreements/open-agreements) [![open-agreements/open-agreements MCP server](https://glama.ai/mcp/servers/open-agreements/open-agreements/badges/score.svg)](https://glama.ai/mcp/servers/open-agreements/open-agreements) 📇 🏠 ☁️ 🍎 🐧 🪟 - Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files. +- [philrox/ris-mcp-ts](https://github.com/philrox/ris-mcp-ts) [![philrox/ris-mcp-ts MCP server](https://glama.ai/mcp/servers/philrox/ris-mcp-ts/badges/score.svg)](https://glama.ai/mcp/servers/philrox/ris-mcp-ts) 📇 ☁️ - Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools. ### 🗺️ Location Services Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics. - [bamwor-dev/bamwor-mcp-server](https://github.com/bamwor-dev/bamwor-mcp-server) [![bamwor-mcp-server MCP server](https://glama.ai/mcp/servers/bamwor-dev/bamwor-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/bamwor-dev/bamwor-mcp-server) 📇 ☁️ - World geographic data for AI agents. 261 countries with 20+ statistics and 13.4M cities with population, coordinates, and timezone. Powered by Bamwor API. +- [baphometnxg/aloha-fyi-mcp](https://github.com/baphometnxg/aloha-fyi-mcp) [![baphometnxg/aloha-fyi-mcp MCP server](https://glama.ai/mcp/servers/baphometnxg/aloha-fyi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/baphometnxg/aloha-fyi-mcp) 📇 ☁️ - First dedicated Hawaii tourism MCP server. 2,583 bookable tours from Viator, GetYourGuide, Klook, and Groupon, plus 579 events across 70+ venues on Oahu, Maui, Big Island, and Kauai. Results ship with affiliate booking links. Hosted Streamable HTTP endpoint — no install required. Powered by [aloha.fyi](https://aloha.fyi). - [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API - [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface - [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions. +- [discava/mcp-server](https://github.com/discava/mcp-server) 📇 ☁️ - Search Millions of local businesses worldwide (Europe, Northamerica, Southamerica, Asia, Oceania), confidence scores, and agent trust rankings. No API key required. [![discava/mcp-server](https://glama.ai/mcp/servers/discava/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/discava/mcp-server) - [gaopengbin/cesium-mcp](https://github.com/gaopengbin/cesium-mcp) [![gaopengbin/cesium-mcp MCP server](https://glama.ai/mcp/servers/gaopengbin/cesium-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gaopengbin/cesium-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to CesiumJS — camera flight, GeoJSON/3D Tiles layers, markers, spatial analysis, heatmaps, and more through 19 natural language tools. +- [GeiserX/pumperly-mcp](https://github.com/GeiserX/pumperly-mcp) [![GeiserX/pumperly-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/pumperly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/pumperly-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for Pumperly fuel price comparison. Query gas station prices, plan fuel-efficient routes, and find nearby EV charging stations. Docker image available. - [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API. - [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API - [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.) @@ -1352,6 +1563,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra - [mahdin75/gis-mcp](https://github.com/mahdin75/gis-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations. - [matbel91765/gis-mcp-server](https://github.com/matbel91765/gis-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage) - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details +- [cablate/mcp-google-map](https://github.com/cablate/mcp-google-map) [![cablate/mcp-google-map MCP server](https://glama.ai/mcp/servers/cablate/mcp-google-map/badges/score.svg)](https://glama.ai/mcp/servers/cablate/mcp-google-map) 📇 ☁️ 🏠 - Google Maps MCP server with 8 tools (geocode, search, directions, elevation), stdio + StreamableHTTP transport, Agent Skill definitions, and standalone exec CLI mode. - [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. @@ -1369,40 +1581,54 @@ Tools for creating and editing marketing content, working with web meta data, pr - [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow. - [alexey-pelykh/lhremote](https://github.com/alexey-pelykh/lhremote) 📇 🏠 - Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol. - [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement. +- [BRNDMK/brandomica-mcp-server](https://github.com/BRNDMK/brandomica-mcp-server) [![brandomica-mcp-server MCP server](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server) 📇 ☁️ - Brand name verification across domains (with pricing), social handles, trademarks (USPTO), web presence, app stores, and SaaS channels. Safety scoring, linguistic/phonetic screening, and filing readiness. - [Citedy/citedy-seo-agent](https://github.com/Citedy/citedy-seo-agent) [![citedy-seo-agent MCP server](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent/badges/score.svg)](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent) 📇 ☁️ - Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analyze competitors, find content gaps, generate SEO articles in 55 languages with AI illustrations and voice-over, create social adaptations for 9 platforms, generate AI avatar videos with subtitles, ingest any URL (YouTube, PDF, audio), create lead magnets, and run content autopilot. +- [competlab/competlab-mcp-server](https://github.com/competlab/competlab-mcp-server) [![competlab-mcp-server MCP server](https://glama.ai/mcp/servers/competlab/competlab-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/competlab/competlab-mcp-server) 📇 ☁️ - Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand. +- [mikusnuz/meta-ads-mcp](https://github.com/mikusnuz/meta-ads-mcp) [![mikusnuz/meta-ads-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/meta-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/meta-ads-mcp) 📇 ☁️ - MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad campaigns, audiences, creatives, insights, catalogs, and automated rules. - [shensi8312/blogburst-mcp-server](https://github.com/shensi8312/blogburst-mcp-server) 📇 ☁️ - AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly. - [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. - [damientilman/mailchimp-mcp-server](https://github.com/damientilman/mailchimp-mcp-server) [![mailchimp-mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations. - [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts. - [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations. +- [Nolas-Shadow/agent1st-ads-mcp](https://github.com/Nolas-Shadow/agent1st-ads-mcp) [![Nolas-Shadow/agent1st-ads-mcp MCP server](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp) 📇 ☁️ - Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One tool call creates a complete campaign — targeting, creative, budget, and ad. Requires license from [agent1st.io/ads](https://agent1st.io/ads/). - [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. - [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. - [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably. +- [sharozdawa/ai-visibility](https://github.com/sharozdawa/ai-visibility) [![ai-visibility MCP server](https://glama.ai/mcp/servers/sharozdawa/ai-visibility/badges/score.svg)](https://glama.ai/mcp/servers/sharozdawa/ai-visibility) 📇 🏠 - Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts. - [SearchAtlas](https://github.com/Search-Atlas-Group/searchatlas-mcp-server) [![search-atlas-mcp-server MCP server](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server)📇 ☁️ - SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM brand visibility monitoring via 16 specialized tools. - [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API. - [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor. +- [Sweeppea-Development-Lab/sweeppea-mcp-info](https://github.com/Sweeppea-Development-Lab/sweeppea-mcp-info) [![Sweeppea-Development-Lab/sweeppea-mcp-info MCP server](https://glama.ai/mcp/servers/Sweeppea-Development-Lab/sweeppea-mcp-info/badges/score.svg)](https://glama.ai/mcp/servers/Sweeppea-Development-Lab/sweeppea-mcp-info) 📇 ☁️ - Sweepstakes management platform with 70 MCP tools for legally compliant promotions in the US and Canada. Manage participants, official rules, winner drawings, entry pages, billing, and more. Requires a [Sweeppea](https://www.sweeppea.com/) subscription. - [tomba-io/tomba-mcp-server](https://github.com/tomba-io/tomba-mcp-server) 📇 ☁️ - Email discovery, verification, and enrichment tools. Find email addresses, verify deliverability, enrich contact data, discover authors and LinkedIn profiles, validate phone numbers, and analyze technology stacks. ### 📊 Monitoring Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. +- [alilxxey/openobserve-community-mcp](https://github.com/alilxxey/openobserve-community-mcp) [![alilxxey/openobserve-community-mcp MCP server](https://glama.ai/mcp/servers/alilxxey/openobserve-community-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alilxxey/openobserve-community-mcp) 🐍 🏠 🍎 🪟 🐧 - Read-only MCP server for OpenObserve Community Edition via REST API. Search logs, traces, stream schemas, and dashboards without requiring the Enterprise license. - [Alog/alog-mcp](https://github.com/saikiyusuke/alog-mcp) 📇 ☁️ - AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform. - [avivsinai/langfuse-mcp](https://github.com/avivsinai/langfuse-mcp) 🐍 ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications. - [dynatrace-oss/dynatrace-mcp](https://github.com/dynatrace-oss/dynatrace-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics. - [edgedelta/edgedelta-mcp-server](https://github.com/edgedelta/edgedelta-mcp-server) 🎖️ 🏎️ ☁️ – Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines. - [ejcho623/agent-breadcrumbs](https://github.com/ejcho623/agent-breadcrumbs) 📇 ☁️ 🏠 - Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks. - [getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring +- [GeiserX/duplicacy-mcp](https://github.com/GeiserX/duplicacy-mcp) [![GeiserX/duplicacy-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/duplicacy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/duplicacy-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for Duplicacy backup monitoring. Query backup job status and Prometheus metrics from a Duplicacy exporter. Docker image available. +- [GeiserX/genieacs-mcp](https://github.com/GeiserX/genieacs-mcp) [![GeiserX/genieacs-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/genieacs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/genieacs-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server that bridges any GenieACS (TR-069 ACS) instance, exposing device data, firmware management, and CPE actions (reboot, parameter refresh, firmware download) over JSON-RPC. Docker image available. - [gjenkins20/unofficial-fortimonitor-mcp-server](https://github.com/gjenkins20/unofficial-fortimonitor-mcp-server) [![unofficial-forti-monitor-mcp-server MCP server](https://glama.ai/mcp/servers/@gjenkins20/unofficial-forti-monitor-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@gjenkins20/unofficial-forti-monitor-mcp-server) 🐍 ☁️ 🍎 🪟 🐧 - Unofficial FortiMonitor v2 API integration with 241 tools for server monitoring, outages, maintenance, metrics, notifications, and more. - [gjenkins20/webmin-mcp-server](https://github.com/gjenkins20/webmin-mcp-server) [![webmin-mcp-server MCP server](https://glama.ai/mcp/servers/@gjenkins20/webmin-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@gjenkins20/webmin-mcp-server) 🐍 ☁️ 🍎 🐧 - MCP server for Webmin with 61 tools for Linux system administration: services, users, storage, security, databases, and more. - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities +- [iris-eval/mcp-server](https://github.com/iris-eval/mcp-server) [![iris-eval/mcp-server MCP server](https://glama.ai/mcp/servers/iris-eval/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/iris-eval/mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection. - [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop. +- [ingero-io/ingero](https://github.com/ingero-io/ingero) [![ingero-io/ingero MCP server](https://glama.ai/mcp/servers/ingero-io/ingero/badges/score.svg)](https://glama.ai/mcp/servers/ingero-io/ingero) 🏎️ 🏠 🐧 - eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency. - [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF. - [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) 🐍 ☁️ - Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster +- [lodordev/mcp-tautulli](https://github.com/lodordev/mcp-tautulli) [![mcp-tautulli MCP server](https://glama.ai/mcp/servers/lodordev/mcp-tautulli/badges/score.svg)](https://glama.ai/mcp/servers/lodordev/mcp-tautulli) 🐍 🏠 - Tautulli (Plex media server monitoring) with 11 read-only tools for activity, history, library stats, user stats, transcode analysis, and resolution breakdowns. +- [log-logn/langfuse-mcp-java](https://github.com/Log-LogN/langfuse-mcp-java) [![langfuse-mcp-java MCP server](https://glama.ai/mcp/servers/Log-LogN/langfuse-mcp-java/badges/score.svg)](https://glama.ai/mcp/servers/Log-LogN/langfuse-mcp-java) ☕ ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, schema, observations and manage prompts. Full observability toolkit for LLM applications. (https://github.com/langfuse/langfuse) +- [mikusnuz/umami-mcp](https://github.com/mikusnuz/umami-mcp) [![mikusnuz/umami-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/umami-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/umami-mcp) 📇 ☁️ - Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, stats, sessions, events, reports, users, teams, and realtime monitoring. - [smigolsmigol/llmkit](https://github.com/smigolsmigol/llmkit) [![llmkit-mcp-server MCP server](https://glama.ai/mcp/servers/@smigolsmigol/llmkit-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@smigolsmigol/llmkit-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - AI API cost tracking and budget enforcement across 11 LLM providers. 6 tools for spend analytics, budget monitoring, session summaries, and key management. - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Query and interact with kubernetes environments monitored by Metoro - [metrxbots/mcp-server](https://github.com/metrxbots/mcp-server) [![metrx-mcp-server MCP server](https://glama.ai/mcp/servers/metrxbots/metrx-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/metrxbots/metrx-mcp-server) 🏠 ☁️ - AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains. @@ -1412,9 +1638,15 @@ Access and analyze application monitoring data. Enables AI models to review erro - [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - [Oluwatunmise-olat/mcp-server-logs-sieve](https://github.com/Oluwatunmise-olat/mcp-server-logs-sieve) [![mcp-server-logs-sieve MCP server](https://glama.ai/mcp/servers/Oluwatunmise-olat/mcp-server-logs-sieve/badges/score.svg)](https://glama.ai/mcp/servers/Oluwatunmise-olat/mcp-server-logs-sieve) 📇 ☁️ 🏠 🍎 🪟 🐧 - Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Provides access to OpenTelemetry traces and metrics through Logfire +- [Higangssh/homebutler](https://github.com/Higangssh/homebutler) [![homebutler MCP server](https://glama.ai/mcp/servers/Higangssh/homebutler/badges/score.svg)](https://glama.ai/mcp/servers/Higangssh/homebutler) 🏎️ 🏠 - All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies. +- [gsmethells/preflight-mcp](https://github.com/gsmethells/preflight-mcp) [![gsmethells/preflight-mcp MCP server](https://glama.ai/mcp/servers/gsmethells/preflight-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gsmethells/preflight-mcp) 🐍 ☁️ - TrustPilot for APIs — independent reliability ratings for APIs and MCP servers, powered by synthetic probes and crowdsourced agent telemetry. +- [incu6us/loki-mcp-server](https://github.com/incu6us/loki-mcp-server) [![incu6us/loki-mcp-server MCP server](https://glama.ai/mcp/servers/incu6us/loki-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/incu6us/loki-mcp-server) 🏎️ 🏠 🍎 🪟 🐧 - An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana. - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process） +- [Sudhan30/freshprobe](https://github.com/Sudhan30/freshprobe) [![Sudhan30/freshprobe MCP server](https://glama.ai/mcp/servers/Sudhan30/freshprobe/badges/score.svg)](https://glama.ai/mcp/servers/Sudhan30/freshprobe) 🏎️ ☁️ 🏠 - Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN verdicts with NIST AI RMF mapping. CLI + MCP server + HTTP API with Prometheus metrics and YAML policy engine. +- [shibley/apistatuscheck-mcp-server](https://github.com/shibley/apistatuscheck-mcp-server) [![apistatuscheck-mcp-server MCP server](https://glama.ai/mcp/servers/shibley/apistatuscheck-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/shibley/apistatuscheck-mcp-server) 📇 ☁️ - Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub, Stripe, OpenAI, Vercel, etc.) directly from AI assistants. Published on npm. - [speedofme-dev/speedofme-mcp](https://www.npmjs.com/package/@speedofme/mcp) 📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history - [TANTIOPE/datadog-mcp-server](https://github.com/TANTIOPE/datadog-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics. +- [ThinkneoAI/mcp-server](https://github.com/ThinkneoAI/mcp-server) [![ThinkneoAI/mcp-server MCP server](https://glama.ai/mcp/servers/ThinkneoAI/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ThinkneoAI/mcp-server) 🐍 ☁️ - ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control. - [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API. - [utapyngo/sentry-mcp-rs](https://github.com/utapyngo/sentry-mcp-rs) 🦀 ☁️ - Fast and minimal Sentry MCP server written in Rust - [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances @@ -1431,22 +1663,28 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language - [quietnotion/barevalue-mcp](https://github.com/quietnotion/barevalue-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation. - [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. +- [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. - [keiver/image-tiler-mcp-server](https://github.com/keiver/image-tiler-mcp-server) [![image-tiler-mcp-server MCP server](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server) 📇 🏠 🍎 🪟 🐧 - Full-resolution vision for LLMs. Tiles large images and captures web pages via Chrome CDP so vision models process every detail without downscaling. Generates interactive HTML tile previews. Supports Claude, OpenAI, Gemini presets with per-model token math and entropy-based tile classification. - [guimatheus92/mcp-video-analyzer](https://github.com/guimatheus92/mcp-video-analyzer) [![mcp-video-analyzer MCP server](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer/badges/score.svg)](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer) 📇 🏠 🍎 🪟 🐧 - MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required. +- [pastorsimon1798/mcp-video](https://github.com/pastorsimon1798/mcp-video) [![pastorsimon1798/mcp-video MCP server](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video/badges/score.svg)](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video) 🐍 🏠 🍎 🪟 🐧 - Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client. - [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections. - [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. - [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants. - [Tommertom/sonos-ts-mcp](https://github.com/Tommertom/sonos-ts-mcp) 📇 🏠 🍎 🪟 🐧 - Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols. +- [transloadit/node-sdk](https://github.com/transloadit/node-sdk/tree/main/packages/mcp-server) [![transloadit/node-sdk MCP server](https://glama.ai/mcp/servers/transloadit/node-sdk/badges/score.svg)](https://glama.ai/mcp/servers/transloadit/node-sdk) 📇 ☁️ 🏠 🍎 🪟 🐧 - Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, watermark, smart crop), document conversion, OCR, speech transcription, and more. Hosted or self-hosted via npx. - [torrentclaw/torrentclaw-mcp](https://github.com/torrentclaw/torrentclaw-mcp) 🎖️ 📇 ☁️ - Search and discover movies and TV shows with torrent links, quality scoring, streaming availability, and cast/crew metadata. - [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions - [video-edit-mcp](https://github.com/Aditya2755/video-edit-mcp) 🐍 🏠 🍎 🪟 - Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube downloads, and smart memory management for chaining operations without intermediate files - [TopazLabs/topaz-mcp](https://github.com/TopazLabs/topaz-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Supports 8 models including Standard V2, Wonder 2, Bloom, and Recover 3. +- [verIdyia/autoeq-mcp](https://github.com/verIdyia/autoeq-mcp) [![autoeq-mcp MCP server](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp/badges/score.svg)](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp) 🐍 🏠 🍎 🪟 🐧 - Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by name or sound signature, get parametric EQ settings, compare headphones band-by-band, and browse Harman preference score rankings. Includes automatic sound signature classification (Neutral, Warm, Bright, Dark, V-shaped, etc.). ### 📋 Product Management Tools for product planning, customer feedback analysis, and prioritization. +- [daiji-sshr/redmine-mcp-stateless](https://github.com/daiji-sshr/redmine-mcp-stateless) [![daiji-sshr/redmine-mcp-stateless MCP server](https://glama.ai/mcp/servers/daiji-sshr/redmine-mcp-stateless/badges/score.svg)](https://glama.ai/mcp/servers/daiji-sshr/redmine-mcp-stateless) 🐍 🏠 🐧 - Stateless Redmine MCP server. Credentials are passed per-request via HTTP headers and never stored on the server. Supports listing/creating/updating issues, full-text search across subjects, descriptions and comments, and editing journals (Redmine 5.0+). Deployable on RHEL (systemd) or Docker. - [dkships/pm-copilot](https://github.com/dkships/pm-copilot) 📇 ☁️ - Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization. +- [Lukaris/framedeck-mcp](https://github.com/Lukaris/framedeck-mcp) [![Lukaris/framedeck-mcp MCP server](https://glama.ai/mcp/servers/Lukaris/framedeck-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Lukaris/framedeck-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - [Framedeck](https://framedeck.app) is a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools for managing productions, stages, frames (cards), checklists, comments, and labels. Ideas land in an Idea Pool and graduate into full productions with stages (Idea → Scripting → Filming → Editing → Published). All tools ship with MCP safety annotations. `npx framedeck-mcp` - [spranab/saga-mcp](https://github.com/spranab/saga-mcp) [![saga-mcp MCP server](https://glama.ai/mcp/servers/@spranab/saga-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@spranab/saga-mcp) 📇 🏠 🍎 🪟 🐧 - A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools. ### 🏠 Real Estate @@ -1461,6 +1699,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [BrowseAI-HQ/BrowserAI-Dev](https://github.com/BrowseAI-HQ/BrowserAI-Dev) [![browse-ai MCP server](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai/badges/score.svg)](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai) 📇 ☁️ - Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK. - [Embassy-of-the-Free-Mind/sourcelibrary-v2](https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/tree/main/mcp-server) 📇 ☁️ - Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org) +- [kimimgo/viznoir](https://github.com/kimimgo/viznoir) [![viznoir MCP server](https://glama.ai/mcp/servers/kimimgo/viznoir/badges/score.svg)](https://glama.ai/mcp/servers/kimimgo/viznoir) 🐍 🏠 🐧 - Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa. - [mnemox-ai/idea-reality-mcp](https://github.com/mnemox-ai/idea-reality-mcp) [![idea-reality-mcp MCP server](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints. - [ovlabs/mcp-server-originalvoices](https://github.com/ovlabs/mcp-server-originalvoices) 📇 ☁️ - Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. @@ -1468,6 +1707,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [sh-patterson/legiscan-mcp](https://github.com/sh-patterson/legiscan-mcp) [![ggstefivzf MCP server](https://glama.ai/mcp/servers/ggstefivzf/badges/score.svg)](https://glama.ai/mcp/servers/ggstefivzf) 📇 ☁️ - Access legislative data from all 50 US states and Congress — search bills, get full text, track votes, and look up legislators via the LegiScan API. - [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. - [yusong652/pfc-mcp](https://github.com/yusong652/pfc-mcp) [![pfc-mcp MCP server](https://glama.ai/mcp/servers/yusong652/pfc-mcp/badges/score.svg)](https://glama.ai/mcp/servers/yusong652/pfc-mcp) 🐍 🏠 🪟 - MCP server for [ITASCA PFC](https://www.itascacg.com/software/pfc) discrete element simulation — browse documentation, execute scripts, capture plots, and manage long-running tasks via a WebSocket bridge to the PFC GUI. +- [yusong652/yade-mcp](https://github.com/yusong652/yade-mcp) [![yade-mcp MCP server](https://glama.ai/mcp/servers/yusong652/yade-mcp/badges/score.svg)](https://glama.ai/mcp/servers/yusong652/yade-mcp) 🐍 🏠 🐧 - MCP server for [YADE](https://yade-dem.org/) — open-source discrete element method (DEM) engine for granular and particle simulation. Browse API docs with BM25 search, execute code via synchronous REPL or async background tasks, monitor progress, and review task history. ### 🔎 end to end RAG platforms @@ -1480,6 +1720,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. - [hanselhansel/aeo-cli](https://github.com/hanselhansel/aeo-cli) 🐍 🏠 - Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring. - [Aas-ee/open-webSearch](https://github.com/Aas-ee/open-webSearch) 🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. +- [AIMLPM/markcrawl](https://github.com/AIMLPM/markcrawl) [![AIMLPM/markcrawl MCP server](https://glama.ai/mcp/servers/AIMLPM/markcrawl/badges/score.svg)](https://glama.ai/mcp/servers/AIMLPM/markcrawl) 🐍 🏠 - Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines. - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration - [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX. - [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement. @@ -1487,6 +1728,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed. - [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API - [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. +- [Khamel83/argus](https://github.com/Khamel83/argus) [![Khamel83/argus MCP server](https://glama.ai/mcp/servers/Khamel83/argus/badges/score.svg)](https://glama.ai/mcp/servers/Khamel83/argus) 🐍 🏠 - Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement. - [idapixl/idapixl-web-research-mcp](https://github.com/idapixl/idapixl-web-research-mcp) [![idapixl-web-research-mcp MCP server](https://glama.ai/mcp/servers/idapixl-web-research-mcp/badges/score.svg)](https://glama.ai/mcp/servers/idapixl-web-research-mcp) 📇 ☁️ - Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), fetch pages to clean markdown, and multi-step research with relevance scoring and key fact extraction. - [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers @@ -1497,16 +1739,15 @@ Tools for conducting research, surveys, interviews, and data collection. - [cevatkerim/unsplash-mcp](https://github.com/cevatkerim/unsplash-mcp) 🐍 ☁️ - Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking. - [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/). - [chasesaurabh/mcp-page-capture](https://github.com/chasesaurabh/mcp-page-capture) 📇 🏠 - MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output. -- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` built-in tool. - [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API -- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo search & Crawling API - [czottmann/kagi-ken-mcp](https://github.com/czottmann/kagi-ken-mcp) 📇 ☁️ - Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication. - [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier. - [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) 📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database. - [dealx/mcp-server](https://github.com/DealExpress/mcp-server) ☁️ - MCP Server for DealX platform - [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) 🎖️ 📇 ☁️ 🏠 - Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai) - [dorukardahan/domain-search-mcp](https://github.com/dorukardahan/domain-search-mcp) 📇 ☁️ - Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking. +- [mikusnuz/gsc-mcp](https://github.com/mikusnuz/gsc-mcp) [![mikusnuz/gsc-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/gsc-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/gsc-mcp) 📇 ☁️ - MCP server for Google Search Console & Indexing API — 13 tools for search analytics, sitemaps, URL inspection, and batch indexing. - [oso95/domain-suite-mcp](https://github.com/oso95/domain-suite-mcp) [![domain-suite-mcp MCP server](https://glama.ai/mcp/servers/oso95/domain-suite-mcp/badges/score.svg)](https://glama.ai/mcp/servers/oso95/domain-suite-mcp) 📇 🏠 - Full domain lifecycle management: availability checking (zero config), registration, DNS, SSL, email auth (SPF/DKIM/DMARC), and WHOIS across Porkbun, Namecheap, GoDaddy, and Cloudflare. 21 tools. - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) - [ekas-io/open-sales-stack](https://github.com/ekas-io/open-sales-stack) [![open-sales-stack MCP server](https://glama.ai/mcp/servers/ekas-io/open-sales-stack/badges/score.svg)](https://glama.ai/mcp/servers/ekas-io/open-sales-stack) 🐍 ☁️ 🏠 🍎 🐧 - Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting by [Ekas](https://ekas.io/) @@ -1516,7 +1757,9 @@ Tools for conducting research, surveys, interviews, and data collection. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key) - [format37/youtube_mcp](https://github.com/format37/youtube_mcp) 🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos. +- [wd041216-bit/free-web-search-ultimate](https://github.com/wd041216-bit/free-web-search-ultimate) 🐍 🏠 [![wd041216-bit/free-web-search-ultimate MCP server](https://glama.ai/mcp/servers/wd041216-bit/free-web-search-ultimate/badges/score.svg)](https://glama.ai/mcp/servers/wd041216-bit/free-web-search-ultimate) - Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required. - [gemy411/multi-research-agents](https://github.com/gemy411/multi-agents-research) ☁️ - a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case. +- [giskard09/giskard-search](https://github.com/giskard09/giskard-search) [![giskard09/giskard-search MCP server](https://glama.ai/mcp/servers/giskard09/giskard-search/badges/score.svg)](https://glama.ai/mcp/servers/giskard09/giskard-search) 🐍 🏠 - Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required. Self-hosted with phoenixd. - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - [gregm711/agent-domain-service-mcp](https://github.com/gregm711/agent-domain-service-mcp) 📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required. - [hbg/mcp-paperswithcode](https://github.com/hbg/mcp-paperswithcode) - 🐍 ☁️ MCP to search through PapersWithCode API @@ -1526,23 +1769,28 @@ Tools for conducting research, surveys, interviews, and data collection. - [imprvhub/mcp-claude-hackernews](https://github.com/imprvhub/mcp-claude-hackernews) 📇 🏠 ☁️ - An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). - [imprvhub/mcp-domain-availability](https://github.com/imprvhub/mcp-domain-availability) 🐍 ☁️ - A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx. - [imprvhub/mcp-rss-aggregator](https://github.com/imprvhub/mcp-rss-aggregator) 📇 ☁️ 🏠 - Model Context Protocol Server for aggregating RSS feeds in Claude Desktop. +- [lionkiii/rss-feeds-mcp](https://github.com/lionkiii/rss-feeds-mcp) [![rss-feeds-mcp MCP server](https://glama.ai/mcp/servers/lionkiii/rss-feeds-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lionkiii/rss-feeds-mcp) 📇 🏠 - RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required. - [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) 📇 ☁️ - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. - [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. -- [jhomen368/overseerr-mcp](https://github.com/jhomen368/overseerr-mcp) 📇 ☁️ 🏠 - Integrate AI assistants with Overseerr for automated media discovery, requests, and management in Plex ecosystems. +- [jhomen368/overseerr-mcp](https://github.com/jhomen368/overseerr-mcp) [![overseerr-mcp MCP server](https://glama.ai/mcp/servers/@jhomen368/overseerr-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@jhomen368/overseerr-mcp) 📇 ☁️ 🏠 - Integrate AI assistants with Overseerr and the Seerr (the unified successor) for automated media discovery, requests, and management in Plex, Jellyfin, and Emby ecosystems. - [joelio/stocky](https://github.com/joelio/stocky) 🐍 ☁️ 🏠 - An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images. - [just-every/mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast) 📇 🏠 - Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching. - [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) 📇 🏠 - Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content. - [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) ☁️ 📇 – Official Kagi Search MCP Server +- [kc23go/anybrowse](https://github.com/kc23go/anybrowse) [![kc23go/anybrowse MCP server](https://glama.ai/mcp/servers/kc23go/anybrowse/badges/score.svg)](https://glama.ai/mcp/servers/kc23go/anybrowse) 📇 ☁️ - Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Free via MCP, pay-per-use via x402. Remote MCP endpoint: `https://anybrowse.dev/mcp` - [kehvinbehvin/json-mcp-filter](https://github.com/kehvinbehvin/json-mcp-filter) ️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files. - [kimdonghwi94/Web-Analyzer-MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages. - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API +- [leadbrain/korean-data-mcp](https://github.com/leadbrain/korean-data-mcp) [![leadbrain/korean-data-mcp MCP server](https://glama.ai/mcp/servers/leadbrain/korean-data-mcp/badges/score.svg)](https://glama.ai/mcp/servers/leadbrain/korean-data-mcp) 🐍 ☁️ - Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, Musinsa fashion rankings. 7 tools powered by Apify actors. Requires APIFY_TOKEN. - [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) 📇 ☁️ - MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output. - [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet. +- [lulzasaur9192/marketplace-search-mcp](https://github.com/lulzasaur9192/marketplace-search-mcp) [![marketplace-search-mcp MCP server](https://glama.ai/mcp/servers/lulzasaur9192/marketplace-search-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lulzasaur9192/marketplace-search-mcp) 📇 ☁️ - Search marketplaces (TCGPlayer, Reverb, Thumbtack), verify professional licenses (contractor, nurse across US states), and look up PSA card grading population data. - [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API +- [MikkoParkkola/nab](https://github.com/MikkoParkkola/nab) [![MikkoParkkola/nab MCP server](https://glama.ai/mcp/servers/MikkoParkkola/nab/badges/score.svg)](https://glama.ai/mcp/servers/MikkoParkkola/nab) 🏎️ 🏠 🍎 🪟 🐧 - Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth, and 1Password integration. Fetches any URL as clean Markdown for AI context. - [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/fetch) 🐍 🏠 ☁️ - Efficient web content fetching and processing for AI consumption - [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍 📚 - Search Google and do deep web research on any topic - [pranciskus/newsmcp](https://github.com/pranciskus/newsmcp) [![news-mcp-world-news-for-ai-agents MCP server](https://glama.ai/mcp/servers/@pranciskus/news-mcp-world-news-for-ai-agents/badges/score.svg)](https://glama.ai/mcp/servers/@pranciskus/news-mcp-world-news-for-ai-agents) 📇 ☁️ - Real-time world news for AI agents — events clustered from hundreds of sources, classified by topic and geography, ranked by importance. Free, no API key. `npx -y @newsmcp/server` @@ -1558,12 +1806,14 @@ Tools for conducting research, surveys, interviews, and data collection. - [Pearch-ai/mcp_pearch](https://github.com/Pearch-ai/mcp_pearch) 🎖️ 🐍 ☁️ - Best people search engine that reduces the time spent on talent discovery - [peter-j-thompson/semanticapi-mcp](https://github.com/peter-j-thompson/semanticapi-mcp) 🐍 ☁️ - Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs. - [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers. +- [qune-tech/ocds-mcp](https://github.com/qune-tech/ocds-mcp) [![qune-tech/ocds-mcp MCP server](https://glama.ai/mcp/servers/qune-tech/ocds-mcp/badges/score.svg)](https://glama.ai/mcp/servers/qune-tech/ocds-mcp) 🦀 🏠 🐧 🍎 🪟 - German public procurement data (OCDS) — semantic search, tender matching with company profiles, and structured filtering. - [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) 🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data. - [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) 📇 ☁️ - Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert) - [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) 📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. - [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data. - [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment. - [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it. +- [scraperapi/scraperapi-mcp](https://github.com/scraperapi/scraperapi-mcp) [![scraperapi/scraperapi-mcp MCP server](https://glama.ai/mcp/servers/scraperapi/scraperapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/scraperapi/scraperapi-mcp) 🐍 ☁️ - MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support. - [scrapercity/scrapercity-cli](https://github.com/scrapercity/scrapercity-cli) [![scrapercity-cli MCP server](https://glama.ai/mcp/servers/scrapercity/scrapercity-cli/badges/score.svg)](https://glama.ai/mcp/servers/scrapercity/scrapercity-cli) 📇 ☁️ - B2B lead generation with 20+ tools including Apollo, Google Maps, email finder, email validator, mobile finder, skip trace, and ecommerce store data. - [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file. - [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances @@ -1598,13 +1848,19 @@ Tools for conducting research, surveys, interviews, and data collection. - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. - [82ch/MCP-Dandan](https://github.com/82ch/MCP-Dandan) 🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines. +- [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. +- [Acacian/aegis](https://github.com/Acacian/aegis) [![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. - [agentward-ai/agentward](https://github.com/agentward-ai/agentward) [![agent-ward MCP server](https://glama.ai/mcp/servers/agentward-ai/agent-ward/badges/score.svg)](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. +- [vinaybhosle/agentstamp](https://github.com/vinaybhosle/agentstamp) [![vinaybhosle/agentstamp MCP server](https://glama.ai/mcp/servers/vinaybhosle/agentstamp/badges/score.svg)](https://glama.ai/mcp/servers/vinaybhosle/agentstamp) 📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments. +- [jimmyracheta/AI-Runtime-Guard](https://github.com/runtimeguard/runtime-guard)[![runtime-guard MCP server](https://glama.ai/mcp/servers/runtimeguard/runtime-guard/badges/score.svg)](https://glama.ai/mcp/servers/runtimeguard/runtime-guard)🐍 🏠🍎 🪟 - Runtime policy enforcement for AI agents - prevents accidental damage to your systems, unauthorized agent access and automates backup-before-write for any touched files. - [airblackbox/air-blackbox-mcp](https://github.com/airblackbox/air-blackbox-mcp) [![air-blackbox-mcp MCP server](https://glama.ai/mcp/servers/@airblackbox/air-blackbox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@airblackbox/air-blackbox-mcp) 🐍 🏠 🍎 🪟 🐧 - EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 tools including prompt injection detection, risk classification, and trust layer integration. The only MCP compliance server that generates fix code, not just findings. - [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) 📇 🏠 🍎 🪟 🐧 - Security-focused MCP server that provides safety guidelines and content analysis for AI agents. - [alberthild/shieldapi-mcp](https://github.com/alberthild/shieldapi-mcp) [![shield-api-mcp MCP server](https://glama.ai/mcp/servers/@alberthild/shield-api-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@alberthild/shield-api-mcp) 📇 ☁️ 🍎 🪟 🐧 - Security intelligence for AI agents: password breach checks (900M+ HIBP hashes), email/domain/IP/URL reputation, prompt injection detection (200+ patterns), and skill supply chain scanning. Pay-per-request via x402 USDC micropayments or free demo mode, no API key needed. +- [jagmarques/asqav-mcp](https://github.com/jagmarques/asqav-mcp) [![asqav-mcp MCP server](https://glama.ai/mcp/servers/jagmarques/asqav-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jagmarques/asqav-mcp) 🐍 🏠 🍎 🪟 🐧 - AI agent governance MCP server with policy enforcement, quantum-safe audit trails (ML-DSA), multi-party authorization, and compliance reporting. Check policies, sign actions, and verify signatures through MCP tools. - [imran-siddique/agentos-mcp-server](https://github.com/imran-siddique/agent-os/tree/master/extensions/mcp-server) [![agentos-mcp-server MCP server](https://glama.ai/mcp/servers/@imran-siddique/agentos-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@imran-siddique/agentos-mcp-server) - Agent OS MCP server for AI agent governance with policy enforcement, code safety verification, multi-model hallucination detection, and immutable audit trails. +- [kastelldev/kastell](https://github.com/kastelldev/kastell) [![kastelldev/kastell MCP server](https://glama.ai/mcp/servers/kastelldev/kastell/badges/score.svg)](https://glama.ai/mcp/servers/kastelldev/kastell) 📇 ☁️ 🏠 🍎 🪟 🐧 - Server security auditing and hardening toolkit. 413 security checks across 29 categories (SSH, Firewall, Docker, TLS, HTTP Headers), CIS/PCI-DSS/HIPAA compliance mapping, 19-step production hardening, fleet management, and forensic evidence collection. Supports Hetzner, DigitalOcean, Vultr, and Linode. 13 MCP tools. - [ark-forge/arkforge-mcp](https://github.com/ark-forge/arkforge-mcp) [![ze6ad36390 MCP server](https://glama.ai/mcp/servers/ze6ad36390/badges/score.svg)](https://glama.ai/mcp/servers/ze6ad36390) 🐍 ☁️ 🍎 🪟 🐧 - Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor. Works with Claude, GPT-4, Mistral, LangChain, AutoGen, or any HTTP client. - [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration - [behrensd/mcp-firewall](https://github.com/behrensd/mcp-firewall) 📇 🏠 🍎 🪟 🐧 - Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud. @@ -1616,6 +1872,8 @@ Tools for conducting research, surveys, interviews, and data collection. - [bx33661/Wireshark-MCP](https://github.com/bx33661/Wireshark-MCP) [![Wireshark-MCP MCP server](https://glama.ai/mcp/servers/bx33661/Wireshark-MCP/badges/score.svg)](https://glama.ai/mcp/servers/bx33661/Wireshark-MCP) 🐍 🏠 - Wireshark network packet analysis MCP Server with capture, protocol stats, field extraction, and security analysis capabilities. - [Chimera-Protocol/csl-core](https://github.com/Chimera-Protocol/csl-core) 🐍 🏠 🍎 🪟 🐧 - Deterministic AI safety policy engine with Z3 formal verification. Write, verify, and enforce machine-verifiable constraints for AI agents via MCP. - [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) 🐍 🏠 ☁️ 🐧 - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting. +- [creatorrmode-lead/avp-sdk](https://github.com/creatorrmode-lead/avp-sdk) [![creatorrmode-lead/avp-sdk MCP server](https://glama.ai/mcp/servers/creatorrmode-lead/avp-sdk/badges/score.svg)](https://glama.ai/mcp/servers/creatorrmode-lead/avp-sdk) 📇 ☁️ - Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestations, disputes, sybil detection, IPFS audit anchoring. +- [gebalamariusz/cloud-audit](https://github.com/gebalamariusz/cloud-audit) [![gebalamariusz/cloud-audit MCP server](https://glama.ai/mcp/servers/gebalamariusz/cloud-audit/badges/score.svg)](https://glama.ai/mcp/servers/gebalamariusz/cloud-audit) 🐍 🏠 🍎 🪟 🐧 - Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules. First free standalone AWS security MCP server. - [cyntrisec/cyntrisec-cli](https://github.com/cyntrisec/cyntrisec-cli) 🐍 🏠 - Local-first AWS security analyzer that discovers attack paths and generates remediations using graph theory. - [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI. - [duriantaco/skylos](https://github.com/duriantaco/skylos) [![mcp-skylos MCP server](https://glama.ai/mcp/servers/@duriantaco/mcp-skylos/badges/score.svg)](https://glama.ai/mcp/servers/@duriantaco/mcp-skylos) 🐍 🏠 🍎 🪟 🐧 - Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation. @@ -1628,16 +1886,22 @@ Tools for conducting research, surveys, interviews, and data collection. - [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI. - [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. +- [getaegis/aegis](https://github.com/getaegis/aegis) [![getaegis/aegis MCP server](https://glama.ai/mcp/servers/getaegis/aegis/badges/score.svg)](https://glama.ai/mcp/servers/getaegis/aegis) 📇 🏠 🍎 🪟 🐧 - Credential isolation proxy for AI agents. Injects secrets at the network boundary with domain restrictions, agent authentication, and audit logging. No SDK required — works as a transparent HTTP proxy or MCP server. - [knowledgepa3/gia-mcp-server](https://github.com/knowledgepa3/gia-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Enterprise AI governance layer with 29 tools: MAI decision classification (Mandatory/Advisory/Informational), hash-chained forensic audit trails, human-in-the-loop gates, compliance mapping (NIST AI RMF, EU AI Act, ISO 42001), governed memory packs, and site reliability tools. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. +- [goklab/guardvibe](https://github.com/goklab/guardvibe) [![MCP Server](https://glama.ai/mcp/servers/goklab/guardvibe/badge)](https://glama.ai/mcp/servers/goklab/guardvibe) 📇 🏠 🍎 🪟 🐧 - Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. +- [I4cTime/quantum_ring](https://github.com/I4cTime/quantum_ring) [![I4cTime/quantum_ring MCP server](https://glama.ai/mcp/servers/I4cTime/quantum_ring/badges/score.svg)](https://glama.ai/mcp/servers/I4cTime/quantum_ring) 📇 🏠 🍎 🪟 🐧 - Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation. +- [icoretech/warden-mcp](https://github.com/icoretech/warden-mcp) [![icoretech/warden-mcp MCP server](https://glama.ai/mcp/servers/icoretech/warden-mcp/badges/score.svg)](https://glama.ai/mcp/servers/icoretech/warden-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit, and organize logins, notes, cards, identities, SSH keys, folders, collections, attachments, and Sends via the official `bw` CLI. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. +- [inkog-io/inkog-mcp](https://github.com/inkog-io/inkog-mcp) [![inkog-mcp MCP server](https://glama.ai/mcp/servers/inkog-io/inkog/badges/score.svg)](https://glama.ai/mcp/servers/inkog-io/inkog) 📇 ☁️ - AI agent security scanner. Audits MCP servers for vulnerabilities, detects prompt injection, infinite loops, token bombing, and missing human oversight across 20+ frameworks. Maps findings to EU AI Act, OWASP LLM Top 10. - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [joergmichno/clawguard-mcp](https://github.com/joergmichno/clawguard-mcp) [![clawguard-mcp MCP server](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joergmichno/clawguard-mcp) 🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex patterns - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. - [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times. +- [juanisidoro/securecode-mcp](https://github.com/juanisidoro/securecode-mcp) [![securecode-mcp MCP server](https://glama.ai/mcp/servers/juanisidoro/securecode-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juanisidoro/securecode-mcp) 📇 ☁️ 🍎 🪟 🐧 - Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 encryption. Secrets are injected to local files so the AI never sees raw values. Includes session lock, device approval, and per-model access policies. - [ndl-systems/kevros-mcp](https://github.com/ndl-systems/kevros-mcp) [![kevros-mcp MCP server](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@ndl-systems/kevros-mcp) 🐍 ☁️ - Governance primitives for autonomous agents — verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier: 100 calls/month. - [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) ☕ 🏠 - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports. - [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) ☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work. @@ -1646,6 +1910,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [msaad00/agent-bom](https://github.com/msaad00/agent-bom) [![agent-bom MCP server](https://glama.ai/mcp/servers/@msaad00/agent-bom/badges/score.svg)](https://glama.ai/mcp/servers/@msaad00/agent-bom) 🐍 🏠 ☁️ 🍎 🪟 🐧 - AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clients, scans dependencies for CVEs (OSV/NVD/EPSS/CISA KEV), maps blast radius from vulnerabilities to exposed credentials and tools, runs CIS benchmarks, generates CycloneDX/SPDX SBOMs, and enforces compliance across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. +- [operantlabs/operant-mcp](https://github.com/operantlabs/operant-mcp) [![operant-mcp MCP server](https://glama.ai/mcp/servers/operantlabs/operant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/operantlabs/operant-mcp) 📇 ☁️ 🏠 - Security testing MCP server with 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. - [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) 🦀 🏠 🍎 🪟 🐧 - A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application. - [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. @@ -1658,21 +1923,27 @@ Tools for conducting research, surveys, interviews, and data collection. - [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants. - [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases. - [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service. +- [tomjwxf/scopeblind-gateway](https://github.com/tomjwxf/scopeblind-gateway) [![tomjwxf/scopeblind-gateway MCP server](https://glama.ai/mcp/servers/tomjwxf/scopeblind-gateway/badges/score.svg)](https://glama.ai/mcp/servers/tomjwxf/scopeblind-gateway) 📇 🏠 — Security gateway that wraps any MCP server with per-tool policies, approval gates, and optional Ed25519-signed receipts. Shadow mode logs every tool call; enforce mode blocks, rate-limits, or requires approval. - [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more. - [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). - [GUCCI-atlasv/skillssafe-mcp](https://github.com/GUCCI-atlasv/skillssafe-mcp) [![dneiil7zph MCP server](https://glama.ai/mcp/servers/dneiil7zph/badges/score.svg)](https://glama.ai/mcp/servers/dneiil7zph) 📇 ☁️ - Free AI agent skill security scanner. Scan SKILL.md, MCP configs, and system prompts for credential theft, prompt injection, zero-width character attacks, and ClawHavoc indicators. Supports OpenClaw, Claude Code, Cursor, and Codex. No signup required. - [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations. +- [sidclawhq/platform](https://github.com/sidclawhq/platform) [![sidclawhq/platform MCP server](https://glama.ai/mcp/servers/sidclawhq/platform/badges/score.svg)](https://glama.ai/mcp/servers/sidclawhq/platform) 📇 🏠 ☁️ 🍎 🪟 🐧 - Governance proxy for MCP servers. Wraps any upstream server with policy evaluation, human approval workflows, and hash-chain audit trails. 18+ framework integrations. Apache 2.0 SDK. - [snyk/studio-mcp](https://github.com/snyk/studio-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. - [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) 🏎️ ☁️ - Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID. - [vespo92/OPNSenseMCP](https://github.com/vespo92/OPNSenseMCP) 📇 🏠 - MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language - [zboralski/ida-headless-mcp](https://github.com/zboralski/ida-headless-mcp) 🏎️ 🐍 🏠 🍎 🪟 🐧 - Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering. - [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs. - [takleb3rry/zitadel-mcp](https://github.com/takleb3rry/zitadel-mcp) 📇 ☁️ 🏠 - MCP server for Zitadel identity management — manage users, projects, OIDC apps, roles, and service accounts through natural language. +- [toan203/osv-ui](https://github.com/toan203/osv-ui) [![toan203/osv-ui MCP server](https://glama.ai/mcp/servers/toan203/osv-ui/badges/score.svg)](https://glama.ai/mcp/servers/toan203/osv-ui) 📇 🏠 🍎 🪟 🐧 - Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Cursor, opens a browser UI for human review (human-in-the-loop), applies fixes with explicit confirmation. Powered by OSV.dev. +- [ScopeBlind/verify-mcp](https://github.com/ScopeBlind/verify-mcp) [![ScopeBlind/verify-mcp MCP server](https://glama.ai/mcp/servers/ScopeBlind/verify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ScopeBlind/verify-mcp) 📇 🏠 🍎 🪟 🐧 - Offline verification of signed artifacts -- receipts, manifests, audit bundles. Ed25519 + JCS. No accounts, no API calls. Apache-2.0. - [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude. -- [loglux/authmcp-gateway](https://github.com/loglux/authmcp-gateway) [![auth-mcp-gateway MCP server](https://glama.ai/mcp/servers/@loglux/auth-mcp-gateway/badges/score.svg)](https://glama.ai/mcp/servers/@loglux/auth-mcp-gateway) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-server aggregation, and monitoring dashboard. +- [loglux/authmcp-gateway](https://github.com/loglux/authmcp-gateway) [glama](https://glama.ai/mcp/servers/@loglux/auth-mcp-gateway) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-server aggregation, and monitoring dashboard. +- [jstibal/openterms-mcp](https://github.com/jstibal/openterms-mcp) [![jstibal/openterms-mcp MCP server](https://glama.ai/mcp/servers/jstibal/openterms-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jstibal/openterms-mcp) 🐍 ☁️ - Ed25519-signed consent receipts and programmable policy engine for AI agents. Spending caps, action whitelists, escalation thresholds, and JWKS-backed provider verification. Independently verifiable. - [tponscr-debug/oracle-h-mcp](https://github.com/tponscr-debug/oracle-h-mcp) [![mcp-oracle-h MCP server](https://glama.ai/mcp/servers/tponscr-debug/mcp-oracle-h/badges/score.svg)](https://glama.ai/mcp/servers/tponscr-debug/mcp-oracle-h) 📇 ☁️ 🍎 🪟 🐧 - Mandatory human approval gate for autonomous AI agents. Intercepts critical, irreversible, or financially significant actions and routes them to a human via Telegram for real-time approve/reject. Raises workflow success probability from 81.5% to 99.6%. - [arthurpanhku/DocSentinel](https://github.com/arthurpanhku/DocSentinel) [![DocSentinel MCP server](https://glama.ai/mcp/servers/arthurpanhku/DocSentinel/badges/score.svg)](https://glama.ai/mcp/servers/arthurpanhku/DocSentinel) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations. - [urldna/mcp](https://github.com/urldna/mcp) [![urlDNA MCP server](https://glama.ai/mcp/servers/urldna/mcp/badges/score.svg)](https://glama.ai/mcp/servers/urldna/mcp) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for automated URL scanning and forensic phishing triage. Captures full DOM snapshots, network requests, and visual screenshots to identify malicious redirects and infrastructure. Supports historical threat hunting using Custom Query Language (CQL) to map actor patterns across millions of recorded scans. +- [iamredmh/volta-mcp-server](https://github.com/iamredmh/volta-mcp-server) [![volta-mcp-server MCP server](https://glama.ai/mcp/servers/iamredmh/volta-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/iamredmh/volta-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Burn-after-read encrypted notes for AI agents. Create and read self-destructing notes via Volta Notes with AES-256-GCM E2E encryption — the decryption key never leaves the URL fragment. Secure credential handoff between users and agents without secrets appearing in chat history. ### 🌐 Social Media @@ -1685,21 +1956,26 @@ Integration with social media platforms to allow posting, analytics, and interac - [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client. - [hiroata/meltbook-mcp-server](https://github.com/hiroata/meltbook) 📇 ☁️ - MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting, voting, and monitoring. - [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management. +- [jorgenclaw/nostr-mcp-server](https://github.com/jorgenclaw/nostr-mcp-server) [![jorgenclaw/nostr-mcp-server MCP server](https://glama.ai/mcp/servers/jorgenclaw/nostr-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/jorgenclaw/nostr-mcp-server) 📇 ☁️ - Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign and publish Nostr events — no API keys, just Lightning. Live at https://mcp.jorgenclaw.ai/sse. Tools: nostr_sign_event (2 sats), nostr_publish_event (3 sats). - [karanb192/reddit-mcp-buddy](https://github.com/karanb192/reddit-mcp-buddy) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop. - [king-of-the-grackles/reddit-research-mcp](https://github.com/king-of-the-grackles/reddit-research-mcp) 🐍 ☁️ - AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and manage research feeds. No Reddit API credentials needed. - [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API. - [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering. - [MarceauSolutions/fitness-influencer-mcp](https://github.com/MarceauSolutions/fitness-influencer-mcp) 🐍 🏠 ☁️ - Fitness content creator workflow automation - video editing with jump cuts, revenue analytics, and branded content creation +- [mikusnuz/meta-mcp](https://github.com/mikusnuz/meta-mcp) [![mikusnuz/meta-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/meta-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/meta-mcp) 📇 ☁️ - Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform — 57 tools for publishing, comments, insights, hashtags, DMs, and token management. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) 🐍 ☁️ - Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API. +- [signal-found/sf-mcp](https://github.com/signal-found/sf-mcp) [![sf-mcp MCP server](https://glama.ai/mcp/servers/signal-found/sf-mcp/badges/score.svg)](https://glama.ai/mcp/servers/signal-found/sf-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to Signal Found's proprietary Reddit outreach network. Find prospects posting about problems your product solves, send personalized DMs at scale via your own Reddit account or a managed bot network of hundreds of accounts, and manage a full outreach CRM — all without leaving your AI client. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. - [bulatko/vk-mcp-server](https://github.com/bulatko/vk-mcp-server) [![vk-mcp-server MCP server](https://glama.ai/mcp/servers/bulatko/vk-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/bulatko/vk-mcp-server) 📇 ☁️ - MCP server for VK (VKontakte) social network API. Access users, walls, groups, friends, newsfeed, photos, and community stats. - [timkulbaev/mcp-linkedin](https://github.com/timkulbaev/mcp-linkedin) [![mcp-linkedin MCP server](https://glama.ai/mcp/servers/timkulbaev/mcp-linkedin/badges/score.svg)](https://glama.ai/mcp/servers/timkulbaev/mcp-linkedin) 📇 ☁️ - LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by default, SKILL.md included, CLI-first design for AI automation workflows. +- [Xquik-dev/x-twitter-scraper](https://github.com/Xquik-dev/x-twitter-scraper) [![Xquik-dev/x-twitter-scraper MCP server](https://glama.ai/mcp/servers/Xquik-dev/x-twitter-scraper/badges/score.svg?v=2)](https://glama.ai/mcp/servers/Xquik-dev/x-twitter-scraper) 📇 ☁️ - Remote X (Twitter) MCP server with 121 endpoints via 2 tools. Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, and monitor accounts. StreamableHTTP at xquik.com/mcp with API key auth. ### 🏃 Sports Tools for accessing sports-related data, results, and statistics. - [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) 🏎️ ☁️ – Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more. +- [dohyung1/x402-fpl-api](https://github.com/dohyung1/x402-fpl-api) [![dohyung1/x402-fpl-api MCP server](https://glama.ai/mcp/servers/dohyung1/x402-fpl-api/badges/score.svg)](https://glama.ai/mcp/servers/dohyung1/x402-fpl-api) 🐍 🏠 - Personalized Fantasy Premier League intelligence — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your bank balance, free transfers, and chips. - [csjoblom/musclesworked-mcp](https://github.com/csjoblom/musclesworked-mcp) 📇 ☁️ - Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises across 65 muscles and 14 muscle groups, analyze workouts for gaps, and find alternative exercises ranked by muscle overlap. - [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. - [JamsusMaximus/trainingpeaks-mcp](https://github.com/JamsusMaximus/trainingpeaks-mcp) 🐍 🏠 - Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop. @@ -1711,6 +1987,7 @@ Tools for accessing sports-related data, results, and statistics. - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com. - [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs - [RobSpectre/mvf1](https://github.com/RobSpectre/mvf1) 🐍 ☁️ - MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others. +- [XWeaponX7/rundida-mcp](https://github.com/XWeaponX7/rundida-mcp) [![XWeaponX7/rundida-mcp MCP server](https://glama.ai/mcp/servers/XWeaponX7/rundida-mcp/badges/score.svg)](https://glama.ai/mcp/servers/XWeaponX7/rundida-mcp) 📇 ☁️ - 86 running calculators, 29 marathon events, pace/time/distance calculations, race time predictions (Riegel formula), and heart rate training zones (Karvonen method) for AI agents. No API key required. - [seang1121/sports-betting-mcp](https://github.com/seang1121/sports-betting-mcp) [![sports-betting-mcp MCP server](https://glama.ai/mcp/servers/seang1121/sports-betting-mcp/badges/score.svg)](https://glama.ai/mcp/servers/seang1121/sports-betting-mcp) 🐍 ☁️ 🍎 🪟 🐧 - AI sports betting picks, odds, injuries & line movement for NBA, NHL, NCAAB and MLB giving you visual bet slip cards with edges. - [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings. ### 🎧 Support & Service Management @@ -1749,6 +2026,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [alcylu/nightlife-mcp](https://github.com/alcylu/nightlife-mcp) [![nightlife](https://glama.ai/mcp/servers/alcylu/nightlife-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alcylu/nightlife-mcp) 📇 ☁️ - MCP server for Tokyo nightlife event discovery, venue search, performer info, AI recommendations, and VIP table booking. - [campertunity/mcp-server](https://github.com/campertunity/mcp-server) 🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links - [cobanov/teslamate-mcp](https://github.com/cobanov/teslamate-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. +- [lodordev/mcp-teslamate-fleet](https://github.com/lodordev/mcp-teslamate-fleet) [![mcp-teslamate-fleet](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet/badges/score.svg)](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet) 🐍 🏠 - Combined TeslaMate analytics + Fleet API commands — 29 tools for vehicle telemetry, driving history, energy analytics, and remote control (climate, charging, locks, sentry). - [helpful-AIs/triplyfy-mcp](https://github.com/helpful-AIs/triplyfy-mcp) 📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights. - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks - [lucygoodchild/mcp-national-rail](https://github.com/lucygoodchild/mcp-national-rail) 📇 ☁️ - An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API @@ -1759,6 +2037,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates - [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information. - [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information +- [tickadoo/tickadoo-mcp](https://github.com/tickadoo/tickadoo-mcp) [![tickadoo MCP server](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp) 📇 ☁️ - Discover and book theatre, shows, events, tours and experiences across 700+ cities worldwide. Real-time pricing, availability, and booking links via tickadoo.com. - [vessel-api/vesselapi-mcp](https://github.com/vessel-api/vesselapi-mcp) [![vessel-api-mcp-server MCP server](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server) 📇 ☁️ - Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions, ETAs, port events, emissions, inspections, and NAVTEX safety messages. ### 🔄 Version Control @@ -1766,11 +2045,12 @@ Access to travel and transportation information. Enables querying schedules, rou Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs. - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - Read and analyze GitHub repositories with your LLM +- [costajohnt/oss-autopilot](https://github.com/costajohnt/oss-autopilot) [![costajohnt/oss-autopilot MCP server](https://glama.ai/mcp/servers/costajohnt/oss-autopilot/badges/score.svg)](https://glama.ai/mcp/servers/costajohnt/oss-autopilot) 📇 ☁️ 🏠 🍎 🪟 🐧 - Open source contribution manager with PR tracking across repos, issue discovery, CI failure diagnosis, and maintainer response drafting. Available as CLI, MCP server, and Claude Code plugin. - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration - [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP. - [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more. +- [gitopia/gitopia-mcp-server](https://github.com/gitopia/gitopia-mcp-server) [![Gitopia MCP Server](https://glama.ai/mcp/servers/gitopia/gitopia-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/gitopia/gitopia-mcp-server) 🏎️ 🏠 🍎 🪟 🐧 - Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos, issues, PRs, labels, releases, bounties, and DAO proposals. Auto-wallet on first use, trust tiers, and approval mode for human-in-the-loop. Go binary or Docker. - [JaviMaligno/mcp-server-bitbucket](https://github.com/JaviMaligno/mcp-server-bitbucket) 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. -- [JaviMaligno/mcp-server-bitbucket](https://github.com/JaviMaligno/mcp-server-bitbucket) 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, pull requests, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. - [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects. - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories @@ -1785,9 +2065,13 @@ Interact with Git repositories and version control platforms. Enables repository ### 🏢 Workplace & Productivity - [temporal-cortex/mcp](https://github.com/temporal-cortex/mcp) [![cortex-mcp MCP server](https://glama.ai/mcp/servers/@billylui/cortex-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@billylui/cortex-mcp) 🦀 ☁️ 🏠 - AI-native calendar middleware for scheduling, availability, and conflict-free booking across Google Calendar, Outlook, and CalDAV. 15 tools across 5 layers: temporal context, calendar operations, multi-calendar availability, open scheduling, and Two-Phase Commit booking. Deterministic datetime resolution and RRULE expansion powered by Truth Engine. +- [Agentled/mcp-server](https://github.com/Agentled/mcp-server) [![Agentled/mcp-server MCP server](https://glama.ai/mcp/servers/Agentled/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Agentled/mcp-server) 📇 ☁️ - AI-native workflow orchestration with long-term memory, 100+ integrations, and unified credits. 32 MCP tools for building and running intelligent business workflows — lead enrichment, content publishing, company research, media production, and more. Knowledge Graph that learns across executions. - [6figr-com/jobgpt-mcp-server](https://github.com/6figr-com/jobgpt-mcp-server) [![job-gpt-mcp-server MCP server](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for [JobGPT](https://6figr.com/jobgpt) — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach. +- [backloghq/backlog](https://github.com/backloghq/backlog) [![backloghq/backlog MCP server](https://glama.ai/mcp/servers/backloghq/backlog/badges/score.svg)](https://glama.ai/mcp/servers/backloghq/backlog) 📇 🏠 🍎 🪟 🐧 - Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project isolation. - [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity. +- [bobbyrgoldsmith/quarterback](https://github.com/bobbyrgoldsmith/quarterback) 🐍 🏠 🍎 🐧 - Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document analysis, agent dispatch with autonomy levels, HMAC webhooks, time-aware planning, and CI/CD integration. Standalone CLI + MCP server. - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. +- [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. - [conorbronsdon/gws-mcp-server](https://github.com/conorbronsdon/gws-mcp-server) [![gws-mcp-server MCP server](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI. - [dearlordylord/huly-mcp](https://github.com/dearlordylord/huly-mcp) [![huly-mcp MCP server](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities. - [davegomez/fizzy-mcp](https://github.com/davegomez/fizzy-mcp) [![fizzy-mcp MCP server](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp) 📇 ☁️ - MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists. @@ -1796,20 +2080,26 @@ Interact with Git repositories and version control platforms. Enables repository - [foxintheloop/UpTier](https://github.com/foxintheloop/UpTier) 📇 🏠 🪟 - Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows. - [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on. - [human-pages-ai/humanpages](https://github.com/human-pages-ai/humanpages) [![humanpages MCP server](https://glama.ai/mcp/servers/human-pages-ai/humanpages/badges/score.svg)](https://glama.ai/mcp/servers/human-pages-ai/humanpages) 📇 ☁️ 🍎 🪟 🐧 - Access real-world people who listed themselves to be hired by agents. Search by skill, location, and equipment, send job offers, post listings, and message workers. Free tier, Pro subscription, and x402 pay-per-use. +- [sunsiyuan/human-survey](https://github.com/sunsiyuan/human-survey) [![sunsiyuan/human-survey MCP server](https://glama.ai/mcp/servers/sunsiyuan/human-survey/badges/score.svg)](https://glama.ai/mcp/servers/sunsiyuan/human-survey) 📇 ☁️ 🍎 🪟 🐧 - Feedback collection for AI agents. Create surveys from JSON schema, collect structured responses from groups of people, and retrieve aggregated results. 4 MCP tools for long-horizon agent workflows: post-event feedback, product launches, team health checks. +- [ianaleck/harvest-mcp-server](https://github.com/ianaleck/harvest-mcp-server) [![harvest-mcp-server MCP server](https://glama.ai/mcp/servers/ianaleck/harvest-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ianaleck/harvest-mcp-server) 📇 ☁️ 🏠 - Harvest time tracking integration with 40+ tools for managing time entries, projects, clients, tasks, and generating time reports via the Harvest API v2 - [nicolascroce/keepsake-mcp](https://github.com/nicolascroce/keepsake-mcp) 📇 ☁️ - Personal CRM — manage contacts, interactions, tasks, notes, daily journal, and tags through 42 MCP tools - [n24q02m/better-notion-mcp](https://github.com/n24q02m/better-notion-mcp) [![better-notion-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/better-notion-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/better-notion-mcp) 📇 ☁️ 🍎 🪟 🐧 - Markdown-first Notion MCP server with 9 composite tools and 39 actions. ~77% token reduction via tiered docs. Auto-pagination and bulk operations. - [khaoss85/mcp-orchestro](https://github.com/khaoss85/mcp-orchestro) 📇 ☁️ 🍎 🪟 🐧 - Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Kanban board, and intelligent orchestration for product teams and developers. - [louis030195/toggl-mcp](https://github.com/louis030195/toggl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Time tracking integration with Toggl Track. Start/stop timers, manage time entries, track project time, and get today's summary. Perfect for productivity tracking and billing workflows. - [MarceauSolutions/amazon-seller-mcp](https://github.com/MarceauSolutions/amazon-seller-mcp) 🐍 ☁️ - Amazon Seller Central operations via SP-API - manage inventory, track orders, analyze sales, and optimize listings - [MarceauSolutions/hvac-quotes-mcp](https://github.com/MarceauSolutions/hvac-quotes-mcp) 🐍 🏠 ☁️ - HVAC equipment RFQ management for contractors - submit quotes to distributors, track responses, and compare pricing +- [Martinqi826/dida-mcp](https://github.com/Martinqi826/dida-mcp) [![Martinqi826/dida-mcp MCP server](https://glama.ai/mcp/servers/Martinqi826/dida-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Martinqi826/dida-mcp) 🐍 ☁️ - [Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task management. 13 tools for projects, tasks, tags, and habits with OAuth 2.0 authentication. Compatible with OpenClaw, Claude Desktop, and any MCP client. - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar. - [moro3k/mcp-altegio](https://github.com/moro3k/mcp-altegio) 📇 ☁️ - MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support. - [prompeteer/prompeteer-mcp](https://github.com/prompeteer/prompeteer-mcp) [![prompeteer-mcp MCP server](https://glama.ai/mcp/servers/@prompeteer/prompeteer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@prompeteer/prompeteer-mcp) 📇 ☁️ - Generate A+ prompts for ChatGPT, Claude, Midjourney, and 130+ AI platforms. Score quality across 16 dimensions and manage your prompt library with PromptDrive. - [SparkSheets/sparksheets-mcp](https://github.com/saikiyusuke/sparksheets-mcp) 📇 ☁️ - AI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude Code, Cursor, and Cline. +- [Startvest-LLC/idealift-mcp-server](https://github.com/Startvest-LLC/idealift-mcp-server) [![idealift-mcp-server MCP server](https://glama.ai/mcp/servers/Startvest-LLC/idealift-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Startvest-LLC/idealift-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams, Discord, and GitHub. - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript. - [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports. - [teamwork/mcp](https://github.com/teamwork/mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point. +- [timergy-app/timergy](https://github.com/timergy-app/timergy) [![timergy-app/timergy MCP server](https://glama.ai/mcp/servers/timergy-app/timergy/badges/score.svg)](https://glama.ai/mcp/servers/timergy-app/timergy) 📇 ☁️ - Create scheduling polls (like Doodle/When2Meet) from AI agents. No auth required. Tools: `create_poll`, `get_poll`, `vote_on_poll`, `get_results`, `finalize_poll`. - [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol. +- [twtrubiks/odoo19-mcp-server](https://github.com/twtrubiks/odoo19-mcp-server) [![twtrubiks/odoo19-mcp-server MCP server](https://glama.ai/mcp/servers/twtrubiks/odoo19-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/twtrubiks/odoo19-mcp-server) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRUD operations, model inspection, and user/company context with readonly mode and delete confirmation safety. - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. @@ -1821,6 +2111,8 @@ Interact with Git repositories and version control platforms. Enables repository - [2niuhe/plantuml_web](https://github.com/2niuhe/plantuml_web) 🐍 🏠 ☁️ 🍎 🪟 🐧 - A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation. - [2niuhe/qrcode_mcp](https://github.com/2niuhe/qrcode_mcp) 🐍 🏠 🍎 🪟 🐧 - A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output. +- [webaesbyamin/agent-receipts](https://github.com/webaesbyamin/agent-receipts) [![webaesbyamin/agent-receipts MCP server](https://glama.ai/mcp/servers/webaesbyamin/agent-receipts/badges/score.svg)](https://glama.ai/mcp/servers/webaesbyamin/agent-receipts) 📇 🏠 - Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard. +- [AceDataCloud/MCPShortURL](https://github.com/AceDataCloud/MCPShortURL) [![AceDataCloud/MCPShortURL MCP server](https://glama.ai/mcp/servers/AceDataCloud/MCPShortURL/badges/score.svg)](https://glama.ai/mcp/servers/AceDataCloud/MCPShortURL) 🐍 ☁️ - Free URL shortening with batch support (up to 10 URLs), permanent `surl.id` short links, zero credit consumption. - [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - ₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more. - [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Allows the AI to read from your Bear Notes (macOS only) - [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. @@ -1835,6 +2127,7 @@ Interact with Git repositories and version control platforms. Enables repository - [ankitmalik84/notion-mcp-server](https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server) 🐍 ☁️ - A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature. - [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) 📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more - [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. +- [AryanBV/pdf-toolkit-mcp](https://github.com/AryanBV/pdf-toolkit-mcp) [![AryanBV/pdf-toolkit-mcp MCP server](https://glama.ai/mcp/servers/AryanBV/pdf-toolkit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AryanBV/pdf-toolkit-mcp) 📇 🏠 🍎 🪟 🐧 - Create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt, add QR codes. 16 tools, zero-config, TypeScript-native. - [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - Provides the ability to generate images via Replicate's API. - [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) 🏠 📇 - An MCP server for basic local taskwarrior usage (add, update, remove tasks) - [Azure/azure-mcp](https://github.com/Azure/azure-mcp) - Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor. @@ -1851,10 +2144,12 @@ Interact with Git repositories and version control platforms. Enables repository - [cnghockey/sats-for-ai](https://github.com/cnghockey/sats-for-ai) [![sats4ai MCP server](https://glama.ai/mcp/servers/@cnghockey/sats4ai/badges/score.svg)](https://glama.ai/mcp/servers/@cnghockey/sats4ai) 📇 ☁️ - Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, text, video, music, speech synthesis & transcription, vision, OCR, 3D model generation, file conversion, and SMS — no signup or API keys required. - [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - Integrates with Notion's API to manage personal todo lists - [danielkennedy1/pdf-tools-mcp](https://github.com/danielkennedy1/pdf-tools-mcp) 🐍 - PDF download, view & manipulation utilities. +- [davidsimoes/digisign-mcp](https://github.com/davidsimoes/digisign-mcp) [![davidsimoes/digisign-mcp MCP server](https://glama.ai/mcp/servers/davidsimoes/digisign-mcp/badges/score.svg)](https://glama.ai/mcp/servers/davidsimoes/digisign-mcp) 📇 ☁️ - MCP server for DigiSign.cz digital signature API — create, send, and manage digital signature envelopes. - [dev-mirzabicer/ticktick-sdk](https://github.com/dev-mirzabicer/ticktick-sdk) 🐍 ☁️ - Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics. - [disco-trooper/apple-notes-mcp](https://github.com/disco-trooper/apple-notes-mcp) 📇 🏠 🍎 - Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration. - [dotemacs/domain-lookup-mcp](https://github.com/dotemacs/domain-lookup-mcp) 🏎️ - Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS) - [ekkyarmandi/ticktick-mcp](https://github.com/ekkyarmandi/ticktick-mcp) 🐍 ☁️ - [TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks. +- [eyloni/pythia-oracle](https://github.com/eyloni/pythia-oracle) [![pythia-oracle MCP server](https://glama.ai/mcp/servers/eyloni/pythia-oracle/badges/score.svg)](https://glama.ai/mcp/servers/eyloni/pythia-oracle) 🐍 ☁️ - Oracle for AI agents that need to think past obvious answers. One tool, one reading. Free tier included. - [emicklei/mcp-log-proxy](https://github.com/emicklei/mcp-log-proxy) 🏎️ 🏠 - MCP server proxy that offers a Web UI to the full message flow - [TollboothLabs/ai-tool-optimizer](https://github.com/TollboothLabs/ai-tool-optimizer) [![ai-tool-optimizer MCP server](https://glama.ai/mcp/servers/@TollboothLabs/ai-tool-optimizer/badges/score.svg)](https://glama.ai/mcp/servers/@TollboothLabs/ai-tool-optimizer) 🐍 - Reduces MCP tool description token costs by 40-70% through pure text schema distillation. - [esignaturescom/mcp-server-esignatures](https://github.com/esignaturescom/mcp-server-esignatures) 🐍 ☁️️ - Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API. @@ -1883,6 +2178,7 @@ Interact with Git repositories and version control platforms. Enables repository - [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) 🏠 - Let the agent speak things out loud, notify you when he's done working with a quick summary - [jagan-shanmugam/climatiq-mcp-server](https://github.com/jagan-shanmugam/climatiq-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights. - [jen6/ticktick-mcp](https://github.com/jen6/ticktick-mcp) 🐍 ☁️ - [TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities. +- [Salen-Project/ticktick-mcp](https://github.com/Salen-Project/ticktick-mcp) [![Salen-Project/ticktick-mcp MCP server](https://glama.ai/mcp/servers/Salen-Project/ticktick-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Salen-Project/ticktick-mcp) 🐍 ☁️ - [TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. Supports creating, listing, updating, completing, and deleting tasks. Includes a natural language skill for automatic task detection in Claude Cowork. - [jimfilippou/things-mcp](https://github.com/jimfilippou/things-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme. - [johannesbrandenburger/typst-mcp](https://github.com/johannesbrandenburger/typst-mcp) 🐍 🏠 - MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code. - [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - An MCP server to list and launch applications on MacOS @@ -1911,6 +2207,7 @@ Interact with Git repositories and version control platforms. Enables repository - [Mtehabsim/ScreenPilot](https://github.com/Mtehabsim/ScreenPilot) 🐍 🏠 - enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation. - [muammar-yacoob/GMail-Manager-MCP](https://github.com/muammar-yacoob/GMail-Manager-MCP#readme) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights. - [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) 📇 ☁️ - Chat with OpenAI's smartest models +- [nach-dakwale/instadomain-mcp](https://github.com/nach-dakwale/instadomain-mcp) [![nach-dakwale/instadomain-mcp MCP server](https://glama.ai/mcp/servers/nach-dakwale/instadomain-mcp/badges/score.svg)](https://glama.ai/mcp/servers/nach-dakwale/instadomain-mcp) 🐍 ☁️ - Domain registration for AI agents. Check availability, buy domains (Stripe or x402 crypto), and auto-configure Cloudflare DNS. Zero setup required. - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - MCP server that can execute commands such as keyboard input and mouse movement - [nanana-app/mcp-server-nano-banana](https://github.com/nanana-app/mcp-server-nano-banana) 🐍 🏠 🍎 🪟 🐧 - AI image generation using Google Gemini's nano banana model. - [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) 🏎️ 🏠 - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab @@ -1920,6 +2217,7 @@ Interact with Git repositories and version control platforms. Enables repository - [olgasafonova/productplan-mcp-server](https://github.com/olgasafonova/productplan-mcp-server) 🏎️ ☁️ - Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data. - [orellazi/coda-mcp](https://github.com/orellazri/coda-mcp) 📇 ☁️ - MCP server for [Coda](https://coda.io/) - [osinmv/funciton-lookup-mcp](https://github.com/osinmv/function-lookup-mcp) 🐍 🏠 🍎 🐧 - MCP server for function signature lookups. +- [osulivan/skill4agent-mcp-server](https://github.com/osulivan/skill4agent-mcp-server) [![osulivan/skill4agent-mcp-server MCP server](https://glama.ai/mcp/servers/osulivan/skill4agent-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/osulivan/skill4agent-mcp-server) 📇 ☁️ - MCP Server for skill4agent - Search, view, and install AI skills in AI conversations. - [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol - [PSPDFKit/nutrient-dws-mcp-server](https://github.com/PSPDFKit/nutrient-dws-mcp-server) [![nutrient-dws-mcp-server MCP server](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-dws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-dws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OCR, watermark, and extract data from PDFs and Office documents via natural language. Works with Claude Desktop, LangGraph, and OpenAI Agents. - [PSPDFKit/nutrient-document-engine-mcp-server](https://github.com/PSPDFKit/nutrient-document-engine-mcp-server) [![nutrient-document-engine-mcp-server MCP server](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-document-engine-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-document-engine-mcp-server) 📇 🏠 🍎 🪟 🐧 - Self-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control — designed for HIPAA, SOC 2, and GDPR compliance. @@ -1934,6 +2232,7 @@ Interact with Git repositories and version control platforms. Enables repository - [Rai220/think-mcp](https://github.com/Rai220/think-mcp) 🐍 🏠 - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - Allows the AI to read .ged files and genetic data - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. +- [ReplenishRadar/MCP](https://github.com/ReplenishRadar/MCP) [![ReplenishRadar/MCP MCP server](https://glama.ai/mcp/servers/ReplenishRadar/MCP/badges/score.svg)](https://glama.ai/mcp/servers/ReplenishRadar/MCP) 📇 ☁️ - Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools for stockout risk, demand forecasts, purchase order lifecycle, and sales analytics. Human-in-the-loop: all write operations create drafts only. - [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - 📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more. - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - Autonomous shell execution, computer control and coding agent. (Mac) - [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - An MCP server for querying wolfram alpha API. @@ -1941,7 +2240,6 @@ Interact with Git repositories and version control platforms. Enables repository - [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) 📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev. - [simonpainter/netbox-mcp](https://github.com/simonpainter/netbox-mcp) 🐍 ☁️ - MCP server for interacting with NetBox API. - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only) -- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - Interacting with Notion API - [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - Integrates with Linear project management system - [tan-yong-sheng/ai-vision-mcp](https://github.com/tan-yong-sheng/ai-vision-mcp) - 📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI. @@ -1963,23 +2261,27 @@ Interact with Git repositories and version control platforms. Enables repository - [wishfinity/wishfinity-mcp-plusw](https://github.com/wishfinity/wishfinity-mcp-plusw) 📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client. - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - CLI tool for testing MCP servers - [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) +- [0xMassi/webclaw](https://github.com/0xMassi/webclaw) [![webclaw MCP server](https://glama.ai/mcp/servers/0xMassi/webclaw/badges/score.svg)](https://glama.ai/mcp/servers/0xMassi/webclaw) 🦀 🏠 🍎 🐧 - Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerprinting bypasses anti-bot without a browser. 67% fewer tokens than raw HTML. `npx create-webclaw` auto-configures Claude, Cursor, Windsurf, Codex, OpenCode. - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - Allows AI models to interact with [HackMD](https://hackmd.io) - [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Simple Web UI to install and manage MCP servers for Claude Desktop App. - [SPL-BGU/PlanningCopilot](https://github.com/SPL-BGU/PlanningCopilot) [![planning-copilot MCP server](https://glama.ai/mcp/servers/SPL-BGU/planning-copilot/badges/score.svg)](https://glama.ai/mcp/servers/SPL-BGU/planning-copilot) 🐍🏠 - A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training. - +- [yyyhy/nash-arena](https://github.com/yyyhy/nash-arena) [![yyyhy/nash-arena MCP server](https://glama.ai/mcp/servers/yyyhy/nash-arena/badges/score.svg)](https://glama.ai/mcp/servers/yyyhy/nash-arena) 🐍 ☁️ - A Chess and Card Game Arena For LLM, Agents can battle in game by mcp ## Frameworks > [!NOTE] > More frameworks, utilities, and other developer tools are available at https://github.com/punkpeye/awesome-mcp-devtools > - [Nyrok/flompt](https://github.com/Nyrok/flompt) [![flompt MCP server](https://glama.ai/mcp/servers/@nyrok/flompt/badges/score.svg)](https://glama.ai/mcp/servers/@nyrok/flompt) 🐍 ☁️ - Visual AI prompt builder MCP server. Decompose any prompt into 12 semantic blocks and compile to Claude-optimized XML. Tools: `decompose_prompt`, `compile_prompt`. Setup: `claude mcp add flompt https://flompt.dev/mcp/` +- [escapeboy/agent-fleet-o](https://github.com/escapeboy/agent-fleet-o) [![escapeboy/agent-fleet-o MCP server](https://glama.ai/mcp/servers/escapeboy/agent-fleet-o/badges/score.svg)](https://glama.ai/mcp/servers/escapeboy/agent-fleet-o) ☁️ 🏠 - AI Agent Mission Control with 200+ MCP tools. Manage agents, experiments, workflows, crews, skills, and more via stdio + HTTP/SSE. Self-hosted, open-source (AGPL-3.0). Remote server: `https://fleetq.net/mcp` - [Epistates/TurboMCP](https://github.com/Epistates/turbomcp) 🦀 - TurboMCP SDK: Enterprise MCP SDK in Rust - [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - A high-level framework for building MCP servers in Python +- [jamjet-labs/jamjet](https://github.com/jamjet-labs/jamjet) [![jamjet-labs/jamjet MCP server](https://glama.ai/mcp/servers/jamjet-labs/jamjet/badges/score.svg)](https://glama.ai/mcp/servers/jamjet-labs/jamjet) 🦀 🐍 - Durable, agent-native AI runtime with native MCP client + server and A2A support. Rust core for performance, Python authoring for ergonomics. Features graph-based workflows, durable execution, and multi-agent coordination. - [FastMCP](https://github.com/punkpeye/fastmcp) 📇 - A high-level framework for building MCP servers in TypeScript - [SonAIengine/graph-tool-call](https://github.com/SonAIengine/graph-tool-call) [![graph-tool-call MCP server](https://glama.ai/mcp/servers/SonAIengine/graph-tool-call/badges/score.svg)](https://glama.ai/mcp/servers/SonAIengine/graph-tool-call) 🐍 🏠 - When tool count exceeds LLM context limits, accuracy collapses (248 tools → 12%). graph-tool-call builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy to 82% with 79% fewer tokens. Zero dependencies. Also works as an MCP Proxy — aggregate multiple MCP servers behind 3 meta-tools. - [vinkius-labs/mcp-fusion](https://github.com/vinkius-labs/mcp-fusion) 📇 [![Glama](https://glama.ai/mcp/servers/badge/@vinkius-labs/mcp-fusion)](https://glama.ai/mcp/servers/@vinkius-labs/mcp-fusion) - A TypeScript framework for building production-ready MCP servers with automatic tool discovery, multi-transport support (stdio/SSE/HTTP), built-in validation, and zero-config setup. - [MervinPraison/praisonai-mcp](https://github.com/MervinPraison/praisonai-mcp) 🐍 - AI Agents framework with 64+ built-in tools for search, memory, workflows, code execution, and file operations. Turn any AI assistant into a multi-agent system with MCP. +- [rocketride-org/rocketride-server](https://github.com/rocketride-org/rocketride-server) [![rocketride-org/rocketride-server MCP server](https://glama.ai/mcp/servers/rocketride-org/rocketride-server/badges/score.svg)](https://glama.ai/mcp/servers/rocketride-org/rocketride-server) 📇 🏠 - MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, and Windsurf. Self-hosted, open-source pipeline tool with multi-LLM support. ## Tips and Tricks @@ -2004,3 +2306,4 @@ Now Claude can answer questions about writing MCP servers and how they work Star History Chart +. From 537048b0c16f0dd37997677f509a600f2895d785 Mon Sep 17 00:00:00 2001 From: james chahwan Date: Tue, 14 Apr 2026 01:44:28 +1000 Subject: [PATCH 112/214] Add Glama score badge for repo-graph --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7de22efc..4ad507c6 100644 --- a/README.md +++ b/README.md @@ -828,7 +828,7 @@ Tools and integrations that enhance the development workflow and environment man - [izzzzzi/codewiki-mcp](https://github.com/izzzzzi/codewiki-mcp) [![codewiki-mcp MCP server](https://glama.ai/mcp/servers/izzzzzi/codewiki-mcp/badges/score.svg)](https://glama.ai/mcp/servers/izzzzzi/codewiki-mcp) 📇 ☁️ - MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository. - [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) - [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin. -- [James-Chahwan/repo-graph](https://github.com/James-Chahwan/repo-graph) 🐍 🏠 - Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything. +- [James-Chahwan/repo-graph](https://github.com/James-Chahwan/repo-graph) [![James-Chahwan/repo-graph MCP server](https://glama.ai/mcp/servers/James-Chahwan/repo-graph/badges/score.svg)](https://glama.ai/mcp/servers/James-Chahwan/repo-graph) 🐍 🏠 - Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything. - [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) 🏎️ 🏠 - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt. - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jaspertvdm/mcp-server-tibet](https://github.com/jaspertvdm/mcp-server-tibet) 🐍 ☁️ 🏠 - TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance. From 0245cfddd881dc26ef7121fcb976bb47dcc3dbe6 Mon Sep 17 00:00:00 2001 From: kenneives <101359438+kenneives@users.noreply.github.com> Date: Mon, 13 Apr 2026 08:51:18 -0700 Subject: [PATCH 113/214] fix: entry name agentgraph-co/agentgraph (remove -trust suffix) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b59be8d6..10b55528 100644 --- a/README.md +++ b/README.md @@ -1829,7 +1829,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [MARUCIE/authbox](https://github.com/MARUCIE/authbox) [![authbox MCP server](https://glama.ai/mcp/servers/MARUCIE/authbox/badges/score.svg)](https://glama.ai/mcp/servers/MARUCIE/authbox) 📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript. - [Acacian/aegis](https://github.com/Acacian/aegis) [![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. -- [agentgraph-co/agentgraph-trust](https://github.com/agentgraph-co/agentgraph) [![agentgraph-co/agentgraph MCP server](https://glama.ai/mcp/servers/agentgraph-co/agentgraph/badges/score.svg)](https://glama.ai/mcp/servers/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. +- [agentgraph-co/agentgraph](https://github.com/agentgraph-co/agentgraph) [![agentgraph-co/agentgraph MCP server](https://glama.ai/mcp/servers/agentgraph-co/agentgraph/badges/score.svg)](https://glama.ai/mcp/servers/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. - [agentward-ai/agentward](https://github.com/agentward-ai/agentward) [![agent-ward MCP server](https://glama.ai/mcp/servers/agentward-ai/agent-ward/badges/score.svg)](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. - [vinaybhosle/agentstamp](https://github.com/vinaybhosle/agentstamp) [![vinaybhosle/agentstamp MCP server](https://glama.ai/mcp/servers/vinaybhosle/agentstamp/badges/score.svg)](https://glama.ai/mcp/servers/vinaybhosle/agentstamp) 📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments. From fa06c151e96a6f57957230f3614d32e4f6321645 Mon Sep 17 00:00:00 2001 From: GeiserX <9169332+GeiserX@users.noreply.github.com> Date: Mon, 13 Apr 2026 18:04:44 +0200 Subject: [PATCH 114/214] Add atlassian-browser-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..419e54e6 100644 --- a/README.md +++ b/README.md @@ -725,6 +725,7 @@ Tools and integrations that enhance the development workflow and environment man - [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time. - [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion. - [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time. +- [GeiserX/atlassian-browser-mcp](https://github.com/GeiserX/atlassian-browser-mcp) 🐍 ☁️ - Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available. - [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram". - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. - [mikusnuz/app-publish-mcp](https://github.com/mikusnuz/app-publish-mcp) [![mikusnuz/app-publish-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp) 📇 ☁️ - Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports. From 1d5df565403fd394957af408ce2ec1d370b304c9 Mon Sep 17 00:00:00 2001 From: QR Maker Date: Mon, 13 Apr 2026 16:12:06 +0000 Subject: [PATCH 115/214] Add qr-maker-io/mcp-server to Marketing section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..d9563970 100644 --- a/README.md +++ b/README.md @@ -1594,6 +1594,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. - [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. - [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably. +- [qr-maker-io/mcp-server](https://github.com/qr-maker-io/mcp-server) 📇 ☁️ - Generate styled QR codes, manage dynamic short links with click analytics, and publish micro-landing pages. Install: `npx @qr-maker/mcp-server --api-key=YOUR_KEY`. - [sharozdawa/ai-visibility](https://github.com/sharozdawa/ai-visibility) [![ai-visibility MCP server](https://glama.ai/mcp/servers/sharozdawa/ai-visibility/badges/score.svg)](https://glama.ai/mcp/servers/sharozdawa/ai-visibility) 📇 🏠 - Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts. - [SearchAtlas](https://github.com/Search-Atlas-Group/searchatlas-mcp-server) [![search-atlas-mcp-server MCP server](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server)📇 ☁️ - SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM brand visibility monitoring via 16 specialized tools. From e9292d19155ca6f4d2418752a8c580590e8b9c36 Mon Sep 17 00:00:00 2001 From: sarveshsea Date: Mon, 13 Apr 2026 11:12:48 -0500 Subject: [PATCH 116/214] Add emojis and update description per maintainer feedback --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cbd5fc7a..400052e9 100644 --- a/README.md +++ b/README.md @@ -925,7 +925,7 @@ Tools and integrations that enhance the development workflow and environment man - [rsdouglas/janee](https://github.com/rsdouglas/janee) 📇 🏠 🍎 🪟 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly. - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. -- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) - AI-native design intelligence engine. Connects to Figma via WebSocket or REST API. Pulls design tokens, generates React + TypeScript + Tailwind (shadcn/ui) code, bidirectional sync. 20 MCP tools, 3 resources. +- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) 📇 🏠 — Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma (REST or WebSocket) and Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally. - [saurav61091/mcp-openapi](https://github.com/saurav61091/mcp-openapi) [![saurav61091/mcp-openapi MCP server](https://glama.ai/mcp/servers/saurav61091/mcp-openapi/badges/score.svg)](https://glama.ai/mcp/servers/saurav61091/mcp-openapi) 📇 ☁️ 🏠 - Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. From 118af052a3c566282be0fc0fd0ce4f1268604a7f Mon Sep 17 00:00:00 2001 From: pkotecha-eng Date: Mon, 13 Apr 2026 12:18:52 -0400 Subject: [PATCH 117/214] Update README.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Clinical research MCP server for trial coordinators and life sciences teams. Provides real-time access to PubMed (35M+ peer-reviewed papers) and ClinicalTrials.gov (400K+ trials) including eligibility criteria, recruiting status, phase, sponsor, and locations. Built for clinical trial intelligence — search published evidence and active trials in a single agent interaction. No API key required. Built with FastMCP + Python. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..0c618f00 100644 --- a/README.md +++ b/README.md @@ -266,6 +266,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. +- [pkotecha-eng/aria-mcp-server](https://github.com/pkotecha-eng/aria-mcp-server) - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials) including eligibility criteria and recruiting status. No API key required. - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. - [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder. From dc853d55ddc88cdfb8e42e3340767f29bd1e1ac9 Mon Sep 17 00:00:00 2001 From: sarveshsea Date: Mon, 13 Apr 2026 11:29:38 -0500 Subject: [PATCH 118/214] Add Glama badge to m-moire entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 400052e9..494cea1a 100644 --- a/README.md +++ b/README.md @@ -925,7 +925,7 @@ Tools and integrations that enhance the development workflow and environment man - [rsdouglas/janee](https://github.com/rsdouglas/janee) 📇 🏠 🍎 🪟 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly. - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. -- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) 📇 🏠 — Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma (REST or WebSocket) and Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally. +- [sarveshsea/m-moire](https://github.com/sarveshsea/m-moire) [![m-moire MCP server](https://glama.ai/mcp/servers/sarveshsea/m-moire/badges/score.svg)](https://glama.ai/mcp/servers/sarveshsea/m-moire) 📇 🏠 — Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma (REST or WebSocket) and Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally. - [saurav61091/mcp-openapi](https://github.com/saurav61091/mcp-openapi) [![saurav61091/mcp-openapi MCP server](https://glama.ai/mcp/servers/saurav61091/mcp-openapi/badges/score.svg)](https://glama.ai/mcp/servers/saurav61091/mcp-openapi) 📇 ☁️ 🏠 - Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. From 1e6233b258e45fc7a9feba74a28637a9a0654552 Mon Sep 17 00:00:00 2001 From: ali Date: Tue, 14 Apr 2026 02:30:35 +1000 Subject: [PATCH 119/214] Add Wanderdog to Travel & Transportation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..0bcfbba3 100644 --- a/README.md +++ b/README.md @@ -2037,6 +2037,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information. - [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information - [tickadoo/tickadoo-mcp](https://github.com/tickadoo/tickadoo-mcp) [![tickadoo MCP server](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp) 📇 ☁️ - Discover and book theatre, shows, events, tours and experiences across 700+ cities worldwide. Real-time pricing, availability, and booking links via tickadoo.com. +- [shaikhspeare/wanderlog-mcp](https://github.com/shaikhspeare/wanderlog-mcp) 📇 ☁️ - MCP server for Wanderlog that lets AI clients read and edit trip itineraries through natural language, including trips, places, notes, hotels, checklists, and date updates. - [vessel-api/vesselapi-mcp](https://github.com/vessel-api/vesselapi-mcp) [![vessel-api-mcp-server MCP server](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server) 📇 ☁️ - Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions, ETAs, port events, emissions, inspections, and NAVTEX safety messages. ### 🔄 Version Control From 28c240c044e877d4c52e2ee3c6e124dc9ba9e7c7 Mon Sep 17 00:00:00 2001 From: Yakuphan Yucel Date: Mon, 13 Apr 2026 19:54:46 +0300 Subject: [PATCH 120/214] Add Glama score badge to instinct entry Co-Authored-By: Claude Opus 4.6 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 58411855..b137bf2b 100644 --- a/README.md +++ b/README.md @@ -1513,7 +1513,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [whynowlab/jarvis-orb](https://github.com/whynowlab/jarvis-orb) [![whynowlab/jarvis-orb MCP server](https://glama.ai/mcp/servers/whynowlab/jarvis-orb/badges/score.svg)](https://glama.ai/mcp/servers/whynowlab/jarvis-orb) 🐍 🏠 - Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb. - [teolex2020/AuraSDK](https://github.com/teolex2020/AuraSDK) [![teolex2020-aurasdk MCP server](https://glama.ai/mcp/servers/teolex2020-aurasdk/badges/score.svg)](https://glama.ai/mcp/servers/teolex2020-aurasdk) 🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted. - [arthurpanhku/Arthor-Agent](https://github.com/arthurpanhku/Arthor-Agent) [![arthor-agent MCP server](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent/badges/score.svg)](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent) 🐍 🏠 ☁️ - ... -- [yakuphanycl/instinct](https://github.com/yakuphanycl/instinct) 🐍 🏠 🍎 🪟 🐧 - Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes; confidence-based promotion (hits ≥5 → mature, ≥10 → rule) so agents stop repeating mistakes without explicit instruction. SQLite-backed, project-aware, zero external deps. Works with Claude Code, Cursor, Windsurf, Goose, Codex. Published on PyPI as `instinct-mcp` and registered in the MCP Registry. +- [yakuphanycl/instinct](https://github.com/yakuphanycl/instinct) [![yakuphanycl/instinct MCP server](https://glama.ai/mcp/servers/yakuphanycl/instinct/badges/score.svg)](https://glama.ai/mcp/servers/yakuphanycl/instinct) 🐍 🏠 🍎 🪟 🐧 - Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes; confidence-based promotion (hits ≥5 → mature, ≥10 → rule) so agents stop repeating mistakes without explicit instruction. SQLite-backed, project-aware, zero external deps. Works with Claude Code, Cursor, Windsurf, Goose, Codex. Published on PyPI as `instinct-mcp` and registered in the MCP Registry. ### ⚖️ Legal From 95105d8ac735952e284d529abc59739679378c8e Mon Sep 17 00:00:00 2001 From: TT-Wang Date: Tue, 14 Apr 2026 00:33:07 +0800 Subject: [PATCH 121/214] Add TT-Wang/cortex-plugin to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..4e7e21f7 100644 --- a/README.md +++ b/README.md @@ -1521,6 +1521,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [topskychen/tilde](https://github.com/topskychen/tilde) 🐍 🏠 - Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync. - [tstockham96/engram](https://github.com/tstockham96/engram) [![engram MCP server](https://glama.ai/mcp/servers/@tstockham96/engram/badges/score.svg)](https://glama.ai/mcp/servers/@tstockham96/engram) 📇 🏠 🍎 🪟 🐧 - Intelligent agent memory with semantic recall, automatic consolidation, contradiction detection, and bi-temporal knowledge graph. 80% on LOCOMO benchmark using 96% fewer tokens than full-context approaches. - [TeamSafeAI/LIFE](https://github.com/TeamSafeAI/LIFE) 🐍 🏠 - Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay, working threads, learned patterns, journal, genesis (identity discovery), creative collision engine, forecasting, and voice. Zero dependencies beyond Python 3.8. Built across 938 conversations. +- [TT-Wang/cortex-plugin](https://github.com/TT-Wang/cortex-plugin) [![cortex-plugin MCP server](https://glama.ai/mcp/servers/TT-Wang/cortex-plugin/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/cortex-plugin) 🐍 🏠 🍎 🐧 - Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed sessions via Claude Haiku, stores them as human-readable markdown in an Obsidian vault, and assembles query-tailored context briefings at session start. Local-first, no cloud, no API keys. Self-healing install via uv bootstrap shim, `/cortex-doctor` preflight, graceful FTS-only degraded mode when `claude` CLI missing. MIT. - [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase - [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors. - [varun29ankuS/shodh-memory](https://github.com/varun29ankuS/shodh-memory) 🦀 🏠 - Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices. From 556c86137396c8b2ea9d1f128f16447ed43a8c6e Mon Sep 17 00:00:00 2001 From: QR Maker Date: Mon, 13 Apr 2026 17:26:52 +0000 Subject: [PATCH 122/214] Add Glama badge to qr-maker-io/mcp-server entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d9563970..b7fada2f 100644 --- a/README.md +++ b/README.md @@ -1594,7 +1594,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. - [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. - [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably. -- [qr-maker-io/mcp-server](https://github.com/qr-maker-io/mcp-server) 📇 ☁️ - Generate styled QR codes, manage dynamic short links with click analytics, and publish micro-landing pages. Install: `npx @qr-maker/mcp-server --api-key=YOUR_KEY`. +- [qr-maker-io/mcp-server](https://github.com/qr-maker-io/mcp-server) [![qr-maker-io/mcp-server MCP server](https://glama.ai/mcp/servers/qr-maker-io/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/qr-maker-io/mcp-server) 📇 ☁️ - Generate styled QR codes, manage dynamic short links with click analytics, and publish micro-landing pages. Install: `npx @qr-maker/mcp-server --api-key=YOUR_KEY`. - [sharozdawa/ai-visibility](https://github.com/sharozdawa/ai-visibility) [![ai-visibility MCP server](https://glama.ai/mcp/servers/sharozdawa/ai-visibility/badges/score.svg)](https://glama.ai/mcp/servers/sharozdawa/ai-visibility) 📇 🏠 - Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts. - [SearchAtlas](https://github.com/Search-Atlas-Group/searchatlas-mcp-server) [![search-atlas-mcp-server MCP server](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server)📇 ☁️ - SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM brand visibility monitoring via 16 specialized tools. From ea57d2b251d5ced5637624fa70623974d9f4d6bb Mon Sep 17 00:00:00 2001 From: jessicarumbelow Date: Mon, 13 Apr 2026 10:35:44 -0700 Subject: [PATCH 123/214] Fix entry name to owner/repo format, add Glama badge, fix sort order Co-Authored-By: Claude Opus 4.6 (1M context) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7196a40c..cc8eb280 100644 --- a/README.md +++ b/README.md @@ -1021,12 +1021,12 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [Daichi-Kudo/llm-advisor-mcp](https://github.com/Daichi-Kudo/llm-advisor-mcp) [![Daichi-Kudo/llm-advisor-mcp MCP server](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Daichi-Kudo/llm-advisor-mcp) 📇 ☁️ 🍎 🪟 🐧 - Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required. - [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing. - [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter. -- [Disco](https://github.com/leap-laboratories/discovery-engine) [![smithery badge](https://smithery.ai/badge/discovery-engine)](https://smithery.ai/server/discovery-engine) 🐍 ☁️ - Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data. - [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments. - [gpartin/WaveGuardClient](https://github.com/gpartin/WaveGuardClient) [![WaveGuard MCP server](https://glama.ai/mcp/servers/WaveGuard/badges/score.svg)](https://glama.ai/mcp/servers/WaveGuard) 🐍 ☁️ 🍎 🪟 🐧 - Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection. - [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows. - [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. - [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. +- [leap-laboratories/discovery-engine](https://github.com/leap-laboratories/discovery-engine) [![leap-laboratories/discovery-engine MCP server](https://glama.ai/mcp/servers/leap-laboratories/discovery-engine/badges/score.svg)](https://glama.ai/mcp/servers/leap-laboratories/discovery-engine) [![smithery badge](https://smithery.ai/badge/discovery-engine)](https://smithery.ai/server/discovery-engine) 🐍 ☁️ - Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data. - [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - Tools and templates to create validated and maintainable data charts and dashboards. - [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/). - [Whatsonyourmind/oraclaw](https://github.com/Whatsonyourmind/oraclaw) [![Whatsonyourmind/oraclaw MCP server](https://glama.ai/mcp/servers/Whatsonyourmind/oraclaw/badges/score.svg)](https://glama.ai/mcp/servers/Whatsonyourmind/oraclaw) 📇 ☁️ 🏠 🍎 🪟 🐧 - Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 12 MCP tools. Install via `npx -y @oraclaw/mcp-server`. From 7860cf83cf7333f510f8e72bf3fe6e7331d580f7 Mon Sep 17 00:00:00 2001 From: Belle Date: Mon, 13 Apr 2026 14:46:49 -0400 Subject: [PATCH 124/214] Update Smithery badge for viral-transformer Submitted the server to Glama/Smithery and updated the entry with the official badge to resolve the missing-glama label. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 614b25e7..20af5340 100644 --- a/README.md +++ b/README.md @@ -1928,7 +1928,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities. - [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places. -- [BelleKou/mcp-viral-transformer](https://github.com/BelleKou/mcp-viral-transformer) 🐍 🏠 - Turn any URL into viral social media posts. Features a "remake" command to generate high-conversion drafts instantly. +- [BelleKou/mcp-viral-transformer](https://github.com/BelleKou/mcp-viral-transformer) [![smithery badge](https://smithery.ai/badge/mcp-viral-transformer)](https://smithery.ai/server/mcp-viral-transformer) 🐍 🏠 - Turn URLs into viral posts via "remake" command. - [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics... - [checkra1neth/xbird](https://github.com/checkra1neth/xbird-skill) 📇 ☁️ 🏠 🍎 🪟 🐧 - Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments. - [conorbronsdon/substack-mcp](https://github.com/conorbronsdon/substack-mcp) [![substack-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp) 📇 ☁️ - MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts. From 2f757791a1ac08bbffc509df0520178971fc288f Mon Sep 17 00:00:00 2001 From: Belle Date: Mon, 13 Apr 2026 14:56:41 -0400 Subject: [PATCH 125/214] Fix mcp-viral-transformer entry in README Updated the entry for mcp-viral-transformer with a new badge and removed a duplicate entry. --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 20af5340..a9bff033 100644 --- a/README.md +++ b/README.md @@ -1928,8 +1928,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities. - [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places. -- [BelleKou/mcp-viral-transformer](https://github.com/BelleKou/mcp-viral-transformer) [![smithery badge](https://smithery.ai/badge/mcp-viral-transformer)](https://smithery.ai/server/mcp-viral-transformer) 🐍 🏠 - Turn URLs into viral posts via "remake" command. -- [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics... +- [BelleKou/mcp-viral-transformer](https://github.com/BelleKou/mcp-viral-transformer) [![BelleKou/mcp-viral-transformer MCP server](https://glama.ai/mcp/servers/BelleKou/mcp-viral-transformer/badges/score.svg)](https://glama.ai/mcp/servers/BelleKou/mcp-viral-transformer) 🐍 🏠 - Turn URLs into viral posts via "remake" command. - [checkra1neth/xbird](https://github.com/checkra1neth/xbird-skill) 📇 ☁️ 🏠 🍎 🪟 🐧 - Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments. - [conorbronsdon/substack-mcp](https://github.com/conorbronsdon/substack-mcp) [![substack-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp) 📇 ☁️ - MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts. - [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client. From 218eed1a6f9c1574a01784b19f1a2185c641b3e0 Mon Sep 17 00:00:00 2001 From: Thom Ives Date: Mon, 13 Apr 2026 13:20:43 -0600 Subject: [PATCH 127/214] Add Glama score badge to PostalDataPI entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 274fc7de..69ea0fee 100644 --- a/README.md +++ b/README.md @@ -1564,7 +1564,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra - [matbel91765/gis-mcp-server](https://github.com/matbel91765/gis-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage) - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details - [cablate/mcp-google-map](https://github.com/cablate/mcp-google-map) [![cablate/mcp-google-map MCP server](https://glama.ai/mcp/servers/cablate/mcp-google-map/badges/score.svg)](https://glama.ai/mcp/servers/cablate/mcp-google-map) 📇 ☁️ 🏠 - Google Maps MCP server with 8 tools (geocode, search, directions, elevation), stdio + StreamableHTTP transport, Agent Skill definitions, and standalone exec CLI mode. -- [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. +- [PostalDataPI/postaldatapi-mcp](https://github.com/PostalDataPI/postaldatapi-mcp) [![PostalDataPI/postaldatapi-mcp MCP server](https://glama.ai/mcp/servers/PostalDataPI/postaldatapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PostalDataPI/postaldatapi-mcp) 🐍 ☁️ - Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup. - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. - [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. From 592a8f3328a9d3a9e2216c474cd6abb7588cfb64 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Mon, 13 Apr 2026 19:23:22 +0000 Subject: [PATCH 128/214] Add corbym/backlog-mcp to Workplace & Productivity Agent-Logs-Url: https://github.com/corbym/awesome-mcp-servers/sessions/c242107d-d945-45b7-82d4-868c70d16c26 Co-authored-by: corbym <21261837+corbym@users.noreply.github.com> --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..d092d84c 100644 --- a/README.md +++ b/README.md @@ -2072,6 +2072,7 @@ Interact with Git repositories and version control platforms. Enables repository - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. - [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. - [conorbronsdon/gws-mcp-server](https://github.com/conorbronsdon/gws-mcp-server) [![gws-mcp-server MCP server](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI. +- [corbym/backlog-mcp](https://github.com/corbym/backlog-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository. - [dearlordylord/huly-mcp](https://github.com/dearlordylord/huly-mcp) [![huly-mcp MCP server](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities. - [davegomez/fizzy-mcp](https://github.com/davegomez/fizzy-mcp) [![fizzy-mcp MCP server](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp) 📇 ☁️ - MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists. - [delega-dev/delega-mcp](https://github.com/delega-dev/delega-mcp) [![delega-mcp MCP server](https://glama.ai/mcp/servers/delega-dev/delega-mcp/badges/score.svg)](https://glama.ai/mcp/servers/delega-dev/delega-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Task management API built for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context. Self-hosted or hosted tier at [delega.dev](https://delega.dev). From 2938ca3ae25daf9fcc353dc4a66165435f7137ce Mon Sep 17 00:00:00 2001 From: HasNoBeef Date: Mon, 13 Apr 2026 12:43:52 -0700 Subject: [PATCH 129/214] =?UTF-8?q?Add=20Wick=20=E2=80=94=20native=20C#=20?= =?UTF-8?q?MCP=20server=20for=20Godot=20Engine?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..cd1a0ad1 100644 --- a/README.md +++ b/README.md @@ -1356,6 +1356,7 @@ Integration with gaming related data, game engines, and services - [3aKHP/prts-mcp](https://github.com/3aKHP/prts-mcp) [![3aKHP/prts-mcp MCP server](https://glama.ai/mcp/servers/3aKHP/prts-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3aKHP/prts-mcp) 🐍 📇 ☁️ 🏠 - MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS Wiki](https://prts.wiki) API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. - [butterlatte-zhang/unity-ai-bridge](https://github.com/butterlatte-zhang/unity-ai-bridge) [![butterlatte-zhang/unity-ai-bridge MCP server](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge/badges/score.svg)](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge) #️ 🐍 🏠 🍎 🪟 - Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. +- [buildepicshit/Wick](https://github.com/buildepicshit/Wick) #️⃣ 🏠 🍎 🪟 🐧 - Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) ☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api). From 7e8ce69c6f9845e091d26b5d6cdaae2223302145 Mon Sep 17 00:00:00 2001 From: Matt Date: Mon, 13 Apr 2026 20:53:50 +0100 Subject: [PATCH 130/214] Update backlog-mcp entry with badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d092d84c..e7e80c76 100644 --- a/README.md +++ b/README.md @@ -2072,7 +2072,7 @@ Interact with Git repositories and version control platforms. Enables repository - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. - [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. - [conorbronsdon/gws-mcp-server](https://github.com/conorbronsdon/gws-mcp-server) [![gws-mcp-server MCP server](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI. -- [corbym/backlog-mcp](https://github.com/corbym/backlog-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository. +- [corbym/backlog-mcp](https://github.com/corbym/backlog-mcp) [![backlog-mcp MCP server](https://glama.ai/mcp/servers/corbym/backlog-mcp/badges/card.svg)](https://glama.ai/mcp/servers/corbym/backlog-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository. - [dearlordylord/huly-mcp](https://github.com/dearlordylord/huly-mcp) [![huly-mcp MCP server](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities. - [davegomez/fizzy-mcp](https://github.com/davegomez/fizzy-mcp) [![fizzy-mcp MCP server](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp) 📇 ☁️ - MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists. - [delega-dev/delega-mcp](https://github.com/delega-dev/delega-mcp) [![delega-mcp MCP server](https://glama.ai/mcp/servers/delega-dev/delega-mcp/badges/score.svg)](https://glama.ai/mcp/servers/delega-dev/delega-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Task management API built for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context. Self-hosted or hosted tier at [delega.dev](https://delega.dev). From 777011732c76d988287e8d1241be3736b6b13327 Mon Sep 17 00:00:00 2001 From: TylerIlunga Date: Thu, 9 Apr 2026 13:29:42 -0400 Subject: [PATCH 131/214] Add Procore MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..f500b0c0 100644 --- a/README.md +++ b/README.md @@ -1684,6 +1684,7 @@ Tools for product planning, customer feedback analysis, and prioritization. - [daiji-sshr/redmine-mcp-stateless](https://github.com/daiji-sshr/redmine-mcp-stateless) [![daiji-sshr/redmine-mcp-stateless MCP server](https://glama.ai/mcp/servers/daiji-sshr/redmine-mcp-stateless/badges/score.svg)](https://glama.ai/mcp/servers/daiji-sshr/redmine-mcp-stateless) 🐍 🏠 🐧 - Stateless Redmine MCP server. Credentials are passed per-request via HTTP headers and never stored on the server. Supports listing/creating/updating issues, full-text search across subjects, descriptions and comments, and editing journals (Redmine 5.0+). Deployable on RHEL (systemd) or Docker. - [dkships/pm-copilot](https://github.com/dkships/pm-copilot) 📇 ☁️ - Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization. - [Lukaris/framedeck-mcp](https://github.com/Lukaris/framedeck-mcp) [![Lukaris/framedeck-mcp MCP server](https://glama.ai/mcp/servers/Lukaris/framedeck-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Lukaris/framedeck-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - [Framedeck](https://framedeck.app) is a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools for managing productions, stages, frames (cards), checklists, comments, and labels. Ideas land in an Idea Pool and graduate into full productions with stages (Idea → Scripting → Filming → Editing → Published). All tools ship with MCP safety annotations. `npx framedeck-mcp` +- [TylerIlunga/procore-mcp-server](https://github.com/TylerIlunga/procore-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering projects, RFIs, submittals, daily logs, budgets, and more. Single-user OAuth with auto-refresh. - [spranab/saga-mcp](https://github.com/spranab/saga-mcp) [![saga-mcp MCP server](https://glama.ai/mcp/servers/@spranab/saga-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@spranab/saga-mcp) 📇 🏠 🍎 🪟 🐧 - A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools. ### 🏠 Real Estate From 68b9506237e314c62d33c58fc6f4a0c3e120ec35 Mon Sep 17 00:00:00 2001 From: HasNoBeef Date: Mon, 13 Apr 2026 13:41:18 -0700 Subject: [PATCH 132/214] Add Glama score badge for Wick --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cd1a0ad1..a34c7241 100644 --- a/README.md +++ b/README.md @@ -1356,7 +1356,7 @@ Integration with gaming related data, game engines, and services - [3aKHP/prts-mcp](https://github.com/3aKHP/prts-mcp) [![3aKHP/prts-mcp MCP server](https://glama.ai/mcp/servers/3aKHP/prts-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3aKHP/prts-mcp) 🐍 📇 ☁️ 🏠 - MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS Wiki](https://prts.wiki) API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. - [butterlatte-zhang/unity-ai-bridge](https://github.com/butterlatte-zhang/unity-ai-bridge) [![butterlatte-zhang/unity-ai-bridge MCP server](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge/badges/score.svg)](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge) #️ 🐍 🏠 🍎 🪟 - Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. -- [buildepicshit/Wick](https://github.com/buildepicshit/Wick) #️⃣ 🏠 🍎 🪟 🐧 - Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests. +- [buildepicshit/Wick](https://github.com/buildepicshit/Wick) [![buildepicshit/Wick MCP server](https://glama.ai/mcp/servers/buildepicshit/Wick/badges/score.svg)](https://glama.ai/mcp/servers/buildepicshit/Wick) #️⃣ 🏠 🍎 🪟 🐧 - Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) ☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api). From 384a5152834bde0f3bd5064a552f59c8c2b06f6a Mon Sep 17 00:00:00 2001 From: pkotecha-eng Date: Mon, 13 Apr 2026 17:56:47 -0400 Subject: [PATCH 133/214] =?UTF-8?q?fix:=20add=20=F0=9F=90=8D=20emoji=20and?= =?UTF-8?q?=20Glama=20badge=20to=20ARIA=20entry?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0c618f00..ac1fa63f 100644 --- a/README.md +++ b/README.md @@ -266,7 +266,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. -- [pkotecha-eng/aria-mcp-server](https://github.com/pkotecha-eng/aria-mcp-server) - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials) including eligibility criteria and recruiting status. No API key required. +- [ARIA Clinical Research MCP Server](https://github.com/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required. [![aria-mcp-server MCP server](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. - [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder. From 9b9f064434c9de2a84316ecc2689ceeb0e8074e6 Mon Sep 17 00:00:00 2001 From: pkotecha-eng Date: Mon, 13 Apr 2026 18:01:32 -0400 Subject: [PATCH 134/214] fix: use owner/repo format for entry name --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ac1fa63f..aa09133f 100644 --- a/README.md +++ b/README.md @@ -266,7 +266,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. -- [ARIA Clinical Research MCP Server](https://github.com/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required. [![aria-mcp-server MCP server](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) +- [pkotecha-eng/aria-mcp-server](https://github.com/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required. [![aria-mcp-server MCP server](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. - [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder. From 6d23aac8bc465c322e2a56a2d83d96e887c09eac Mon Sep 17 00:00:00 2001 From: Virgil <251250338+Vlam9988@users.noreply.github.com> Date: Tue, 14 Apr 2026 08:23:59 +0800 Subject: [PATCH 135/214] Added MailboxValidator --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..4c2d6ff0 100644 --- a/README.md +++ b/README.md @@ -1589,6 +1589,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. - [damientilman/mailchimp-mcp-server](https://github.com/damientilman/mailchimp-mcp-server) [![mailchimp-mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations. - [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts. +- [MailboxValidator/mcp-mailboxvalidator](https://github.com/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns. - [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations. - [Nolas-Shadow/agent1st-ads-mcp](https://github.com/Nolas-Shadow/agent1st-ads-mcp) [![Nolas-Shadow/agent1st-ads-mcp MCP server](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp) 📇 ☁️ - Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One tool call creates a complete campaign — targeting, creative, budget, and ad. Requires license from [agent1st.io/ads](https://agent1st.io/ads/). - [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. From 5899f74b6a539e6f1301167ca3bfb2a827eb6268 Mon Sep 17 00:00:00 2001 From: Virgil <251250338+Vlam9988@users.noreply.github.com> Date: Tue, 14 Apr 2026 08:27:57 +0800 Subject: [PATCH 136/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4c2d6ff0..3ead0dbf 100644 --- a/README.md +++ b/README.md @@ -1589,7 +1589,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. - [damientilman/mailchimp-mcp-server](https://github.com/damientilman/mailchimp-mcp-server) [![mailchimp-mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations. - [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts. -- [MailboxValidator/mcp-mailboxvalidator](https://github.com/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns. +- [MailboxValidator/mcp-mailboxvalidator](https://github.com/MailboxValidator/mcp-mailboxvalidator) [![mcp-mailboxvalidator MCP server](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator/badges/score.svg)](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns. - [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations. - [Nolas-Shadow/agent1st-ads-mcp](https://github.com/Nolas-Shadow/agent1st-ads-mcp) [![Nolas-Shadow/agent1st-ads-mcp MCP server](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Nolas-Shadow/agent1st-ads-mcp) 📇 ☁️ - Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One tool call creates a complete campaign — targeting, creative, budget, and ad. Requires license from [agent1st.io/ads](https://agent1st.io/ads/). - [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. From f3d274a6ae2d1030d4c02beae03362721e7a5113 Mon Sep 17 00:00:00 2001 From: ip2whois <61041475+ip2whois@users.noreply.github.com> Date: Tue, 14 Apr 2026 08:44:45 +0800 Subject: [PATCH 137/214] Add IP2WHOIS server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..0d75726e 100644 --- a/README.md +++ b/README.md @@ -1769,6 +1769,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [imprvhub/mcp-domain-availability](https://github.com/imprvhub/mcp-domain-availability) 🐍 ☁️ - A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx. - [imprvhub/mcp-rss-aggregator](https://github.com/imprvhub/mcp-rss-aggregator) 📇 ☁️ 🏠 - Model Context Protocol Server for aggregating RSS feeds in Claude Desktop. - [lionkiii/rss-feeds-mcp](https://github.com/lionkiii/rss-feeds-mcp) [![rss-feeds-mcp MCP server](https://glama.ai/mcp/servers/lionkiii/rss-feeds-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lionkiii/rss-feeds-mcp) 📇 🏠 - RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required. +- [ip2whois/mcp-ip2whois](https://github.com/ip2whois/mcp-ip2whois) [![mcp-ip2whois MCP server](https://glama.ai/mcp/servers/ip2whois/mcp-ip2whois/badges/score.svg)](https://glama.ai/mcp/servers/ip2whois/mcp-ip2whois) 🐍 📇 🏠 - MCP server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data. - [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) 📇 ☁️ - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. - [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. From 6ce9ae7d1a0c01644f06a4048de164a7ab7f0f8b Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 13 Apr 2026 19:32:41 -0600 Subject: [PATCH 138/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e7e80c76..2b6ef059 100644 --- a/README.md +++ b/README.md @@ -2072,7 +2072,7 @@ Interact with Git repositories and version control platforms. Enables repository - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. - [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. - [conorbronsdon/gws-mcp-server](https://github.com/conorbronsdon/gws-mcp-server) [![gws-mcp-server MCP server](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@conorbronsdon/gws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI. -- [corbym/backlog-mcp](https://github.com/corbym/backlog-mcp) [![backlog-mcp MCP server](https://glama.ai/mcp/servers/corbym/backlog-mcp/badges/card.svg)](https://glama.ai/mcp/servers/corbym/backlog-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository. +- [corbym/backlog-mcp](https://github.com/corbym/backlog-mcp) [![corbym/backlog-mcp MCP server](https://glama.ai/mcp/servers/corbym/backlog-mcp/badges/score.svg)](https://glama.ai/mcp/servers/corbym/backlog-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository. - [dearlordylord/huly-mcp](https://github.com/dearlordylord/huly-mcp) [![huly-mcp MCP server](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities. - [davegomez/fizzy-mcp](https://github.com/davegomez/fizzy-mcp) [![fizzy-mcp MCP server](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp) 📇 ☁️ - MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists. - [delega-dev/delega-mcp](https://github.com/delega-dev/delega-mcp) [![delega-mcp MCP server](https://glama.ai/mcp/servers/delega-dev/delega-mcp/badges/score.svg)](https://glama.ai/mcp/servers/delega-dev/delega-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Task management API built for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context. Self-hosted or hosted tier at [delega.dev](https://delega.dev). From eeee46211f100dab01965a40a02e7452515fd95b Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 13 Apr 2026 19:45:59 -0600 Subject: [PATCH 139/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c3a1c930..170143b6 100644 --- a/README.md +++ b/README.md @@ -714,7 +714,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. Tools and integrations that enhance the development workflow and environment management. -- [EtienneChollet/ontomics](https://github.com/EtienneChollet/ontomics) 🦀 🏠 🍎 🐧 - Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries. +- [EtienneChollet/ontomics](https://github.com/EtienneChollet/ontomics) [![EtienneChollet/ontomics MCP server](https://glama.ai/mcp/servers/EtienneChollet/ontomics/badges/score.svg)](https://glama.ai/mcp/servers/EtienneChollet/ontomics) 🦀 🏠 🍎 🐧 - Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries. - [LWTlong/ai-dev-analytics](https://github.com/LWTlong/ai-dev-analytics) [![glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules. - [3KniGHtcZ/codebeamer-mcp](https://github.com/3KniGHtcZ/codebeamer-mcp) [![codebeamer-mcp MCP server](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. From 5ad7cc5518378bdcd9f8fad2314f351cab79a9ed Mon Sep 17 00:00:00 2001 From: cengfanman <42309258+cengfanman@users.noreply.github.com> Date: Tue, 14 Apr 2026 09:53:55 +0800 Subject: [PATCH 140/214] Add Glama score badge Co-Authored-By: Claude Opus 4.6 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1471f43a..a9281afa 100644 --- a/README.md +++ b/README.md @@ -235,7 +235,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control -- [shunshi-ai/bazi-reader-mcp](https://github.com/shunshi-ai/bazi-reader-mcp) 📇 🏠 🍎 🪟 🐧 - Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp` +- [shunshi-ai/bazi-reader-mcp](https://github.com/shunshi-ai/bazi-reader-mcp) [![shunshi-ai/bazi-reader-mcp MCP server](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp) 📇 🏠 🍎 🪟 🐧 - Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp` - [tasopen/mcp-alphabanana](https://github.com/tasopen/mcp-alphabanana) [![mcp-alphabanana MCP server](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana/badges/score.svg)](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana) 📇 🏠 🍎 🪟 🐧 - Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding. - [TwelveTake-Studios/reaper-mcp](https://github.com/TwelveTake-Studios/reaper-mcp) 🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information From b2d99d4ef0a3a90d4c3e995698ecc8d18dd06275 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 13 Apr 2026 20:19:29 -0600 Subject: [PATCH 141/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3c17e1ff..38955293 100644 --- a/README.md +++ b/README.md @@ -1388,7 +1388,7 @@ Integration with gaming related data, game engines, and services - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - [razz-games/razz-mcp](https://github.com/razz-games/razz-mcp) [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/score.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) 📇 ☁️ - Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering for any AI agent. [![razz-games/razz-mcp MCP server](https://glama.ai/mcp/servers/razz-games/razz-mcp/badges/card.svg)](https://glama.ai/mcp/servers/razz-games/razz-mcp) -- [rkocosmergon/cosmergon-agent](https://github.com/rkocosmergon/cosmergon-agent) [![badge](https://glama.ai/mcp/servers/rkocosmergon%2Fcosmergon-agent/badge?type=score)](https://glama.ai/mcp/servers/rkocosmergon/cosmergon-agent) 🐍 ☁️ - Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed. +- [rkocosmergon/cosmergon-agent](https://github.com/rkocosmergon/cosmergon-agent) [![rkocosmergon/cosmergon-agent MCP server](https://glama.ai/mcp/servers/rkocosmergon/cosmergon-agent/badges/score.svg)](https://glama.ai/mcp/servers/rkocosmergon/cosmergon-agent) 🐍 ☁️ - Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools. - [sonirico/mcp-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine. - [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. From 02052f1bcab3bfe570736ffb6662fb61ca1cf84d Mon Sep 17 00:00:00 2001 From: Viacheslav Date: Tue, 14 Apr 2026 06:00:29 +0300 Subject: [PATCH 142/214] Add szhygulin/recon-crypto-mcp to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 38955293..ea41d034 100644 --- a/README.md +++ b/README.md @@ -1333,6 +1333,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [softvoyagers/fakturka-api](https://github.com/softvoyagers/fakturka-api) 📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required. - [spfunctions/simplefunctions-cli](https://github.com/spfunctions/simplefunctions-cli) [![simplefunctions-cli MCP server](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli/badges/score.svg)](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli) 📇 ☁️ - Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed. - [System-R-AI/systemr-python](https://github.com/System-R-AI/systemr-python) [![systemr-python MCP server](https://glama.ai/mcp/servers/System-R-AI/systemr-python/badges/score.svg)](https://glama.ai/mcp/servers/System-R-AI/systemr-python) 🐍 ☁️ - Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments. +- [szhygulin/recon-crypto-mcp](https://github.com/szhygulin/recon-crypto-mcp) 📇 🏠 - Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet. - [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights. - [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate. - [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp. From 635baf27691bebc5d7f7971dc8fc25d1f224aa0e Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 13 Apr 2026 21:14:10 -0600 Subject: [PATCH 143/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a6ad7043..5c91bbfa 100644 --- a/README.md +++ b/README.md @@ -741,7 +741,7 @@ Tools and integrations that enhance the development workflow and environment man - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control. -- [andrewschreiber/desktopinsights-mcp](https://github.com/andrewschreiber/desktopinsights-mcp) 📇 ☁️ 🍎 🪟 🐧 - Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API. +- [andrewschreiber/desktopinsights-mcp](https://github.com/andrewschreiber/desktopinsights-mcp) [![andrewschreiber/desktopinsights-mcp MCP server](https://glama.ai/mcp/servers/andrewschreiber/desktopinsights-mcp/badges/score.svg)](https://glama.ai/mcp/servers/andrewschreiber/desktopinsights-mcp) 📇 ☁️ 🍎 🪟 🐧 - Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API. - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status. - [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages. From c78b5bde6104806e40b8e611d2863ac8ba0131af Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 13 Apr 2026 21:24:07 -0600 Subject: [PATCH 144/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 557ad256..35e990b1 100644 --- a/README.md +++ b/README.md @@ -708,7 +708,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [saikiyusuke/registep-mcp](https://github.com/saikiyusuke/registep-mcp) 📇 ☁️ - AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features. - [vikramgorla/mcp-swiss](https://github.com/vikramgorla/mcp-swiss) [![mcp-swiss](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss/badges/score.svg)](https://glama.ai/mcp/servers/vikramgorla/mcp-swiss) 📇 ☁️ - 68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required. - [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. -- [Leekangbum/networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) 🐍 - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents +- [Leekangbum/networklytics-mcp](https://github.com/Leekangbum/networklytics-mcp) [![Leekangbum/networklytics-mcp MCP server](https://glama.ai/mcp/servers/Leekangbum/networklytics-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Leekangbum/networklytics-mcp) 🐍 - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents From 511f9a33e0432cb4373b65246743120be716134c Mon Sep 17 00:00:00 2001 From: Viacheslav Date: Tue, 14 Apr 2026 07:52:40 +0300 Subject: [PATCH 145/214] Add Glama badge to recon-crypto-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ea41d034..b72bf413 100644 --- a/README.md +++ b/README.md @@ -1333,7 +1333,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [softvoyagers/fakturka-api](https://github.com/softvoyagers/fakturka-api) 📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required. - [spfunctions/simplefunctions-cli](https://github.com/spfunctions/simplefunctions-cli) [![simplefunctions-cli MCP server](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli/badges/score.svg)](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli) 📇 ☁️ - Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed. - [System-R-AI/systemr-python](https://github.com/System-R-AI/systemr-python) [![systemr-python MCP server](https://glama.ai/mcp/servers/System-R-AI/systemr-python/badges/score.svg)](https://glama.ai/mcp/servers/System-R-AI/systemr-python) 🐍 ☁️ - Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments. -- [szhygulin/recon-crypto-mcp](https://github.com/szhygulin/recon-crypto-mcp) 📇 🏠 - Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet. +- [szhygulin/recon-crypto-mcp](https://github.com/szhygulin/recon-crypto-mcp) [![recon-crypto-mcp MCP server](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp/badges/score.svg)](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp) 📇 🏠 - Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet. - [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights. - [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate. - [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp. From 800c50d99087c60ca650a781577aeb6dd592614f Mon Sep 17 00:00:00 2001 From: Viacheslav Date: Tue, 14 Apr 2026 07:53:23 +0300 Subject: [PATCH 146/214] Add Base chain to recon-crypto-mcp description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b72bf413..3c38d2ce 100644 --- a/README.md +++ b/README.md @@ -1333,7 +1333,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [softvoyagers/fakturka-api](https://github.com/softvoyagers/fakturka-api) 📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required. - [spfunctions/simplefunctions-cli](https://github.com/spfunctions/simplefunctions-cli) [![simplefunctions-cli MCP server](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli/badges/score.svg)](https://glama.ai/mcp/servers/spfunctions/simplefunctions-cli) 📇 ☁️ - Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed. - [System-R-AI/systemr-python](https://github.com/System-R-AI/systemr-python) [![systemr-python MCP server](https://glama.ai/mcp/servers/System-R-AI/systemr-python/badges/score.svg)](https://glama.ai/mcp/servers/System-R-AI/systemr-python) 🐍 ☁️ - Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments. -- [szhygulin/recon-crypto-mcp](https://github.com/szhygulin/recon-crypto-mcp) [![recon-crypto-mcp MCP server](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp/badges/score.svg)](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp) 📇 🏠 - Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet. +- [szhygulin/recon-crypto-mcp](https://github.com/szhygulin/recon-crypto-mcp) [![recon-crypto-mcp MCP server](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp/badges/score.svg)](https://glama.ai/mcp/servers/szhygulin/recon-crypto-mcp) 📇 🏠 - Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon/Base (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet. - [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights. - [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate. - [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp. From ddbb61ae5dc09d80c63aebca80876fd7e9c30c48 Mon Sep 17 00:00:00 2001 From: chrisbusbin-pixel Date: Mon, 13 Apr 2026 22:12:03 -0700 Subject: [PATCH 147/214] Add chrisbusbin-pixel/propfirmdealfinder to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..237016a4 100644 --- a/README.md +++ b/README.md @@ -1168,6 +1168,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support. - [calintzy/evmscope](https://github.com/calintzy/evmscope) [![calintzy/evmscope MCP server](https://glama.ai/mcp/servers/calintzy/evmscope/badges/score.svg)](https://glama.ai/mcp/servers/calintzy/evmscope) 📇 ☁️ - EVM blockchain intelligence toolkit with 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across Ethereum, Polygon, Arbitrum, Base, and Optimism. Zero config, no API keys required. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). +- [chrisbusbin-pixel/propfirmdealfinder](https://github.com/chrisbusbin-pixel/propfirmdealfinder) 📇 ☁️ - Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools. - [grahammccain/chart-library-mcp](https://github.com/grahammccain/chart-library-mcp) [![grahammccain/chart-library-mcp MCP server](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp/badges/score.svg)](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp) 🐍 ☁️ - Historical stock chart pattern intelligence for AI agents. 24M pre-computed embeddings across 15K stocks and 10 years of data. Search by ticker+date or screenshot to find the most similar historical patterns and see what happened next. 19 tools including pattern search, forward returns, regime analysis, and trade simulation. Install: `pip install chartlibrary-mcp`. Free tier: 200 calls/day. - [CryptoRugMunch/rug-munch-mcp](https://github.com/CryptoRugMunch/rug-munch-mcp) [![rug-munch-intelligence MCP server](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence) 🐍 ☁️ - 19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available. - [4dmrkey/cryptopolitan-mcp](https://github.com/4dmrkey/cryptopolitan-mcp) [![4dmrkey/cryptopolitan-mcp MCP server](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp/badges/score.svg)](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp) ☁️ - Real-time cryptocurrency news, analysis, and price predictions for AI agents. 5 tools to search 50,000+ articles across 12 categories, filter by asset ticker (120+ coins), and access content with built-in attribution. Free with attribution. SSE and Streamable HTTP transport. From cb4f78e7d77ff467a4f03ae35f7c8eaa63623bc5 Mon Sep 17 00:00:00 2001 From: Ali Shaikh Date: Tue, 14 Apr 2026 15:24:38 +1000 Subject: [PATCH 148/214] Add Glama score badge to wanderlog-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0bcfbba3..69f5b51b 100644 --- a/README.md +++ b/README.md @@ -2037,7 +2037,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information. - [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information - [tickadoo/tickadoo-mcp](https://github.com/tickadoo/tickadoo-mcp) [![tickadoo MCP server](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tickadoo/tickadoo-mcp) 📇 ☁️ - Discover and book theatre, shows, events, tours and experiences across 700+ cities worldwide. Real-time pricing, availability, and booking links via tickadoo.com. -- [shaikhspeare/wanderlog-mcp](https://github.com/shaikhspeare/wanderlog-mcp) 📇 ☁️ - MCP server for Wanderlog that lets AI clients read and edit trip itineraries through natural language, including trips, places, notes, hotels, checklists, and date updates. +- [shaikhspeare/wanderlog-mcp](https://github.com/shaikhspeare/wanderlog-mcp) [![shaikhspeare/wanderlog-mcp MCP server](https://glama.ai/mcp/servers/shaikhspeare/wanderlog-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shaikhspeare/wanderlog-mcp) 📇 ☁️ - MCP server for Wanderlog that lets AI clients read and edit trip itineraries through natural language, including trips, places, notes, hotels, checklists, and date updates. - [vessel-api/vesselapi-mcp](https://github.com/vessel-api/vesselapi-mcp) [![vessel-api-mcp-server MCP server](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@vessel-api/vessel-api-mcp-server) 📇 ☁️ - Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions, ETAs, port events, emissions, inspections, and NAVTEX safety messages. ### 🔄 Version Control From e11539bcb34cf3a86430e3d24c7ef0c972d7e07b Mon Sep 17 00:00:00 2001 From: xjtlu Date: Tue, 14 Apr 2026 13:41:51 +0800 Subject: [PATCH 149/214] Add context-first-mcp to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..6e2fbf75 100644 --- a/README.md +++ b/README.md @@ -1441,6 +1441,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation - [ChrisGVE/workspace-qdrant-mcp](https://github.com/ChrisGVE/workspace-qdrant-mcp) [![workspace-qdrant-mcp MCP server](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) 🦀 📇 🏠 🍎 🪟 🐧 - Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. **Alpha** — testers and feedback welcome. +- [context-first-mcp](https://github.com/XJTLUmedia/Context-First-MCP) 📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp` - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [conversation-handoff-mcp](https://github.com/trust-delta/conversation-handoff-mcp) 📇 🏠 - Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter. - [cryptosquanch/legends-mcp](https://github.com/cryptosquanch/legends-mcp) 📇 🏠 🍎 🪟 🐧 - Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required. From 0deed7f63caa1162accd059f7859b2179f22377d Mon Sep 17 00:00:00 2001 From: chrisbusbin-pixel Date: Tue, 14 Apr 2026 00:14:16 -0700 Subject: [PATCH 150/214] fix: point entry to MCP server repo + add Glama score badge (per maintainer comment) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 237016a4..09376380 100644 --- a/README.md +++ b/README.md @@ -1168,7 +1168,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support. - [calintzy/evmscope](https://github.com/calintzy/evmscope) [![calintzy/evmscope MCP server](https://glama.ai/mcp/servers/calintzy/evmscope/badges/score.svg)](https://glama.ai/mcp/servers/calintzy/evmscope) 📇 ☁️ - EVM blockchain intelligence toolkit with 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across Ethereum, Polygon, Arbitrum, Base, and Optimism. Zero config, no API keys required. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). -- [chrisbusbin-pixel/propfirmdealfinder](https://github.com/chrisbusbin-pixel/propfirmdealfinder) 📇 ☁️ - Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools. +- [chrisbusbin-pixel/propfirmdealfinder-mcp-server](https://github.com/chrisbusbin-pixel/propfirmdealfinder-mcp-server) 📇 ☁️ - Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools. [![chrisbusbin-pixel/propfirmdealfinder-mcp-server MCP server](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server) - [grahammccain/chart-library-mcp](https://github.com/grahammccain/chart-library-mcp) [![grahammccain/chart-library-mcp MCP server](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp/badges/score.svg)](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp) 🐍 ☁️ - Historical stock chart pattern intelligence for AI agents. 24M pre-computed embeddings across 15K stocks and 10 years of data. Search by ticker+date or screenshot to find the most similar historical patterns and see what happened next. 19 tools including pattern search, forward returns, regime analysis, and trade simulation. Install: `pip install chartlibrary-mcp`. Free tier: 200 calls/day. - [CryptoRugMunch/rug-munch-mcp](https://github.com/CryptoRugMunch/rug-munch-mcp) [![rug-munch-intelligence MCP server](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence) 🐍 ☁️ - 19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available. - [4dmrkey/cryptopolitan-mcp](https://github.com/4dmrkey/cryptopolitan-mcp) [![4dmrkey/cryptopolitan-mcp MCP server](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp/badges/score.svg)](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp) ☁️ - Real-time cryptocurrency news, analysis, and price predictions for AI agents. 5 tools to search 50,000+ articles across 12 categories, filter by asset ticker (120+ coins), and access content with built-in attribution. Free with attribution. SSE and Streamable HTTP transport. From 729535478a65f3c58eeb177684e013b79fd57cfa Mon Sep 17 00:00:00 2001 From: Test Date: Tue, 14 Apr 2026 09:38:14 +0200 Subject: [PATCH 151/214] Fix GitHub URL to match renamed repo Co-Authored-By: Claude Opus 4.6 (1M context) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b190e450..d723e226 100644 --- a/README.md +++ b/README.md @@ -2077,7 +2077,7 @@ Interact with Git repositories and version control platforms. Enables repository - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. -- [mreider/better-bear](https://github.com/mreider/better-bear-cli/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/mreider/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/mreider/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. +- [mreider/better-bear](https://github.com/mreider/better-bear/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/mreider/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/mreider/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. From eef95d6a5d0ae4453073787694a6edd5f2780835 Mon Sep 17 00:00:00 2001 From: benmonopoli Date: Tue, 14 Apr 2026 17:09:19 +0900 Subject: [PATCH 152/214] Add Greenhouse MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..b2a3310b 100644 --- a/README.md +++ b/README.md @@ -2100,6 +2100,7 @@ Interact with Git repositories and version control platforms. Enables repository - [6figr-com/jobgpt-mcp-server](https://github.com/6figr-com/jobgpt-mcp-server) [![job-gpt-mcp-server MCP server](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for [JobGPT](https://6figr.com/jobgpt) — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach. - [backloghq/backlog](https://github.com/backloghq/backlog) [![backloghq/backlog MCP server](https://glama.ai/mcp/servers/backloghq/backlog/badges/score.svg)](https://glama.ai/mcp/servers/backloghq/backlog) 📇 🏠 🍎 🪟 🐧 - Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project isolation. - [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity. +- [benmonopoli/open-greenhouse-mcp](https://github.com/benmonopoli/open-greenhouse-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Production-ready MCP server for [Greenhouse](https://www.greenhouse.com) ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations. - [bobbyrgoldsmith/quarterback](https://github.com/bobbyrgoldsmith/quarterback) 🐍 🏠 🍎 🐧 - Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document analysis, agent dispatch with autonomy levels, HMAC webhooks, time-aware planning, and CI/CD integration. Standalone CLI + MCP server. - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. - [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. From 1a3aa80f0f52ebc17301e8fbd8a2a0ebb37ab405 Mon Sep 17 00:00:00 2001 From: haoming_koo Date: Tue, 14 Apr 2026 17:16:05 +0800 Subject: [PATCH 153/214] feat: add haomingkoo/japan-seasons-mcp to Travel & Transportation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..4e8e268c 100644 --- a/README.md +++ b/README.md @@ -2057,6 +2057,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [alcylu/nightlife-mcp](https://github.com/alcylu/nightlife-mcp) [![nightlife](https://glama.ai/mcp/servers/alcylu/nightlife-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alcylu/nightlife-mcp) 📇 ☁️ - MCP server for Tokyo nightlife event discovery, venue search, performer info, AI recommendations, and VIP table booking. - [campertunity/mcp-server](https://github.com/campertunity/mcp-server) 🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links - [cobanov/teslamate-mcp](https://github.com/cobanov/teslamate-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. +- [haomingkoo/japan-seasons-mcp](https://github.com/haomingkoo/japan-seasons-mcp) [![japan-seasons-mcp MCP server](https://glama.ai/mcp/servers/haomingkoo/japan-seasons-mcp/badges/score.svg)](https://glama.ai/mcp/servers/haomingkoo/japan-seasons-mcp) 📇 ☁️ - Live Japan seasonal travel — cherry blossom forecasts, autumn leaves, flower spots, fruit picking & festivals. 1,700+ GPS-tagged spots from Japan Meteorological Corporation. Updated daily. - [lodordev/mcp-teslamate-fleet](https://github.com/lodordev/mcp-teslamate-fleet) [![mcp-teslamate-fleet](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet/badges/score.svg)](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet) 🐍 🏠 - Combined TeslaMate analytics + Fleet API commands — 29 tools for vehicle telemetry, driving history, energy analytics, and remote control (climate, charging, locks, sentry). - [helpful-AIs/triplyfy-mcp](https://github.com/helpful-AIs/triplyfy-mcp) 📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights. - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks From 059f348ba9676ee19425e9f80faffd399d4368c8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=D0=AF=D1=83=D1=88=D0=B5=D0=B2=20=D0=AD=D0=B4=D1=83=D0=B0?= =?UTF-8?q?=D1=80=D0=B4=20=D0=9C=D0=B0=D1=80=D0=B0=D1=82=D0=BE=D0=B2=D0=B8?= =?UTF-8?q?=D1=87?= Date: Tue, 14 Apr 2026 12:16:49 +0300 Subject: [PATCH 154/214] Add swagger-testcase-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..dd979065 100644 --- a/README.md +++ b/README.md @@ -797,6 +797,7 @@ Tools and integrations that enhance the development workflow and environment man - [ericbrown/project-context-mcp](https://github.com/ericbrown/project-context-mcp) 🐍 🏠 - Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions. - [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. +- [eyaushev/swagger-testcase-mcp](https://github.com/eyaushev/swagger-testcase-mcp) [![eyaushev/swagger-testcase-mcp MCP server](https://glama.ai/mcp/servers/eyaushev/swagger-testcase-mcp/badges/score.svg)](https://glama.ai/mcp/servers/eyaushev/swagger-testcase-mcp) 📇 🏠 - MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories (happy path, validation, auth, error handling, boundary, security injection, idempotency, pagination/concurrency) with export to Markdown, Gherkin, Postman, k6, pytest, Allure, and TestRail. - [fantasieleven-code/callout](https://github.com/fantasieleven-code/callout) [![callout-dev MCP server](https://glama.ai/mcp/servers/fantasieleven-code/callout-dev/badges/score.svg)](https://glama.ai/mcp/servers/fantasieleven-code/callout-dev) 📇 🏠 - Multi-perspective architecture review for AI-assisted development. Nine expert viewpoints (CTO, Security, Product, DevOps, Customer, Strategy, Investor, Unicorn Founder, Solo Entrepreneur) analyze your project and produce actionable findings. Includes AI collaboration coaching and quantitative idea scoring. - [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). - [flytohub/flyto-core](https://github.com/flytohub/flyto-core) [![flyto-core MCP server](https://glama.ai/mcp/servers/@flytohub/flyto-core/badges/score.svg)](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport. From 4405db09739036a2565e9198cf089a0aceea1701 Mon Sep 17 00:00:00 2001 From: haowang Date: Tue, 14 Apr 2026 17:21:35 +0800 Subject: [PATCH 155/214] add mineru-open-mcp, official mineru mcp, parse files into markdown --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01756b10..9d6cfe3d 100644 --- a/README.md +++ b/README.md @@ -1799,6 +1799,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana). - [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent - [olostep/olostep-mcp-server](https://github.com/olostep/olostep-mcp-server) 📇 ☁️ - API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling. +- [opendatalab/MinerU-Ecosystem](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp) 🎖️ 🐍 🏠 ☁️ - Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits. - [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI - [FayAndXan/spectrawl](https://github.com/FayAndXan/spectrawl) [![spectrawl MCP server](https://glama.ai/mcp/servers/FayAndXan/spectrawl/badges/score.svg)](https://glama.ai/mcp/servers/FayAndXan/spectrawl) 📇 🏠 - Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search. - [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP From c986117ba0325424ad1d8103b359c1787e562698 Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 18:27:02 +0900 Subject: [PATCH 156/214] Add rakuten-mcp to E-Commerce --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..4e072802 100644 --- a/README.md +++ b/README.md @@ -1090,6 +1090,7 @@ MCP servers for learning management systems (LMS) and educational tools. MCP servers for e-commerce platforms and online store management. +- [mrslbt/rakuten-mcp](https://github.com/mrslbt/rakuten-mcp) 📇 ☁️ - Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via `npx rakuten-mcp`. - [laundromatic/shopgraph](https://github.com/laundromatic/shopgraph) [![laundromatic/shopgraph MCP server](https://glama.ai/mcp/servers/laundromatic/shopgraph/badges/score.svg)](https://glama.ai/mcp/servers/laundromatic/shopgraph) 📇 ☁️ - Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev) - [lofder/dsers-mcp-product](https://github.com/lofder/dsers-mcp-product) [![dsers-mcp-product MCP server](https://glama.ai/mcp/servers/lofder/dsers-mcp-product/badges/score.svg)](https://glama.ai/mcp/servers/lofder/dsers-mcp-product) 📇 ☁️ - Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push with a single command. - [OFODevelopment/cerebrochain-mcp-server](https://github.com/OFODevelopment/cerebrochain-mcp-server) [![OFODevelopment/cerebrochain-mcp-server MCP server](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server) 📇 ☁️ - Supply chain & logistics intelligence — rate shopping across 85+ carriers, inventory management, order tracking, fleet logistics, and AI-powered demand forecasting. 20 tools and 3 resources for warehouse and supply chain operations. From e7dd5a0dcac3de24a91ccdcd747919f69827ccca Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 18:27:20 +0900 Subject: [PATCH 157/214] Add xendit-mcp to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..bed12475 100644 --- a/README.md +++ b/README.md @@ -1137,6 +1137,7 @@ Provides direct access to local file systems with configurable permissions. Enab ### 💰 Finance & Fintech +- [mrslbt/xendit-mcp](https://github.com/mrslbt/xendit-mcp) 📇 ☁️ - Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance checks, and bank transfers across Indonesia, Philippines, Thailand, Vietnam, and Malaysia. Install via `npx xendit-mcp`. - [@asterpay/mcp-server](https://github.com/timolein74/asterpay-mcp-server) [![asterpay-mcp-server MCP server](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server) 📇 ☁️ - EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics — pay-per-call in USDC on Base. SEPA Instant EUR off-ramp. - [@frihet/mcp-server](https://github.com/Frihet-io/frihet-mcp) [![frihet-mcp MCP server](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp) 📇 ☁️ - AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline. - [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals. From 408dd13566644b214becc6bb917c52fe90be4eb2 Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 18:27:45 +0900 Subject: [PATCH 158/214] Add rippr to Search & Data Extraction --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..1f91da65 100644 --- a/README.md +++ b/README.md @@ -1742,6 +1742,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### 🔎 Search & Data Extraction +- [mrslbt/rippr](https://github.com/mrslbt/rippr) 📇 🏠 - YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`. - [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. - [hanselhansel/aeo-cli](https://github.com/hanselhansel/aeo-cli) 🐍 🏠 - Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring. - [Aas-ee/open-webSearch](https://github.com/Aas-ee/open-webSearch) 🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. From ee7a7d4607f9063159f9f4badf80428515a669d6 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 03:57:42 -0600 Subject: [PATCH 159/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e361ef1f..a2ea16f1 100644 --- a/README.md +++ b/README.md @@ -1826,7 +1826,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana). - [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent - [olostep/olostep-mcp-server](https://github.com/olostep/olostep-mcp-server) 📇 ☁️ - API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling. -- [opendatalab/MinerU-Ecosystem](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp) 🎖️ 🐍 🏠 ☁️ - Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits. +- [opendatalab/MinerU-Ecosystem](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp) [![opendatalab/MinerU-Ecosystem MCP server](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem/badges/score.svg)](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem) 🎖️ 🐍 🏠 ☁️ - Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits. - [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI - [FayAndXan/spectrawl](https://github.com/FayAndXan/spectrawl) [![spectrawl MCP server](https://glama.ai/mcp/servers/FayAndXan/spectrawl/badges/score.svg)](https://glama.ai/mcp/servers/FayAndXan/spectrawl) 📇 🏠 - Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search. - [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP From 7b46646f434619c8f6819808fc1f757053c8b3ac Mon Sep 17 00:00:00 2001 From: why Date: Tue, 14 Apr 2026 18:22:16 +0800 Subject: [PATCH 160/214] feat: add whyy9527/ariadne to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9da55603..a314fd36 100644 --- a/README.md +++ b/README.md @@ -988,6 +988,7 @@ Tools and integrations that enhance the development workflow and environment man - [VikrantSingh01/adaptive-cards-mcp](https://github.com/VikrantSingh01/adaptive-cards-mcp) [![adaptive-cards-mcp MCP server](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` - [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. +- [whyy9527/ariadne](https://github.com/whyy9527/ariadne) 🐍 🏠 - Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings. - [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services. - [wn01011/llm-token-tracker](https://github.com/wn01011/llm-token-tracker) 📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models - [Wolfe-Jam/claude-faf-mcp](https://github.com/Wolfe-Jam/claude-faf-mcp) 📇 🏠 - First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads. From 36659285dc1969fc44e0b4df6488922bebc7cdde Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sergio=20Fern=C3=A1ndez?= <9169332+GeiserX@users.noreply.github.com> Date: Tue, 14 Apr 2026 12:45:05 +0200 Subject: [PATCH 161/214] Add Glama score badge to atlassian-browser-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 419e54e6..48a9df9a 100644 --- a/README.md +++ b/README.md @@ -725,7 +725,7 @@ Tools and integrations that enhance the development workflow and environment man - [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time. - [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion. - [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time. -- [GeiserX/atlassian-browser-mcp](https://github.com/GeiserX/atlassian-browser-mcp) 🐍 ☁️ - Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available. +- [GeiserX/atlassian-browser-mcp](https://github.com/GeiserX/atlassian-browser-mcp) [![GeiserX/atlassian-browser-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/atlassian-browser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/atlassian-browser-mcp) 🐍 ☁️ - Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available. - [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram". - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. - [mikusnuz/app-publish-mcp](https://github.com/mikusnuz/app-publish-mcp) [![mikusnuz/app-publish-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/app-publish-mcp) 📇 ☁️ - Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports. From 38ef4c060839bd556202a0754d68fe47ef4352ed Mon Sep 17 00:00:00 2001 From: Dragos Date: Tue, 14 Apr 2026 14:13:55 +0300 Subject: [PATCH 162/214] Add Grovs to Marketing section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 84dbd98c..a1ab7893 100644 --- a/README.md +++ b/README.md @@ -1611,6 +1611,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [shensi8312/blogburst-mcp-server](https://github.com/shensi8312/blogburst-mcp-server) 📇 ☁️ - AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly. - [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. +- [grovs-io/mcp](https://github.com/grovs-io/mcp) 📇 ☁️ - Deep linking, attribution, analytics, and campaign management for mobile apps with [Grovs](https://grovs.io) — an open-source, privacy-first alternative to Branch and AppsFlyer. 16 tools for creating links, tracking installs and revenue, and configuring app settings. - [damientilman/mailchimp-mcp-server](https://github.com/damientilman/mailchimp-mcp-server) [![mailchimp-mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations. - [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts. - [MailboxValidator/mcp-mailboxvalidator](https://github.com/MailboxValidator/mcp-mailboxvalidator) [![mcp-mailboxvalidator MCP server](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator/badges/score.svg)](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns. From 9d0db81442c7fd9fe28b8ae6c5609c4303972e67 Mon Sep 17 00:00:00 2001 From: Dragos Date: Tue, 14 Apr 2026 14:20:09 +0300 Subject: [PATCH 163/214] Add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a1ab7893..89b19981 100644 --- a/README.md +++ b/README.md @@ -1611,7 +1611,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [shensi8312/blogburst-mcp-server](https://github.com/shensi8312/blogburst-mcp-server) 📇 ☁️ - AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly. - [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. -- [grovs-io/mcp](https://github.com/grovs-io/mcp) 📇 ☁️ - Deep linking, attribution, analytics, and campaign management for mobile apps with [Grovs](https://grovs.io) — an open-source, privacy-first alternative to Branch and AppsFlyer. 16 tools for creating links, tracking installs and revenue, and configuring app settings. +- [grovs-io/mcp](https://github.com/grovs-io/mcp) [![grovs-io/mcp MCP server](https://glama.ai/mcp/servers/grovs-io/mcp/badges/score.svg)](https://glama.ai/mcp/servers/grovs-io/mcp) 📇 ☁️ - Deep linking, attribution, analytics, and campaign management for mobile apps with [Grovs](https://grovs.io) — an open-source, privacy-first alternative to Branch and AppsFlyer. 16 tools for creating links, tracking installs and revenue, and configuring app settings. - [damientilman/mailchimp-mcp-server](https://github.com/damientilman/mailchimp-mcp-server) [![mailchimp-mcp MCP server](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@damientilman/mailchimp-mcp) 🐍 ☁️ - Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations. - [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts. - [MailboxValidator/mcp-mailboxvalidator](https://github.com/MailboxValidator/mcp-mailboxvalidator) [![mcp-mailboxvalidator MCP server](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator/badges/score.svg)](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns. From 672160ba3e4e205e8e10400fcede71122cd69bc5 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 06:17:32 -0600 Subject: [PATCH 164/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f2498364..471253f2 100644 --- a/README.md +++ b/README.md @@ -1169,7 +1169,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support. - [calintzy/evmscope](https://github.com/calintzy/evmscope) [![calintzy/evmscope MCP server](https://glama.ai/mcp/servers/calintzy/evmscope/badges/score.svg)](https://glama.ai/mcp/servers/calintzy/evmscope) 📇 ☁️ - EVM blockchain intelligence toolkit with 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across Ethereum, Polygon, Arbitrum, Base, and Optimism. Zero config, no API keys required. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). -- [chrisbusbin-pixel/propfirmdealfinder-mcp-server](https://github.com/chrisbusbin-pixel/propfirmdealfinder-mcp-server) 📇 ☁️ - Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools. [![chrisbusbin-pixel/propfirmdealfinder-mcp-server MCP server](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server) +- [chrisbusbin-pixel/propfirmdealfinder-mcp-server](https://github.com/chrisbusbin-pixel/propfirmdealfinder-mcp-server) [![chrisbusbin-pixel/propfirmdealfinder-mcp-server MCP server](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/chrisbusbin-pixel/propfirmdealfinder-mcp-server) 📇 ☁️ - Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools. - [grahammccain/chart-library-mcp](https://github.com/grahammccain/chart-library-mcp) [![grahammccain/chart-library-mcp MCP server](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp/badges/score.svg)](https://glama.ai/mcp/servers/grahammccain/chart-library-mcp) 🐍 ☁️ - Historical stock chart pattern intelligence for AI agents. 24M pre-computed embeddings across 15K stocks and 10 years of data. Search by ticker+date or screenshot to find the most similar historical patterns and see what happened next. 19 tools including pattern search, forward returns, regime analysis, and trade simulation. Install: `pip install chartlibrary-mcp`. Free tier: 200 calls/day. - [CryptoRugMunch/rug-munch-mcp](https://github.com/CryptoRugMunch/rug-munch-mcp) [![rug-munch-intelligence MCP server](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence) 🐍 ☁️ - 19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available. - [4dmrkey/cryptopolitan-mcp](https://github.com/4dmrkey/cryptopolitan-mcp) [![4dmrkey/cryptopolitan-mcp MCP server](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp/badges/score.svg)](https://glama.ai/mcp/servers/4dmrkey/cryptopolitan-mcp) ☁️ - Real-time cryptocurrency news, analysis, and price predictions for AI agents. 5 tools to search 50,000+ articles across 12 categories, filter by asset ticker (120+ coins), and access content with built-in attribution. Free with attribution. SSE and Streamable HTTP transport. From fc549de10a1060f2222bfb5368a87f9162f1cdee Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 06:41:50 -0600 Subject: [PATCH 165/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 17282c52..ced1c472 100644 --- a/README.md +++ b/README.md @@ -1331,7 +1331,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. - [refined-element/lightning-enable-mcp](https://github.com/refined-element/lightning-enable-mcp) [![lightning-enable-mcp MCP server](https://glama.ai/mcp/servers/@refined-element/lightning-enable-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@refined-element/lightning-enable-mcp) 🐍 ☁️ 🏠 - Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create invoices, check balances, and access L402 paywalled APIs. Supports Strike, OpenNode, NWC wallets. - [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments. -- [vdmeu/registrum-mcp](https://github.com/vdmeu/registrum-mcp) 📇 ☁️ - UK Companies House data via the Registrum API — search companies, get enriched profiles, structured financials parsed from iXBRL filings, director history, and corporate network graphs. [![vdmeu/registrum-mcp MCP server](https://glama.ai/mcp/servers/vdmeu/registrum-mcp/badges/score.svg)](https://glama.ai/mcp/servers/vdmeu/registrum-mcp) +- [vdmeu/registrum-mcp](https://github.com/vdmeu/registrum-mcp) [![vdmeu/registrum-mcp MCP server](https://glama.ai/mcp/servers/vdmeu/registrum-mcp/badges/score.svg)](https://glama.ai/mcp/servers/vdmeu/registrum-mcp) 📇 ☁️ - UK Companies House data via the Registrum API — search companies, get enriched profiles, structured financials parsed from iXBRL filings, director history, and corporate network graphs. - [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network. - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. From cff416ac1d2020f96e4e4392b2d7a92989f6f58a Mon Sep 17 00:00:00 2001 From: mvtandas Date: Tue, 14 Apr 2026 15:43:54 +0300 Subject: [PATCH 166/214] Add wp-cli-mcp (WordPress management via WP-CLI) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ced1c472..af8f1b39 100644 --- a/README.md +++ b/README.md @@ -722,6 +722,7 @@ Tools and integrations that enhance the development workflow and environment man - [LWTlong/ai-dev-analytics](https://github.com/LWTlong/ai-dev-analytics) [![glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules. - [3KniGHtcZ/codebeamer-mcp](https://github.com/3KniGHtcZ/codebeamer-mcp) [![codebeamer-mcp MCP server](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. +- [mvtandas/wp-cli-mcp](https://github.com/mvtandas/wp-cli-mcp) 📇 🏠 - Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers. - [a-25/ios-mcp-code-quality-server](https://github.com/a-25/ios-mcp-code-quality-server) 📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration. - [raye-deng/open-code-review](https://github.com/raye-deng/open-code-review) [![Open Code Review MCP](https://glama.ai/mcp/servers/@raye-deng/open-code-review/badges/score.svg)](https://glama.ai/mcp/servers/raye-deng/open-code-review) 🏠 📇 ☁️ - AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI + CI/CD integration. - [AaronVick/ECHO_RIFT_MCP](https://github.com/AaronVick/ECHO_RIFT_MCP) 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer. From 3b1422de7f775d035bc8f5702af7e4ca6fc2ee31 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 07:16:59 -0600 Subject: [PATCH 167/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bf0e4725..22585620 100644 --- a/README.md +++ b/README.md @@ -266,7 +266,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. -- [pkotecha-eng/aria-mcp-server](https://github.com/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required. [![aria-mcp-server MCP server](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) +- [pkotecha-eng/aria-mcp-server](https://github.com/pkotecha-eng/aria-mcp-server) [![aria-mcp-server MCP server](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required. - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. - [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder. From 41f00fc30eb37b16ae9976ba6b9e0b9e9736988f Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 07:18:30 -0600 Subject: [PATCH 168/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7570a94e..6cfb9993 100644 --- a/README.md +++ b/README.md @@ -990,7 +990,7 @@ Tools and integrations that enhance the development workflow and environment man - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - [VikrantSingh01/adaptive-cards-mcp](https://github.com/VikrantSingh01/adaptive-cards-mcp) [![adaptive-cards-mcp MCP server](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` -- [VrtxOmega/omega-brain-mcp](https://github.com/VrtxOmega/omega-brain-mcp) 🐍 🏠 🍎 🪟 🐧 - Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations. +- [VrtxOmega/omega-brain-mcp](https://github.com/VrtxOmega/omega-brain-mcp) [![VrtxOmega/omega-brain-mcp MCP server](https://glama.ai/mcp/servers/VrtxOmega/omega-brain-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VrtxOmega/omega-brain-mcp) 🐍 🏠 🍎 🪟 🐧 - Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations. - [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. - [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services. - [wn01011/llm-token-tracker](https://github.com/wn01011/llm-token-tracker) 📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models From e9809cf308f961412c43a3fd4797e9ae34873b9d Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 22:27:06 +0900 Subject: [PATCH 169/214] Add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1f91da65..e0eb3445 100644 --- a/README.md +++ b/README.md @@ -1742,7 +1742,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### 🔎 Search & Data Extraction -- [mrslbt/rippr](https://github.com/mrslbt/rippr) 📇 🏠 - YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`. +- [mrslbt/rippr](https://github.com/mrslbt/rippr) [![mrslbt/rippr MCP server](https://glama.ai/mcp/servers/mrslbt/rippr/badges/score.svg)](https://glama.ai/mcp/servers/mrslbt/rippr) 📇 🏠 - YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`. - [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. - [hanselhansel/aeo-cli](https://github.com/hanselhansel/aeo-cli) 🐍 🏠 - Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring. - [Aas-ee/open-webSearch](https://github.com/Aas-ee/open-webSearch) 🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. From 5649982a5462e6fdc85bfaf886040837871d6088 Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 22:27:46 +0900 Subject: [PATCH 170/214] Add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4e072802..f0d07b50 100644 --- a/README.md +++ b/README.md @@ -1090,7 +1090,7 @@ MCP servers for learning management systems (LMS) and educational tools. MCP servers for e-commerce platforms and online store management. -- [mrslbt/rakuten-mcp](https://github.com/mrslbt/rakuten-mcp) 📇 ☁️ - Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via `npx rakuten-mcp`. +- [mrslbt/rakuten-mcp](https://github.com/mrslbt/rakuten-mcp) [![mrslbt/rakuten-mcp MCP server](https://glama.ai/mcp/servers/mrslbt/rakuten-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mrslbt/rakuten-mcp) 📇 ☁️ - Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via `npx rakuten-mcp`. - [laundromatic/shopgraph](https://github.com/laundromatic/shopgraph) [![laundromatic/shopgraph MCP server](https://glama.ai/mcp/servers/laundromatic/shopgraph/badges/score.svg)](https://glama.ai/mcp/servers/laundromatic/shopgraph) 📇 ☁️ - Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev) - [lofder/dsers-mcp-product](https://github.com/lofder/dsers-mcp-product) [![dsers-mcp-product MCP server](https://glama.ai/mcp/servers/lofder/dsers-mcp-product/badges/score.svg)](https://glama.ai/mcp/servers/lofder/dsers-mcp-product) 📇 ☁️ - Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push with a single command. - [OFODevelopment/cerebrochain-mcp-server](https://github.com/OFODevelopment/cerebrochain-mcp-server) [![OFODevelopment/cerebrochain-mcp-server MCP server](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/OFODevelopment/cerebrochain-mcp-server) 📇 ☁️ - Supply chain & logistics intelligence — rate shopping across 85+ carriers, inventory management, order tracking, fleet logistics, and AI-powered demand forecasting. 20 tools and 3 resources for warehouse and supply chain operations. From daf08153b38dc994459737f1c9fc48e9428dd819 Mon Sep 17 00:00:00 2001 From: mrslbt Date: Tue, 14 Apr 2026 22:28:06 +0900 Subject: [PATCH 171/214] Add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bed12475..70ae435e 100644 --- a/README.md +++ b/README.md @@ -1137,7 +1137,7 @@ Provides direct access to local file systems with configurable permissions. Enab ### 💰 Finance & Fintech -- [mrslbt/xendit-mcp](https://github.com/mrslbt/xendit-mcp) 📇 ☁️ - Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance checks, and bank transfers across Indonesia, Philippines, Thailand, Vietnam, and Malaysia. Install via `npx xendit-mcp`. +- [mrslbt/xendit-mcp](https://github.com/mrslbt/xendit-mcp) [![mrslbt/xendit-mcp MCP server](https://glama.ai/mcp/servers/mrslbt/xendit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mrslbt/xendit-mcp) 📇 ☁️ - Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance checks, and bank transfers across Indonesia, Philippines, Thailand, Vietnam, and Malaysia. Install via `npx xendit-mcp`. - [@asterpay/mcp-server](https://github.com/timolein74/asterpay-mcp-server) [![asterpay-mcp-server MCP server](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server) 📇 ☁️ - EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics — pay-per-call in USDC on Base. SEPA Instant EUR off-ramp. - [@frihet/mcp-server](https://github.com/Frihet-io/frihet-mcp) [![frihet-mcp MCP server](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp) 📇 ☁️ - AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline. - [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals. From 4208c1d8310fca29eb1c9de577606130336fda7c Mon Sep 17 00:00:00 2001 From: mvtandas Date: Tue, 14 Apr 2026 17:00:13 +0300 Subject: [PATCH 172/214] Add Glama score badge for wp-cli-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index af8f1b39..07a4f55d 100644 --- a/README.md +++ b/README.md @@ -722,7 +722,7 @@ Tools and integrations that enhance the development workflow and environment man - [LWTlong/ai-dev-analytics](https://github.com/LWTlong/ai-dev-analytics) [![glama.ai](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics/badges/score.svg)](https://glama.ai/mcp/servers/LWTlong/ai-dev-analytics) 📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules. - [3KniGHtcZ/codebeamer-mcp](https://github.com/3KniGHtcZ/codebeamer-mcp) [![codebeamer-mcp MCP server](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. -- [mvtandas/wp-cli-mcp](https://github.com/mvtandas/wp-cli-mcp) 📇 🏠 - Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers. +- [mvtandas/wp-cli-mcp](https://github.com/mvtandas/wp-cli-mcp) [![mvtandas/wp-cli-mcp MCP server](https://glama.ai/mcp/servers/mvtandas/wp-cli-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mvtandas/wp-cli-mcp) 📇 🏠 - Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers. - [a-25/ios-mcp-code-quality-server](https://github.com/a-25/ios-mcp-code-quality-server) 📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration. - [raye-deng/open-code-review](https://github.com/raye-deng/open-code-review) [![Open Code Review MCP](https://glama.ai/mcp/servers/@raye-deng/open-code-review/badges/score.svg)](https://glama.ai/mcp/servers/raye-deng/open-code-review) 🏠 📇 ☁️ - AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI + CI/CD integration. - [AaronVick/ECHO_RIFT_MCP](https://github.com/AaronVick/ECHO_RIFT_MCP) 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer. From 8d8c1d888b54d9c87eb2c47e101cafba38a45d39 Mon Sep 17 00:00:00 2001 From: Nameet Potnis Date: Tue, 14 Apr 2026 19:33:27 +0530 Subject: [PATCH 173/214] Add NameetP/pdfmux to Search & Data Extraction pdfmux is an open-source (MIT) PDF extraction router with a built-in MCP server. Differentiator from existing PDF MCPs (MinerU, etc.): instead of a single extractor, it classifies each page and routes to the best backend (PyMuPDF / Docling / OCR / optional LLM), then verifies output with per-page confidence scoring to prevent silent extraction failures in RAG pipelines. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2512cc39..5304a895 100644 --- a/README.md +++ b/README.md @@ -1839,6 +1839,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent - [olostep/olostep-mcp-server](https://github.com/olostep/olostep-mcp-server) 📇 ☁️ - API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling. - [opendatalab/MinerU-Ecosystem](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp) [![opendatalab/MinerU-Ecosystem MCP server](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem/badges/score.svg)](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem) 🎖️ 🐍 🏠 ☁️ - Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits. +- [NameetP/pdfmux](https://github.com/NameetP/pdfmux) 🐍 🏠 - PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed. - [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI - [FayAndXan/spectrawl](https://github.com/FayAndXan/spectrawl) [![spectrawl MCP server](https://glama.ai/mcp/servers/FayAndXan/spectrawl/badges/score.svg)](https://glama.ai/mcp/servers/FayAndXan/spectrawl) 📇 🏠 - Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search. - [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP From 854075d793c738044fd66b94f41b90c0a34a670c Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 08:24:34 -0600 Subject: [PATCH 174/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2512cc39..8559c744 100644 --- a/README.md +++ b/README.md @@ -1931,7 +1931,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [knowledgepa3/gia-mcp-server](https://github.com/knowledgepa3/gia-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Enterprise AI governance layer with 29 tools: MAI decision classification (Mandatory/Advisory/Informational), hash-chained forensic audit trails, human-in-the-loop gates, compliance mapping (NIST AI RMF, EU AI Act, ISO 42001), governed memory packs, and site reliability tools. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. -- [goklab/guardvibe](https://github.com/goklab/guardvibe) [![MCP Server](https://glama.ai/mcp/servers/goklab/guardvibe/badge)](https://glama.ai/mcp/servers/goklab/guardvibe) 📇 🏠 🍎 🪟 🐧 - Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally. +- [goklab/guardvibe](https://github.com/goklab/guardvibe) 📇 🏠 🍎 🪟 🐧 - Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally. - [goldmembrane/cleaner-code](https://github.com/goldmembrane/cleaner-code) [![cleaner-code MCP server](https://glama.ai/mcp/servers/goldmembrane/cleaner-code/badges/score.svg)](https://glama.ai/mcp/servers/goldmembrane/cleaner-code) 📇 🏠 🍎 🪟 🐧 - AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. From 571a97237691142b1d5eafdfe3dc6ffe7024559b Mon Sep 17 00:00:00 2001 From: Maxim Naumov Date: Tue, 14 Apr 2026 17:31:45 +0300 Subject: [PATCH 175/214] Add Glama score badge for heor-agent-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9273c9af..660c40ca 100644 --- a/README.md +++ b/README.md @@ -265,7 +265,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library. - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. -- [neptun2000/heor-agent-mcp](https://github.com/neptun2000/heor-agent-mcp) 📇 ☁️ - HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources (PubMed, NICE, CADTH, ICER, etc.), cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for pharmaceutical and biotech teams. +- [neptun2000/heor-agent-mcp](https://github.com/neptun2000/heor-agent-mcp) [![heor-agent-mcp MCP server](https://glama.ai/mcp/servers/neptun2000/heor-agent-mcp/badges/score.svg)](https://glama.ai/mcp/servers/neptun2000/heor-agent-mcp) 📇 ☁️ - HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources (PubMed, NICE, CADTH, ICER, etc.), cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for pharmaceutical and biotech teams. - [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability. - [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included. - [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language. From 15e2c49d457360ae7f4b6770a655a0f6a9499210 Mon Sep 17 00:00:00 2001 From: Arian Gogani Date: Sat, 11 Apr 2026 07:59:20 -0700 Subject: [PATCH 176/214] Add Nobulex MCP Compliance Server to Security section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6a338ddd..c2361529 100644 --- a/README.md +++ b/README.md @@ -1893,6 +1893,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [Acacian/aegis](https://github.com/Acacian/aegis) [![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. - [agentgraph-co/agentgraph](https://github.com/agentgraph-co/agentgraph) [![agentgraph-co/agentgraph MCP server](https://glama.ai/mcp/servers/agentgraph-co/agentgraph/badges/score.svg)](https://glama.ai/mcp/servers/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. +- [arian-gogani/nobulex](https://github.com/arian-gogani/nobulex) [![nobulex-mcp-server MCP server](https://glama.ai/mcp/servers/arian-gogani/nobulex/badges/score.svg)](https://glama.ai/mcp/servers/arian-gogani/nobulex) 📇 🏠 🍎 🪟 🐧 - Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get SHA-256 hash-chained tamper-evident audit logs, and verify compliance independently. Cross-agent verification handshake — no proof, no transaction. MIT licensed, 4,244 tests. - [agentward-ai/agentward](https://github.com/agentward-ai/agentward) [![agent-ward MCP server](https://glama.ai/mcp/servers/agentward-ai/agent-ward/badges/score.svg)](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. - [vinaybhosle/agentstamp](https://github.com/vinaybhosle/agentstamp) [![vinaybhosle/agentstamp MCP server](https://glama.ai/mcp/servers/vinaybhosle/agentstamp/badges/score.svg)](https://glama.ai/mcp/servers/vinaybhosle/agentstamp) 📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments. From be3335a274a014d375e6d8f229ea4cf1c99d8c6a Mon Sep 17 00:00:00 2001 From: Matt Reider Date: Tue, 14 Apr 2026 17:28:08 +0200 Subject: [PATCH 177/214] Update better-bear listing to KuvopLLC org --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6a338ddd..276da40e 100644 --- a/README.md +++ b/README.md @@ -2153,7 +2153,7 @@ Interact with Git repositories and version control platforms. Enables repository - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. -- [mreider/better-bear](https://github.com/mreider/better-bear/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/mreider/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/mreider/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. +- [KuvopLLC/better-bear](https://github.com/KuvopLLC/better-bear/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/KuvopLLC/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/KuvopLLC/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. From 815efc94bcf6af416d2f7730726044b9a36cbc03 Mon Sep 17 00:00:00 2001 From: benmonopoli Date: Wed, 15 Apr 2026 00:58:55 +0900 Subject: [PATCH 178/214] Add Glama score badge to Greenhouse MCP entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b2a3310b..84c28b1b 100644 --- a/README.md +++ b/README.md @@ -2100,7 +2100,7 @@ Interact with Git repositories and version control platforms. Enables repository - [6figr-com/jobgpt-mcp-server](https://github.com/6figr-com/jobgpt-mcp-server) [![job-gpt-mcp-server MCP server](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for [JobGPT](https://6figr.com/jobgpt) — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach. - [backloghq/backlog](https://github.com/backloghq/backlog) [![backloghq/backlog MCP server](https://glama.ai/mcp/servers/backloghq/backlog/badges/score.svg)](https://glama.ai/mcp/servers/backloghq/backlog) 📇 🏠 🍎 🪟 🐧 - Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project isolation. - [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity. -- [benmonopoli/open-greenhouse-mcp](https://github.com/benmonopoli/open-greenhouse-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Production-ready MCP server for [Greenhouse](https://www.greenhouse.com) ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations. +- [benmonopoli/open-greenhouse-mcp](https://github.com/benmonopoli/open-greenhouse-mcp) [![benmonopoli/open-greenhouse-mcp MCP server](https://glama.ai/mcp/servers/benmonopoli/open-greenhouse-mcp/badges/score.svg)](https://glama.ai/mcp/servers/benmonopoli/open-greenhouse-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Production-ready MCP server for [Greenhouse](https://www.greenhouse.com) ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations. - [bobbyrgoldsmith/quarterback](https://github.com/bobbyrgoldsmith/quarterback) 🐍 🏠 🍎 🐧 - Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document analysis, agent dispatch with autonomy levels, HMAC webhooks, time-aware planning, and CI/CD integration. Standalone CLI + MCP server. - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. - [ByAxe/keynote-mcp](https://github.com/ByAxe/keynote-mcp) [![ByAxe/keynote-mcp MCP server](https://glama.ai/mcp/servers/ByAxe/keynote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) 🐍 🏠 🍎 - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds. From dd9fbbc9b4a90f5444d94b9fba0148deb4655ce0 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 10:42:19 -0600 Subject: [PATCH 179/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 84e1e8a5..a821f9b2 100644 --- a/README.md +++ b/README.md @@ -1794,7 +1794,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) 🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key) -- [KyuRish/fiverr-mcp-server](https://github.com/KyuRish/fiverr-mcp-server) 🐍 ☁️ - Search Fiverr gigs, view seller profiles, compare pricing packages, and read reviews. No API key required. +- [KyuRish/fiverr-mcp-server](https://github.com/KyuRish/fiverr-mcp-server) [![KyuRish/fiverr-mcp-server MCP server](https://glama.ai/mcp/servers/KyuRish/fiverr-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/KyuRish/fiverr-mcp-server) 🐍 ☁️ - Search Fiverr gigs, view seller profiles, compare pricing packages, and read reviews. No API key required. - [format37/youtube_mcp](https://github.com/format37/youtube_mcp) 🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos. - [wd041216-bit/free-web-search-ultimate](https://github.com/wd041216-bit/free-web-search-ultimate) 🐍 🏠 [![wd041216-bit/free-web-search-ultimate MCP server](https://glama.ai/mcp/servers/wd041216-bit/free-web-search-ultimate/badges/score.svg)](https://glama.ai/mcp/servers/wd041216-bit/free-web-search-ultimate) - Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required. - [gemy411/multi-research-agents](https://github.com/gemy411/multi-agents-research) ☁️ - a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case. From 6ac597fb27ffe136f616ab5554d661ad36f29301 Mon Sep 17 00:00:00 2001 From: juanatsap Date: Tue, 14 Apr 2026 18:37:13 +0100 Subject: [PATCH 180/214] Add Glama badge to immich-photo-manager entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 700696ca..5e4f1b36 100644 --- a/README.md +++ b/README.md @@ -1641,7 +1641,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language -- [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands. +- [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) [![immich-photo-manager MCP server](https://glama.ai/mcp/servers/drolosoft/immich-photo-manager/badges/score.svg)](https://glama.ai/mcp/servers/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands. - [quietnotion/barevalue-mcp](https://github.com/quietnotion/barevalue-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation. - [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. - [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. From 694203f311fe8b9eafe72015bba5842514b7133e Mon Sep 17 00:00:00 2001 From: drumst0ck Date: Tue, 14 Apr 2026 19:27:48 +0200 Subject: [PATCH 181/214] Add UploadKit MCP server to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9452ad13..917fa1a0 100644 --- a/README.md +++ b/README.md @@ -1020,6 +1020,7 @@ Tools and integrations that enhance the development workflow and environment man - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines - [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing - [ztuskes/garmin-documentation-mcp-server](https://github.com/ztuskes/garmin-documentation-mcp-server) 📇 🏠 – Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples +- [drumst0ck/uploadkit](https://github.com/drumst0ck/uploadkit) 🎖️ 📇 🏠 🍎 🪟 🐧 – Official MCP server for [UploadKit](https://uploadkit.dev). Gives AI assistants first-class knowledge of 40+ React upload components, Next.js route handler scaffolds, BYOS setup (S3/R2/GCS/B2), and full-text search across 88+ docs pages. Runs locally via `npx -y @uploadkitdev/mcp`. ### 🔒 Delivery From 2beebddd69775fea8e535c9191cf42c12ee74885 Mon Sep 17 00:00:00 2001 From: drumst0ck Date: Tue, 14 Apr 2026 20:44:49 +0200 Subject: [PATCH 182/214] Add Glama score badge for drumst0ck/uploadkit MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Per maintainer review on PR #4838 — server is live on Glama and passes introspection checks. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 917fa1a0..3fca7024 100644 --- a/README.md +++ b/README.md @@ -1020,7 +1020,7 @@ Tools and integrations that enhance the development workflow and environment man - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines - [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing - [ztuskes/garmin-documentation-mcp-server](https://github.com/ztuskes/garmin-documentation-mcp-server) 📇 🏠 – Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples -- [drumst0ck/uploadkit](https://github.com/drumst0ck/uploadkit) 🎖️ 📇 🏠 🍎 🪟 🐧 – Official MCP server for [UploadKit](https://uploadkit.dev). Gives AI assistants first-class knowledge of 40+ React upload components, Next.js route handler scaffolds, BYOS setup (S3/R2/GCS/B2), and full-text search across 88+ docs pages. Runs locally via `npx -y @uploadkitdev/mcp`. +- [drumst0ck/uploadkit](https://github.com/drumst0ck/uploadkit) [![drumst0ck/uploadkit MCP server](https://glama.ai/mcp/servers/drumst0ck/uploadkit/badges/score.svg)](https://glama.ai/mcp/servers/drumst0ck/uploadkit) 🎖️ 📇 🏠 🍎 🪟 🐧 – Official MCP server for [UploadKit](https://uploadkit.dev). Gives AI assistants first-class knowledge of 40+ React upload components, Next.js route handler scaffolds, BYOS setup (S3/R2/GCS/B2), and full-text search across 88+ docs pages. Runs locally via `npx -y @uploadkitdev/mcp`. ### 🔒 Delivery From 42134306d04b1d3f04b422d3b6a4dab0a8718348 Mon Sep 17 00:00:00 2001 From: rikarazome Date: Wed, 15 Apr 2026 04:15:39 +0900 Subject: [PATCH 183/214] Add rikarazome/prolog-reasoner to Code Execution --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9452ad13..954c2022 100644 --- a/README.md +++ b/README.md @@ -416,6 +416,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g. - [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #️⃣ ☁️ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body. - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls - [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions. +- [rikarazome/prolog-reasoner](https://github.com/rikarazome/prolog-reasoner) 🐍 🏠 🍎 🪟 🐧 - SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems. - [Sowiedu/Edict](https://github.com/Sowiedu/Edict) [![Sowiedu/Edict MCP server](https://glama.ai/mcp/servers/sowiedu/edict/badges/score.svg)](https://glama.ai/mcp/servers/sowiedu/edict) 📇 🏠 – Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop. - [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages From 23953243d4c312461298e5cf8c744134092696b9 Mon Sep 17 00:00:00 2001 From: peterbeck111 Date: Tue, 14 Apr 2026 21:27:47 +0200 Subject: [PATCH 184/214] Add knowledgelib-io to Knowledge & Memory MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit AI Knowledge Library — pre-verified, cited knowledge units for AI agents. - **1,500+ units** across 16 domains - **6 tools**: query_knowledge, batch_query, get_unit, list_domains, suggest_question, report_issue - **Transport**: stdio (npm `knowledgelib-mcp`) + Streamable HTTP (`https://knowledgelib.io/mcp`) - **Glama score**: A A A - **Free tier**: No API key required - **License**: MIT (server) / CC BY-SA 4.0 (content) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9b9a91fa..17dadb4b 100644 --- a/README.md +++ b/README.md @@ -232,7 +232,6 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya - [peek-travel/mcp-intro](https://github.com/peek-travel/mcp-intro) ☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation - [doctorm333/promptpilot-mcp-server](https://github.com/doctorm333/promptpilot-mcp-server) [![doctorm333/promptpilot-mcp-server MCP server](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/doctorm333/promptpilot-mcp-server) 📇 ☁️ - Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen 4, Grok, Seedance, ElevenLabs). Prompt builder with styles, lighting, camera, mood presets. Batch generation support. -- [rxolve/artscii](https://github.com/rxolve/artscii) [![rxolve/artscii MCP server](https://glama.ai/mcp/servers/rxolve/artscii/badges/score.svg)](https://glama.ai/mcp/servers/rxolve/artscii) 📇 🏠 🍎 🪟 🐧 - ASCII art & kaomoji search for AI agents. 58 built-in arts in optimized size tiers, 90 kaomoji, FIGlet banners, and image-to-ASCII conversion. `npx artscii` - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945) - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop @@ -1525,6 +1524,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents. - [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding. - [penfieldlabs/penfield-mcp](https://github.com/penfieldlabs/penfield-mcp) [![penfield-mcp MCP server](https://glama.ai/mcp/servers/penfieldlabs/penfield-mcp/badges/score.svg)](https://glama.ai/mcp/servers/penfieldlabs/penfield-mcp) 🐍 ☁️ - - 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client. +- [peterbeck111/knowledgelib-io](https://github.com/peterbeck111/knowledgelib-io) [![peterbeck111/knowledgelib-io MCP server](https://glama.ai/mcp/servers/peterbeck111/knowledgelib-io/badges/score.svg)](https://glama.ai/mcp/servers/peterbeck111/knowledgelib-io) 📇 ☁️ - Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: query, batch query, get unit, list domains, suggest topics, report issues. Confidence scores, source provenance, and freshness tracking. Free, no API key required. - [pfillion42/memviz](https://github.com/pfillion42/memviz) 📇 🏠 🍎 🪟 🐧 - Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph. - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine. - [pomazanbohdan/memory-mcp-1file](https://github.com/pomazanbohdan/memory-mcp-1file) 🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents. From deb3e2c5bdce774ee4b1af7eb87a0daf1b4a0a52 Mon Sep 17 00:00:00 2001 From: rikarazome Date: Wed, 15 Apr 2026 05:02:30 +0900 Subject: [PATCH 185/214] Add Glama score badge to prolog-reasoner entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 954c2022..4b66810a 100644 --- a/README.md +++ b/README.md @@ -416,7 +416,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g. - [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #️⃣ ☁️ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body. - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls - [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions. -- [rikarazome/prolog-reasoner](https://github.com/rikarazome/prolog-reasoner) 🐍 🏠 🍎 🪟 🐧 - SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems. +- [rikarazome/prolog-reasoner](https://github.com/rikarazome/prolog-reasoner) [![rikarazome/prolog-reasoner MCP server](https://glama.ai/mcp/servers/rikarazome/prolog-reasoner/badges/score.svg)](https://glama.ai/mcp/servers/rikarazome/prolog-reasoner) 🐍 🏠 🍎 🪟 🐧 - SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems. - [Sowiedu/Edict](https://github.com/Sowiedu/Edict) [![Sowiedu/Edict MCP server](https://glama.ai/mcp/servers/sowiedu/edict/badges/score.svg)](https://glama.ai/mcp/servers/sowiedu/edict) 📇 🏠 – Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop. - [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages From 1d5c03a4f58b7679e15f1b1dd760b76760a21e05 Mon Sep 17 00:00:00 2001 From: Matt Reider Date: Tue, 14 Apr 2026 22:15:06 +0200 Subject: [PATCH 186/214] Add Purroxy browser automation MCP server Co-Authored-By: Claude Opus 4.6 (1M context) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b17f8c7a..4ca73490 100644 --- a/README.md +++ b/README.md @@ -317,6 +317,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [Pantheon-Security/chrome-mcp-secure](https://github.com/Pantheon-Security/chrome-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins. - [PhungXuanAnh/selenium-mcp-server](https://github.com/PhungXuanAnh/selenium-mcp-server) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver - [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required. +- [KuvopLLC/purroxy2](https://github.com/KuvopLLC/purroxy2) [![purroxy MCP server](https://glama.ai/mcp/servers/KuvopLLC/purroxy2/badges/score.svg)](https://glama.ai/mcp/servers/KuvopLLC/purroxy2) 📇 🏠 🍎 🪟 🐧 - Record what you do on any website and securely automate it forever. Replays browser actions in headless Playwright with encrypted credentials and AI-powered selector healing. - [realwigu/mcp-doctor](https://github.com/realwigu/mcp-doctor) [![realwigu/mcp-doctor MCP server](https://glama.ai/mcp/servers/realwigu/mcp-doctor/badges/score.svg)](https://glama.ai/mcp/servers/realwigu/mcp-doctor) 📇 🏠 🍎 🪟 🐧 - Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, Cursor, VS Code, Windsurf, and Claude Desktop, then tests connections via JSON-RPC handshake, audits security issues, and benchmarks latency. Also runs as an MCP server itself. - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) 🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens. From ac6fb983c36034fc9c12d56327bdc53a22b97ce4 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 15:51:48 -0600 Subject: [PATCH 187/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ab92619c..f5c6005d 100644 --- a/README.md +++ b/README.md @@ -709,7 +709,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation. - [meal-inc/bonnard-cli](https://github.com/meal-inc/bonnard-cli) 📇 ☁️ - Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water. -- [mbrummerstedt/powerbi-analyst-mcp](https://github.com/mbrummerstedt/powerbi-analyst-mcp) [glama](https://glama.ai/mcp/servers/mbrummerstedt/powerbi-analyst-mcp) 🐍 ☁️ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV. +- [mbrummerstedt/powerbi-analyst-mcp](https://github.com/mbrummerstedt/powerbi-analyst-mcp) [![mbrummerstedt/powerbi-analyst-mcp MCP server](https://glama.ai/mcp/servers/mbrummerstedt/powerbi-analyst-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mbrummerstedt/powerbi-analyst-mcp) 🐍 ☁️ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV. - [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents - [Osseni94/oyemi-mcp](https://github.com/Osseni94/oyemi-mcp) 🐍 🏠 - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies. - [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM. From ab825f98073b6a0981ba48476cf1ef4032d4ac01 Mon Sep 17 00:00:00 2001 From: cdeust Date: Tue, 14 Apr 2026 23:58:11 +0200 Subject: [PATCH 188/214] Add Cortex to Knowledge & Memory Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). PostgreSQL + pgvector, thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f5c6005d..4df9c369 100644 --- a/README.md +++ b/README.md @@ -1454,6 +1454,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. - [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API. +- [cdeust/Cortex](https://github.com/cdeust/Cortex) 🐍 🏠 🍎 - Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex` - [cg3-llc/prior_mcp](https://github.com/cg3-llc/prior_mcp) [![cg3-llc/prior_mcp MCP server](https://glama.ai/mcp/servers/cg3-llc/prior_mcp/badges/score.svg)](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io) - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. From e71f309fd61ef4e005cf26c15087a7eabd8c012f Mon Sep 17 00:00:00 2001 From: zk-xyz Date: Tue, 14 Apr 2026 15:28:21 -0700 Subject: [PATCH 189/214] Add Brand-System/brandsystem-mcp to Marketing --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 62208650..24c3dd9d 100644 --- a/README.md +++ b/README.md @@ -1622,6 +1622,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow. - [alexey-pelykh/lhremote](https://github.com/alexey-pelykh/lhremote) 📇 🏠 - Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol. - [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement. +- [Brand-System/brandsystem-mcp](https://github.com/Brand-System/brandsystem-mcp) 📇 🏠 🍎 🪟 🐧 - Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync. - [BRNDMK/brandomica-mcp-server](https://github.com/BRNDMK/brandomica-mcp-server) [![brandomica-mcp-server MCP server](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server) 📇 ☁️ - Brand name verification across domains (with pricing), social handles, trademarks (USPTO), web presence, app stores, and SaaS channels. Safety scoring, linguistic/phonetic screening, and filing readiness. - [Citedy/citedy-seo-agent](https://github.com/Citedy/citedy-seo-agent) [![citedy-seo-agent MCP server](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent/badges/score.svg)](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent) 📇 ☁️ - Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analyze competitors, find content gaps, generate SEO articles in 55 languages with AI illustrations and voice-over, create social adaptations for 9 platforms, generate AI avatar videos with subtitles, ingest any URL (YouTube, PDF, audio), create lead magnets, and run content autopilot. - [competlab/competlab-mcp-server](https://github.com/competlab/competlab-mcp-server) [![competlab-mcp-server MCP server](https://glama.ai/mcp/servers/competlab/competlab-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/competlab/competlab-mcp-server) 📇 ☁️ - Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand. From 6bc6019d02cd25aa33b43a71fa7462b9c8fe4d76 Mon Sep 17 00:00:00 2001 From: Mario Gutierrez Date: Tue, 14 Apr 2026 18:10:09 -0500 Subject: [PATCH 190/214] Add Celiums Memory MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a5dda07e..d0aba3b5 100644 --- a/README.md +++ b/README.md @@ -1456,6 +1456,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. - [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API. +- [celiums/celiums-memory](https://github.com/terrizoaguimor/celiums-memory) 📇 🏠 ☁️ 🍎 🪟 🐧 - Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io) - [cg3-llc/prior_mcp](https://github.com/cg3-llc/prior_mcp) [![cg3-llc/prior_mcp MCP server](https://glama.ai/mcp/servers/cg3-llc/prior_mcp/badges/score.svg)](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io) - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. From 436a2760e1baa13087d1a7de64be662bac06db53 Mon Sep 17 00:00:00 2001 From: 0x-devc Date: Wed, 15 Apr 2026 00:18:24 +0100 Subject: [PATCH 191/214] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f83268d8..cedbdbdd 100644 --- a/README.md +++ b/README.md @@ -1198,7 +1198,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Mattbusel/Reddit-Options-Trader-ROT-](https://github.com/Mattbusel/Reddit-Options-Trader-ROT-) 🐍 ☁️ - The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required. - [mbrassey/solentic](https://github.com/mbrassey/solentic) [![solentic MCP server](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic/badges/score.svg)](https://glama.ai/mcp/servers/@blueprint-infrastructure/solentic) 📇 ☁️ - Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned transactions only, ~6% APY via Blueprint validator. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. -- [MeshLedger/MeshLedger](https://github.com/MeshLedger/MeshLedger) [![MeshLedger/MeshLedger MCP server](https://glama.ai/mcp/servers/MeshLedger/MeshLedger/badges/score.svg)](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) 🟡 ☁️ - AI-to-AI marketplace with on-chain escrow +- [MeshLedger/MeshLedger](https://github.com/MeshLedger/MeshLedger) [![MeshLedger/MeshLedger MCP server](https://glama.ai/mcp/servers/MeshLedger/MeshLedger/badges/score.svg)](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) 📇 ☁️ - AI-to-AI marketplace with on-chain escrow - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. - [mission69b/t2000](https://github.com/mission69b/t2000) [![mission69b/t2000 MCP server](https://glama.ai/mcp/servers/mission69b/t2000/badges/score.svg)](https://glama.ai/mcp/servers/mission69b/t2000) 📇 ☁️ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus. From b46476bbd3c8b134d15e4712464cffad04622dc1 Mon Sep 17 00:00:00 2001 From: Dan425953 Date: Tue, 14 Apr 2026 16:24:35 -0700 Subject: [PATCH 192/214] Add Glama score badge to Rendex entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 91ba5347..b496f1f1 100644 --- a/README.md +++ b/README.md @@ -322,7 +322,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [![snaprender-mcp MCP server](https://glama.ai/mcp/servers/@User0856/snaprender-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) 📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. -- [copperline-labs/rendex-mcp](https://github.com/copperline-labs/rendex-mcp) 📇 ☁️ - Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included. +- [copperline-labs/rendex-mcp](https://github.com/copperline-labs/rendex-mcp) [![rendex-mcp MCP server](https://glama.ai/mcp/servers/copperline-labs/rendex-mcp/badges/score.svg)](https://glama.ai/mcp/servers/copperline-labs/rendex-mcp) 📇 ☁️ - Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included. - [webdriverio/mcp](https://github.com/webdriverio/mcp) [![mcp MCP server](https://glama.ai/mcp/servers/webdriverio/mcp/badges/score.svg)](https://glama.ai/mcp/servers/webdriverio/mcp) 📇 🏠 - Browser and mobile app automation using WebdriverIO, enabling AI agents to control browsers, interact with web elements, and automate native Android and iOS apps via the WebDriver and Appium protocols. - [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. - [PrinceGabriel-lgtm/freshcontext-mcp](https://github.com/PrinceGabriel-lgtm/freshcontext-mcp) [![freshcontext-mcp MCP server](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@PrinceGabriel-lgtm/freshcontext-mcp) ☁️ 🏠 - Real-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how old it is. From 67083f47c666fe6316d2a77a0f948ecf9acd8af5 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 17:32:57 -0600 Subject: [PATCH 193/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9a9744c7..0495b8ff 100644 --- a/README.md +++ b/README.md @@ -1624,7 +1624,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow. - [alexey-pelykh/lhremote](https://github.com/alexey-pelykh/lhremote) 📇 🏠 - Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol. - [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement. -- [Brand-System/brandsystem-mcp](https://github.com/Brand-System/brandsystem-mcp) 📇 🏠 🍎 🪟 🐧 - Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync. +- [Brand-System/brandsystem-mcp](https://github.com/Brand-System/brandsystem-mcp) [![Brand-System/brandsystem-mcp MCP server](https://glama.ai/mcp/servers/Brand-System/brandsystem-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Brand-System/brandsystem-mcp) 📇 🏠 🍎 🪟 🐧 - Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync. - [BRNDMK/brandomica-mcp-server](https://github.com/BRNDMK/brandomica-mcp-server) [![brandomica-mcp-server MCP server](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/BRNDMK/brandomica-mcp-server) 📇 ☁️ - Brand name verification across domains (with pricing), social handles, trademarks (USPTO), web presence, app stores, and SaaS channels. Safety scoring, linguistic/phonetic screening, and filing readiness. - [Citedy/citedy-seo-agent](https://github.com/Citedy/citedy-seo-agent) [![citedy-seo-agent MCP server](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent/badges/score.svg)](https://glama.ai/mcp/servers/@Citedy/citedy-seo-agent) 📇 ☁️ - Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analyze competitors, find content gaps, generate SEO articles in 55 languages with AI illustrations and voice-over, create social adaptations for 9 platforms, generate AI avatar videos with subtitles, ingest any URL (YouTube, PDF, audio), create lead magnets, and run content autopilot. - [competlab/competlab-mcp-server](https://github.com/competlab/competlab-mcp-server) [![competlab-mcp-server MCP server](https://glama.ai/mcp/servers/competlab/competlab-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/competlab/competlab-mcp-server) 📇 ☁️ - Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand. From aadd64fb8f75867f31730abe70a232b21d05585b Mon Sep 17 00:00:00 2001 From: cdeust Date: Wed, 15 Apr 2026 01:56:17 +0200 Subject: [PATCH 194/214] Add Glama badge to Cortex entry MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Per maintainer request on PR #4851 — Cortex is registered on Glama (https://glama.ai/mcp/servers/cdeust/Cortex, id bv13rpnj45) with license grade set. Adding the badge inline as requested. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9497df95..a8941244 100644 --- a/README.md +++ b/README.md @@ -1458,7 +1458,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. - [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API. -- [cdeust/Cortex](https://github.com/cdeust/Cortex) 🐍 🏠 🍎 - Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex` +- [cdeust/Cortex](https://github.com/cdeust/Cortex) [![badge](https://glama.ai/mcp/servers/cdeust/Cortex/badge)](https://glama.ai/mcp/servers/cdeust/Cortex) 🐍 🏠 🍎 - Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex` - [cg3-llc/prior_mcp](https://github.com/cg3-llc/prior_mcp) [![cg3-llc/prior_mcp MCP server](https://glama.ai/mcp/servers/cg3-llc/prior_mcp/badges/score.svg)](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io) - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. From ee8afa62d1637930fe15d006da2869bd617b22d8 Mon Sep 17 00:00:00 2001 From: Mario Gutierrez Date: Tue, 14 Apr 2026 19:07:03 -0500 Subject: [PATCH 195/214] Add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d0aba3b5..6b79e41d 100644 --- a/README.md +++ b/README.md @@ -1456,7 +1456,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. - [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API. -- [celiums/celiums-memory](https://github.com/terrizoaguimor/celiums-memory) 📇 🏠 ☁️ 🍎 🪟 🐧 - Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io) +- [celiums/celiums-memory](https://github.com/terrizoaguimor/celiums-memory) [![celiums-memory MCP server](https://glama.ai/mcp/servers/terrizoaguimor/celiums-memory/badges/score.svg)](https://glama.ai/mcp/servers/terrizoaguimor/celiums-memory) 📇 🏠 ☁️ 🍎 🪟 🐧 - Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io) - [cg3-llc/prior_mcp](https://github.com/cg3-llc/prior_mcp) [![cg3-llc/prior_mcp MCP server](https://glama.ai/mcp/servers/cg3-llc/prior_mcp/badges/score.svg)](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io) - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. From fb2c88c7f075ebbceba1a4514038035b2bd830c6 Mon Sep 17 00:00:00 2001 From: xjtlu Date: Wed, 15 Apr 2026 09:16:09 +0800 Subject: [PATCH 196/214] fix: change entry name to XJTLUmedia/Context-First-MCP to match GitHub URL --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6e2fbf75..4a482dc9 100644 --- a/README.md +++ b/README.md @@ -1441,7 +1441,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation - [ChrisGVE/workspace-qdrant-mcp](https://github.com/ChrisGVE/workspace-qdrant-mcp) [![workspace-qdrant-mcp MCP server](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) 🦀 📇 🏠 🍎 🪟 🐧 - Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. **Alpha** — testers and feedback welcome. -- [context-first-mcp](https://github.com/XJTLUmedia/Context-First-MCP) 📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp` +- [XJTLUmedia/Context-First-MCP](https://github.com/XJTLUmedia/Context-First-MCP) 📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp` - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [conversation-handoff-mcp](https://github.com/trust-delta/conversation-handoff-mcp) 📇 🏠 - Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter. - [cryptosquanch/legends-mcp](https://github.com/cryptosquanch/legends-mcp) 📇 🏠 🍎 🪟 🐧 - Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required. From a0a6a84717c292ac1c0811b7abf16a201dc7cdc2 Mon Sep 17 00:00:00 2001 From: xjtlu Date: Wed, 15 Apr 2026 09:29:13 +0800 Subject: [PATCH 197/214] Add XJTLUmedia/AI-HR-Management-Toolkit to Workplace & Productivity --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ba469cd..3f61fe29 100644 --- a/README.md +++ b/README.md @@ -2137,6 +2137,7 @@ Interact with Git repositories and version control platforms. Enables repository - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events +- [XJTLUmedia/AI-HR-Management-Toolkit](https://github.com/XJTLUmedia/AI-HR-Management-Toolkit) [![AI HR Management Toolkit MCP server](https://glama.ai/mcp/servers/mcp-ai-hr-management-toolkit/badge)](https://glama.ai/mcp/servers/mcp-ai-hr-management-toolkit) 📇 🏠 🍎 🪟 🐧 - AI-powered resume parser and full Applicant Tracking System with 21 MCP tools. Parse PDFs, DOCX, TXT, Markdown, and URLs into structured JSON; extract skills, experience, and keywords; score and rank candidates; run a full ATS pipeline covering jobs, candidates, interviews, offers, notes, and analytics. 20 of 21 tools are 100% algorithmic — no API keys required. `npx -y mcp-ai-hr-management-toolkit` - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. ### 🛠️ Other Tools and Integrations From bd4c872a68db5c40e13cf72d9c42ab4419993163 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 19:31:02 -0600 Subject: [PATCH 198/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 23864c89..aac4f63f 100644 --- a/README.md +++ b/README.md @@ -1962,7 +1962,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [icoretech/warden-mcp](https://github.com/icoretech/warden-mcp) [![icoretech/warden-mcp MCP server](https://glama.ai/mcp/servers/icoretech/warden-mcp/badges/score.svg)](https://glama.ai/mcp/servers/icoretech/warden-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit, and organize logins, notes, cards, identities, SSH keys, folders, collections, attachments, and Sends via the official `bw` CLI. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. <<<<<<< HEAD -- [itsalissonsilva/ModelSafetyMCP](https://github.com/itsalissonsilva/ModelSafetyMCP) 🐍 🏠 - MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection. [![itsalissonsilva/ModelSafetyMCP MCP server](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP/badges/score.svg)](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP) +- [itsalissonsilva/ModelSafetyMCP](https://github.com/itsalissonsilva/ModelSafetyMCP) [![itsalissonsilva/ModelSafetyMCP MCP server](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP/badges/score.svg)](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP) 🐍 🏠 - MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection. ======= - [inkog-io/inkog-mcp](https://github.com/inkog-io/inkog-mcp) [![inkog-mcp MCP server](https://glama.ai/mcp/servers/inkog-io/inkog/badges/score.svg)](https://glama.ai/mcp/servers/inkog-io/inkog) 📇 ☁️ - AI agent security scanner. Audits MCP servers for vulnerabilities, detects prompt injection, infinite loops, token bombing, and missing human oversight across 20+ frameworks. Maps findings to EU AI Act, OWASP LLM Top 10. >>>>>>> upstream/main From 2575645620038847ecff86817bd6653cbc62e61f Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 19:40:49 -0600 Subject: [PATCH 199/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 176a51b2..9629e4c5 100644 --- a/README.md +++ b/README.md @@ -2181,7 +2181,7 @@ Interact with Git repositories and version control platforms. Enables repository - [KuvopLLC/better-bear](https://github.com/KuvopLLC/better-bear/tree/main/mcp-server) [![better-bear MCP server](https://glama.ai/mcp/servers/KuvopLLC/better-bear/badges/score.svg)](https://glama.ai/mcp/servers/KuvopLLC/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events -- [XJTLUmedia/AI-HR-Management-Toolkit](https://github.com/XJTLUmedia/AI-HR-Management-Toolkit) [![AI HR Management Toolkit MCP server](https://glama.ai/mcp/servers/mcp-ai-hr-management-toolkit/badge)](https://glama.ai/mcp/servers/mcp-ai-hr-management-toolkit) 📇 🏠 🍎 🪟 🐧 - AI-powered resume parser and full Applicant Tracking System with 21 MCP tools. Parse PDFs, DOCX, TXT, Markdown, and URLs into structured JSON; extract skills, experience, and keywords; score and rank candidates; run a full ATS pipeline covering jobs, candidates, interviews, offers, notes, and analytics. 20 of 21 tools are 100% algorithmic — no API keys required. `npx -y mcp-ai-hr-management-toolkit` +- [XJTLUmedia/AI-HR-Management-Toolkit](https://github.com/XJTLUmedia/AI-HR-Management-Toolkit) [![XJTLUmedia/AI-HR-Management-Toolkit MCP server](https://glama.ai/mcp/servers/XJTLUmedia/AI-HR-Management-Toolkit/badges/score.svg)](https://glama.ai/mcp/servers/XJTLUmedia/AI-HR-Management-Toolkit) 📇 🏠 🍎 🪟 🐧 - AI-powered resume parser and full Applicant Tracking System with 21 MCP tools. Parse PDFs, DOCX, TXT, Markdown, and URLs into structured JSON; extract skills, experience, and keywords; score and rank candidates; run a full ATS pipeline covering jobs, candidates, interviews, offers, notes, and analytics. 20 of 21 tools are 100% algorithmic — no API keys required. `npx -y mcp-ai-hr-management-toolkit` - [yoryocoruxo-ai/rendoc-mcp-server](https://github.com/yoryocoruxo-ai/rendoc-mcp-server) [![yoryocoruxo-ai/rendoc-mcp-server MCP server](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@yoryocoruxo-ai/rendoc-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Generate professional PDF documents (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars markup via the [rendoc](https://rendoc.dev) API. 7 tools for document generation, template management, and usage tracking. - [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. From 4c2c68be21baf09971f94931cfd1dac1e8534197 Mon Sep 17 00:00:00 2001 From: Kevin Date: Tue, 14 Apr 2026 20:01:47 -0700 Subject: [PATCH 200/214] =?UTF-8?q?Add=20tunedforai/x402-mcp=20=E2=80=94?= =?UTF-8?q?=20crypto=20market=20structure=20for=20AI=20agents?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b0535b0b..6db27cac 100644 --- a/README.md +++ b/README.md @@ -1386,6 +1386,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. - [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca. - [thoughtproof/thoughtproof-mcp](https://github.com/ThoughtProof/thoughtproof-mcp) [![thoughtproof-mcp MCP server](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp) 📇 ☁️ - Adversarial multi-model reasoning verification for AI agents before trades execute. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base (USDC). Part of the 4-issuer Combined Attestation Standard with InsumerAPI, RNWY, and Maiat. +- [tunedforai/x402-mcp](https://github.com/tunedforai/x402-mcp) [![tunedforai/x402-mcp MCP server](https://glama.ai/mcp/servers/tunedforai/x402-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tunedforai/x402-mcp) 📇 ☁️ - Real-time crypto market structure for AI agents — orderflow across 20 exchanges, 24 tokens. 9 tools: price/funding/OI snapshots, cross-exchange CVD with whale activity, 7yr OHLCV history with buy/sell flow, on-chain address risk. Free via MCP ([`@tunedforai/x402-mcp`](https://www.npmjs.com/package/@tunedforai/x402-mcp) on npm) or pay-per-call in USDC on Base via x402 REST at [`x402.tunedfor.ai`](https://x402.tunedfor.ai) — no API key, no rate limits. ### 🎮 Gaming From adfbada54f1e40b5b25ffe240e424c0023589a0a Mon Sep 17 00:00:00 2001 From: why Date: Wed, 15 Apr 2026 11:03:11 +0800 Subject: [PATCH 201/214] feat: add Glama score badge to ariadne entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a314fd36..20adce7a 100644 --- a/README.md +++ b/README.md @@ -988,7 +988,7 @@ Tools and integrations that enhance the development workflow and environment man - [VikrantSingh01/adaptive-cards-mcp](https://github.com/VikrantSingh01/adaptive-cards-mcp) [![adaptive-cards-mcp MCP server](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp/badges/score.svg)](https://glama.ai/mcp/servers/VikrantSingh01/adaptive-cards-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` - [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. -- [whyy9527/ariadne](https://github.com/whyy9527/ariadne) 🐍 🏠 - Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings. +- [whyy9527/ariadne](https://github.com/whyy9527/ariadne) [![ariadne MCP server](https://glama.ai/mcp/servers/whyy9527/ariadne/badges/score.svg)](https://glama.ai/mcp/servers/whyy9527/ariadne) 🐍 🏠 - Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings. - [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services. - [wn01011/llm-token-tracker](https://github.com/wn01011/llm-token-tracker) 📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models - [Wolfe-Jam/claude-faf-mcp](https://github.com/Wolfe-Jam/claude-faf-mcp) 📇 🏠 - First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads. From 2365221c4425994b7301b722da7ad67e2002d86e Mon Sep 17 00:00:00 2001 From: Nameet Potnis Date: Wed, 15 Apr 2026 10:04:59 +0530 Subject: [PATCH 202/214] Add Glama badge to pdfmux entry Score evaluation now complete on Glama: - Security: A (no known vulnerabilities) - License: A (MIT permissive) - Tool Definition Quality: All 5 tools A-tier (3.8-4.7/5.0) - Server is inspectable, tools detected, active usage Addresses the review comment requiring Glama scoring before merge. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5304a895..7cfb809b 100644 --- a/README.md +++ b/README.md @@ -1839,7 +1839,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent - [olostep/olostep-mcp-server](https://github.com/olostep/olostep-mcp-server) 📇 ☁️ - API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling. - [opendatalab/MinerU-Ecosystem](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp) [![opendatalab/MinerU-Ecosystem MCP server](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem/badges/score.svg)](https://glama.ai/mcp/servers/opendatalab/MinerU-Ecosystem) 🎖️ 🐍 🏠 ☁️ - Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits. -- [NameetP/pdfmux](https://github.com/NameetP/pdfmux) 🐍 🏠 - PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed. +- [NameetP/pdfmux](https://github.com/NameetP/pdfmux) [![pdfmux MCP server](https://glama.ai/mcp/servers/NameetP/pdfmux/badges/score.svg)](https://glama.ai/mcp/servers/NameetP/pdfmux) 🐍 🏠 - PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed. - [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI - [FayAndXan/spectrawl](https://github.com/FayAndXan/spectrawl) [![spectrawl MCP server](https://glama.ai/mcp/servers/FayAndXan/spectrawl/badges/score.svg)](https://glama.ai/mcp/servers/FayAndXan/spectrawl) 📇 🏠 - Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search. - [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP From ec63eac3df352baf29a50d4a502e8c24bf10abff Mon Sep 17 00:00:00 2001 From: Nima Nejat Date: Tue, 14 Apr 2026 22:38:29 -0700 Subject: [PATCH 203/214] Add Axint MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e8b3c7b5..17596234 100644 --- a/README.md +++ b/README.md @@ -725,6 +725,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### 💻 Developer Tools - [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) [![sapph1re/mcp-billing-gateway-sdk MCP server](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk/badges/score.svg)](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included. +- [agenticempire/axint](https://github.com/agenticempire/axint) 📇 🏠 - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests. Tools and integrations that enhance the development workflow and environment management. From 97c5f0d7737a0fe6a53a1d796e8c1f4586b73683 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 23:39:38 -0600 Subject: [PATCH 204/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 17596234..cf029966 100644 --- a/README.md +++ b/README.md @@ -725,7 +725,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### 💻 Developer Tools - [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) [![sapph1re/mcp-billing-gateway-sdk MCP server](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk/badges/score.svg)](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included. -- [agenticempire/axint](https://github.com/agenticempire/axint) 📇 🏠 - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests. +- [agenticempire/axint](https://github.com/agenticempire/axint) [![agenticempire/axint MCP server](https://glama.ai/mcp/servers/agenticempire/axint/badges/score.svg)](https://glama.ai/mcp/servers/agenticempire/axint) 📇 🏠 - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests. Tools and integrations that enhance the development workflow and environment management. From 432a67f22ef1e95e7b8ce28519561072ad00ca8b Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Tue, 14 Apr 2026 23:52:18 -0600 Subject: [PATCH 205/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3d7eecf9..e7d9548d 100644 --- a/README.md +++ b/README.md @@ -1238,7 +1238,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [hypurrquant/perp-cli](https://github.com/hypurrquant/perp-cli) [![perp-cli MCP server](https://glama.ai/mcp/servers/hypurrquant/perp-cli/badges/score.svg)](https://glama.ai/mcp/servers/hypurrquant/perp-cli) 📇 ☁️ 🏠 🍎 🪟 🐧 - Multi-DEX perpetual futures trading MCP server for Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, trade execution with dry-run safety, funding rate arbitrage scanning, portfolio analytics, and cross-exchange comparison. - [sentien-labs/verdictswarm-mcp](https://github.com/sentien-labs/verdictswarm-mcp) [![sentien-labs/verdictswarm-mcp MCP server](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sentien-labs/verdictswarm-mcp) 📇 🏠 - Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder concentration, and wash trading through adversarial consensus. - [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany). -- [Hovsteder/powersun-tron-mcp](https://github.com/Hovsteder/powersun-tron-mcp) 📇 ☁️ - TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools for buying energy, swapping TRC-20 tokens via SunSwap DEX, selling resources, and earning passive income. Remote Streamable HTTP with 3 payment methods (API Key, HTTP 402, x402 USDC). +- [Hovsteder/powersun-tron-mcp](https://github.com/Hovsteder/powersun-tron-mcp) [![Hovsteder/powersun-tron-mcp MCP server](https://glama.ai/mcp/servers/Hovsteder/powersun-tron-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Hovsteder/powersun-tron-mcp) 📇 ☁️ - TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools for buying energy, swapping TRC-20 tokens via SunSwap DEX, selling resources, and earning passive income. Remote Streamable HTTP with 3 payment methods (API Key, HTTP 402, x402 USDC). - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. - [IndigoProtocol/indigo-mcp](https://github.com/IndigoProtocol/indigo-mcp) [![indigo-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp) 📇 ☁️ 🏠 - MCP server for Indigo Protocol on Cardano — iAsset prices, CDP/loan analytics, stability pools, INDY staking, governance, and DEX data for LLM agents - [IndigoProtocol/cardano-mcp](https://github.com/IndigoProtocol/cardano-mcp) [![cardano-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/cardano-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/cardano-mcp) 📇 ☁️ 🏠 - Cardano blockchain MCP server for wallet interactions — submit transactions, fetch addresses, read UTxOs, check balances, resolve ADAHandles, and check stake delegation From 9e51c6a1d410f80ed98737f84601e55d97a3f261 Mon Sep 17 00:00:00 2001 From: UnClick Date: Wed, 15 Apr 2026 16:35:40 +1000 Subject: [PATCH 206/214] Add Glama score badge to UnClick entry (addresses PR #4409 review) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d25590ca..4ad95cc6 100644 --- a/README.md +++ b/README.md @@ -160,7 +160,7 @@ Servers for accessing many apps and tools through a single MCP server. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. -- [malamutemayhem/unclick-agent-native-endpoints](https://github.com/malamutemayhem/unclick-agent-native-endpoints) 📇 🏠 🍎 🪟 🐧 - 110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. `npx @unclick/mcp-server` +- [malamutemayhem/unclick-agent-native-endpoints](https://github.com/malamutemayhem/unclick-agent-native-endpoints) [![malamutemayhem/unclick-agent-native-endpoints MCP server](https://glama.ai/mcp/servers/malamutemayhem/unclick-agent-native-endpoints/badges/score.svg)](https://glama.ai/mcp/servers/malamutemayhem/unclick-agent-native-endpoints) 📇 🏠 🍎 🪟 🐧 - 110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. `npx @unclick/mcp-server` - [merterbak/Grok-MCP](https://github.com/merterbak/Grok-MCP) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. - [MikkoParkkola/mcp-gateway](https://github.com/MikkoParkkola/mcp-gateway) [![MikkoParkkola/mcp-gateway MCP server](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway/badges/score.svg)](https://glama.ai/mcp/servers/MikkoParkkola/mcp-gateway) 🏎️ 🏠 🍎 🪟 🐧 - Universal MCP gateway with single-port multiplexing and Meta-MCP. 4 meta-tools replace 100+ registrations, saving 95% context window. Hot-reloadable capabilities, OpenAPI auto-import, 42 starter capabilities (25 zero-config). From 386068bf13d6fa919783c136fecc208c7e4834dc Mon Sep 17 00:00:00 2001 From: TT-Wang Date: Wed, 15 Apr 2026 16:01:38 +0800 Subject: [PATCH 207/214] =?UTF-8?q?Add=20TT-Wang/forge=20to=20Coding=20Age?= =?UTF-8?q?nts=20=F0=9F=A4=96=F0=9F=A4=96=F0=9F=A4=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f3281dfe..40435451 100644 --- a/README.md +++ b/README.md @@ -444,6 +444,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [elhamid/llm-council](https://github.com/elhamid/llm-council) 🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept. - [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [![openclaw-mcp MCP server](https://glama.ai/mcp/servers/@freema/openclaw-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal. +- [TT-Wang/forge](https://github.com/TT-Wang/forge) 📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools. - [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP. - [irskep/persistproc](https://github.com/irskep/persistproc) 🐍 🏠 - MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs. From aee95f6a725c447a5d2ffd148a8d9c66605c2d20 Mon Sep 17 00:00:00 2001 From: Edoardo Busano Date: Wed, 15 Apr 2026 18:23:18 +1000 Subject: [PATCH 208/214] Add agenthold to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f3281dfe..710b305d 100644 --- a/README.md +++ b/README.md @@ -1487,6 +1487,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [dodopayments/contextmcp](https://github.com/dodopayments/context-mcp) 📇 ☁️ 🏠 - Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search. - [doobidoo/MCP-Context-Provider](https://github.com/doobidoo/MCP-Context-Provider) 📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models - [doobidoo/mcp-memory-service](https://github.com/doobidoo/mcp-memory-service) 📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation +- [edobusy/agenthold](https://github.com/edobusy/agenthold) 🐍 🏠 🍎 🪟 🐧 - Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed claim/release locks and append-only audit log. - [elvismdev/mem0-mcp-selfhosted](https://github.com/elvismdev/mem0-mcp-selfhosted) [![mem0-mcp-selfhosted MCP server](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted/badges/score.svg)](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted) 🐍 🏠 🍎 🪟 🐧 - Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups. - [Cartisien/engram-mcp](https://github.com/Cartisien/engram-mcp) [![engram-mcp MCP server](https://glama.ai/mcp/servers/Cartisien/engram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Cartisien/engram-mcp) 📇 🏠 🍎 🪟 🐧 - Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client. - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. From fc7d6d7cd36d62bb7d6571776197e189a0e58f11 Mon Sep 17 00:00:00 2001 From: Edoardo Busano Date: Wed, 15 Apr 2026 18:45:55 +1000 Subject: [PATCH 209/214] Added glama score --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 710b305d..1ad033bf 100644 --- a/README.md +++ b/README.md @@ -1487,7 +1487,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [dodopayments/contextmcp](https://github.com/dodopayments/context-mcp) 📇 ☁️ 🏠 - Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search. - [doobidoo/MCP-Context-Provider](https://github.com/doobidoo/MCP-Context-Provider) 📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models - [doobidoo/mcp-memory-service](https://github.com/doobidoo/mcp-memory-service) 📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation -- [edobusy/agenthold](https://github.com/edobusy/agenthold) 🐍 🏠 🍎 🪟 🐧 - Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed claim/release locks and append-only audit log. +- [edobusy/agenthold](https://github.com/edobusy/agenthold) [![agenthold MCP server](https://glama.ai/mcp/servers/edobusy/agenthold/badges/score.svg)](https://glama.ai/mcp/servers/edobusy/agenthold) 🐍 🏠 🍎 🪟 🐧 - Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed claim/release locks and append-only audit log. - [elvismdev/mem0-mcp-selfhosted](https://github.com/elvismdev/mem0-mcp-selfhosted) [![mem0-mcp-selfhosted MCP server](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted/badges/score.svg)](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted) 🐍 🏠 🍎 🪟 🐧 - Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups. - [Cartisien/engram-mcp](https://github.com/Cartisien/engram-mcp) [![engram-mcp MCP server](https://glama.ai/mcp/servers/Cartisien/engram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Cartisien/engram-mcp) 📇 🏠 🍎 🪟 🐧 - Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client. - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. From 43816b746c8bab75877f38a95846938ced98d4cc Mon Sep 17 00:00:00 2001 From: TT-Wang Date: Wed, 15 Apr 2026 17:06:31 +0800 Subject: [PATCH 210/214] Add Glama score badge to TT-Wang/forge entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 40435451..67630481 100644 --- a/README.md +++ b/README.md @@ -444,7 +444,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [elhamid/llm-council](https://github.com/elhamid/llm-council) 🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept. - [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [![openclaw-mcp MCP server](https://glama.ai/mcp/servers/@freema/openclaw-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal. -- [TT-Wang/forge](https://github.com/TT-Wang/forge) 📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry. +- [TT-Wang/forge](https://github.com/TT-Wang/forge) [![TT-Wang/forge MCP server](https://glama.ai/mcp/servers/TT-Wang/forge/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/forge) 📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools. - [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP. - [irskep/persistproc](https://github.com/irskep/persistproc) 🐍 🏠 - MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs. From f9b8eadfb6f0b0c2015cf69f503cd38b6cb0e679 Mon Sep 17 00:00:00 2001 From: TT-Wang Date: Wed, 15 Apr 2026 17:06:56 +0800 Subject: [PATCH 211/214] Fix badge alt text to match requested format --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 67630481..093407d5 100644 --- a/README.md +++ b/README.md @@ -444,7 +444,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [elhamid/llm-council](https://github.com/elhamid/llm-council) 🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept. - [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [![openclaw-mcp MCP server](https://glama.ai/mcp/servers/@freema/openclaw-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal. -- [TT-Wang/forge](https://github.com/TT-Wang/forge) [![TT-Wang/forge MCP server](https://glama.ai/mcp/servers/TT-Wang/forge/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/forge) 📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry. +- [TT-Wang/forge](https://github.com/TT-Wang/forge) [![forge MCP server](https://glama.ai/mcp/servers/TT-Wang/forge/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/forge) 📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools. - [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP. - [irskep/persistproc](https://github.com/irskep/persistproc) 🐍 🏠 - MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs. From 4528dd215e322e057abed4842aed2a3ce238d499 Mon Sep 17 00:00:00 2001 From: Gdetrane Date: Wed, 15 Apr 2026 09:32:36 +0200 Subject: [PATCH 212/214] Add gemini-media-mcp to Multimedia Process --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1cfffab2..10955324 100644 --- a/README.md +++ b/README.md @@ -1729,6 +1729,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [realcrabcut/crabcut-mcp-server](https://github.com/realcrabcut/crabcut-mcp-server) [![realcrabcut/crabcut-mcp-server MCP server](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/realcrabcut/crabcut-mcp-server) 📇 ☁️ - Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API. - [keiver/image-tiler-mcp-server](https://github.com/keiver/image-tiler-mcp-server) [![image-tiler-mcp-server MCP server](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server) 📇 🏠 🍎 🪟 🐧 - Full-resolution vision for LLMs. Tiles large images and captures web pages via Chrome CDP so vision models process every detail without downscaling. Generates interactive HTML tile previews. Supports Claude, OpenAI, Gemini presets with per-model token math and entropy-based tile classification. - [gaudiolab-jp/gaudio-developers-mcp](https://github.com/gaudiolab-jp/gaudio-developers-mcp) [![gaudio-developers-mcp MCP server](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp) 📇 ☁️ 🍎 🪟 🐧 - Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separation (dialogue, music, effects), and AI lyrics sync. 7 tools, 11 models, supports WAV/FLAC/MP3/M4A/MOV/MP4. +- [mordor-forge/gemini-media-mcp](https://github.com/mordor-forge/gemini-media-mcp) [![mordor-forge/gemini-media-mcp MCP server](https://glama.ai/mcp/servers/mordor-forge/gemini-media-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mordor-forge/gemini-media-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Unified Gemini media generation: Nano Banana (images, editing, multi-reference composition), Veo 3.1 (video, image-to-video, extend), TTS, and Lyria 3 (music with vocals). Single Go binary, 12 tools, supports Gemini API key and Vertex AI. - [guimatheus92/mcp-video-analyzer](https://github.com/guimatheus92/mcp-video-analyzer) [![mcp-video-analyzer MCP server](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer/badges/score.svg)](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer) 📇 🏠 🍎 🪟 🐧 - MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required. - [pastorsimon1798/mcp-video](https://github.com/pastorsimon1798/mcp-video) [![pastorsimon1798/mcp-video MCP server](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video/badges/score.svg)](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video) 🐍 🏠 🍎 🪟 🐧 - Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client. - [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections. From 3d754d6a5f1a4ef8cc46a9ac78a831a87854eafe Mon Sep 17 00:00:00 2001 From: Gdetrane Date: Wed, 15 Apr 2026 12:24:16 +0200 Subject: [PATCH 213/214] Add trident-mcp to Multimedia Process --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index afca8481..84b68412 100644 --- a/README.md +++ b/README.md @@ -1733,6 +1733,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [keiver/image-tiler-mcp-server](https://github.com/keiver/image-tiler-mcp-server) [![image-tiler-mcp-server MCP server](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server) 📇 🏠 🍎 🪟 🐧 - Full-resolution vision for LLMs. Tiles large images and captures web pages via Chrome CDP so vision models process every detail without downscaling. Generates interactive HTML tile previews. Supports Claude, OpenAI, Gemini presets with per-model token math and entropy-based tile classification. - [gaudiolab-jp/gaudio-developers-mcp](https://github.com/gaudiolab-jp/gaudio-developers-mcp) [![gaudio-developers-mcp MCP server](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gaudiolab-jp/gaudio-developers-mcp) 📇 ☁️ 🍎 🪟 🐧 - Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separation (dialogue, music, effects), and AI lyrics sync. 7 tools, 11 models, supports WAV/FLAC/MP3/M4A/MOV/MP4. - [guimatheus92/mcp-video-analyzer](https://github.com/guimatheus92/mcp-video-analyzer) [![mcp-video-analyzer MCP server](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer/badges/score.svg)](https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer) 📇 🏠 🍎 🪟 🐧 - MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required. +- [mordor-forge/trident-mcp](https://github.com/mordor-forge/trident-mcp) [![mordor-forge/trident-mcp MCP server](https://glama.ai/mcp/servers/mordor-forge/trident-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mordor-forge/trident-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - AI 3D model generation and post-processing: text/image/multiview-to-3D via Tripo, plus retopology, format conversion (GLB/FBX/OBJ/STL/USDZ), and stylization. Single Go binary, 10 tools, async generation with polling. - [pastorsimon1798/mcp-video](https://github.com/pastorsimon1798/mcp-video) [![pastorsimon1798/mcp-video MCP server](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video/badges/score.svg)](https://glama.ai/mcp/servers/pastorsimon1798/mcp-video) 🐍 🏠 🍎 🪟 🐧 - Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client. - [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections. - [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. From 707a0d042f0c242c85192412455689ec5983356b Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Wed, 15 Apr 2026 06:29:12 -0600 Subject: [PATCH 214/214] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7835ea2a..d6bbdc0d 100644 --- a/README.md +++ b/README.md @@ -158,7 +158,7 @@ Servers for accessing many apps and tools through a single MCP server. - [Jovancoding/Network-AI](https://github.com/Jovancoding/Network-AI) [![network](https://glama.ai/mcp/servers/Jovancoding/network-ai/badges/score.svg)](https://glama.ai/mcp/servers/Jovancoding/network-ai) 📇 🏠 🍎 🪟 🐧 - Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`. - [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design. - [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. -- [codeislaw101/katzilla](https://github.com/codeislaw101/katzilla) 📇 ☁️ 🍎 🪟 🐧 - Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`. +- [codeislaw101/katzilla](https://github.com/codeislaw101/katzilla) [![codeislaw101/katzilla MCP server](https://glama.ai/mcp/servers/codeislaw101/katzilla/badges/score.svg)](https://glama.ai/mcp/servers/codeislaw101/katzilla) 📇 ☁️ 🍎 🪟 🐧 - Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`. - [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native. - [khalidsaidi/ragmap](https://github.com/khalidsaidi/ragmap) 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking. - [malamutemayhem/unclick-agent-native-endpoints](https://github.com/malamutemayhem/unclick-agent-native-endpoints) [![malamutemayhem/unclick-agent-native-endpoints MCP server](https://glama.ai/mcp/servers/malamutemayhem/unclick-agent-native-endpoints/badges/score.svg)](https://glama.ai/mcp/servers/malamutemayhem/unclick-agent-native-endpoints) 📇 🏠 🍎 🪟 🐧 - 110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. `npx @unclick/mcp-server`