From c4bafc2f9d8516b2c0f6c883b2f82629ed986df5 Mon Sep 17 00:00:00 2001 From: Konippi Date: Mon, 4 May 2026 17:59:44 +0900 Subject: [PATCH 001/128] Add konippi/servo-fetch to Browser Automation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a58a33b32..d5666e8ed 100644 --- a/README.md +++ b/README.md @@ -2025,6 +2025,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) ๐Ÿ“‡ ๐Ÿ  - 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) โ˜๏ธ ๐Ÿ“‡ โ€“ 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) ๐Ÿ“‡ โ˜๏ธ - 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` +- [konippi/servo-fetch](https://github.com/konippi/servo-fetch) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a built-in MCP server. - [kehvinbehvin/json-mcp-filter](https://github.com/kehvinbehvin/json-mcp-filter) ๏ธ๐Ÿ  ๐Ÿ“‡ โ€“ 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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Extracts clean web content for RAG and provides Q&A about web pages. - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) โ˜๏ธ ๐Ÿ“‡ โ€“ Tavily AI search API From b5e3722a5d237737bfa789b90202017b1f57f194 Mon Sep 17 00:00:00 2001 From: beardfaceguy Date: Mon, 11 May 2026 20:16:18 -0700 Subject: [PATCH 002/128] =?UTF-8?q?Add=20beardfaceguy/daimonos=20to=20Deve?= =?UTF-8?q?loper=20Tools=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 Co-authored-by: Cursor --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a58a33b32..d64eafade 100644 --- a/README.md +++ b/README.md @@ -822,6 +822,7 @@ Tools and integrations that enhance the development workflow and environment man - [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) ๐Ÿ“‡ ๐Ÿ  - Analyze React code locally, generate docs / llm.txt for whole project at once - [back1ply/agent-skill-loader](https://github.com/back1ply/agent-skill-loader) ๐Ÿ“‡ ๐Ÿ  - 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) โ˜• ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. +- [beardfaceguy/daimonos](https://github.com/beardfaceguy/daimonos) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐Ÿง - Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. Native plugins for git, cargo, gh, and docker. Semantic output filtering, read deduplication, batch operations, and token analytics. Benchmarked 20-45% token savings. - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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/) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture โ€” not just files. - [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) โ˜๏ธ ๐Ÿ“‡ ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime. From 640feb54a83cb44b1dafd79d3c3ad4bcf01c2fe9 Mon Sep 17 00:00:00 2001 From: graeme Date: Tue, 19 May 2026 17:06:34 +0200 Subject: [PATCH 003/128] Add Feedbagel MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f701fa896..2568c48b2 100644 --- a/README.md +++ b/README.md @@ -1322,6 +1322,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [Pearch-ai/mcp_pearch](https://github.com/Pearch-ai/mcp_pearch) ๐ŸŽ–๏ธ ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Natural language API discovery โ€” 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) ๐Ÿ ๐Ÿ  - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers. +- [Prototypr/feedbagel-mcp](https://github.com/Prototypr/feedbagel-mcp) ๐Ÿ“‡ โ˜๏ธ - Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhooks. - [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) ๐Ÿ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. From a10739e55aa7210b49f46a29cc7cbb2961460b26 Mon Sep 17 00:00:00 2001 From: Konippi Date: Wed, 27 May 2026 23:31:40 +0900 Subject: [PATCH 004/128] Add Glama score badge for servo-fetch --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d5666e8ed..b4a9af867 100644 --- a/README.md +++ b/README.md @@ -2025,7 +2025,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) ๐Ÿ“‡ ๐Ÿ  - 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) โ˜๏ธ ๐Ÿ“‡ โ€“ 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) ๐Ÿ“‡ โ˜๏ธ - 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` -- [konippi/servo-fetch](https://github.com/konippi/servo-fetch) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a built-in MCP server. +- [konippi/servo-fetch](https://github.com/konippi/servo-fetch) [![konippi/servo-fetch MCP server](https://glama.ai/mcp/servers/konippi/servo-fetch/badges/score.svg)](https://glama.ai/mcp/servers/konippi/servo-fetch) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a built-in MCP server. - [kehvinbehvin/json-mcp-filter](https://github.com/kehvinbehvin/json-mcp-filter) ๏ธ๐Ÿ  ๐Ÿ“‡ โ€“ 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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Extracts clean web content for RAG and provides Q&A about web pages. - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) โ˜๏ธ ๐Ÿ“‡ โ€“ Tavily AI search API From 861ddf48dbcdd84ebe82f2d252b525f5c9dcef1d Mon Sep 17 00:00:00 2001 From: Josh Alley Date: Fri, 29 May 2026 13:12:07 -0500 Subject: [PATCH 005/128] Add 2s-io/sdk to Aggregators --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..5f5ede55b 100644 --- a/README.md +++ b/README.md @@ -128,6 +128,7 @@ 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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. +- [2s-io/sdk](https://github.com/2s-io/sdk) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Unified API for AI agents โ€” 40 tools across geocoding, weather (NWS), climate stations (NOAA), earthquakes (USGS), tides (NOAA), points of interest (OpenStreetMap), patents (USPTO ODP), US case law (CourtListener / Free Law Project), Federal Register, Wikipedia, scientific papers (arXiv / PubMed / Semantic Scholar), AI summarize / translate / extract / screenshot / image-describe, image compression, DNS / WHOIS, crypto address-validate + EVM gas oracle, OFAC sanctions screening, US Census ACS demographics, airport / ZIP lookup. Sub-cent to a few cents per call in USDC on Base via x402 โ€” no API keys, no signup. `npx -y @2sio/mcp` - [8randonpickart5/alderpost-mcp](https://github.com/8randonpickart5/alderpost-mcp) [![alderpost-mcp MCP server](https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp/badges/score.svg)](https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp) ๐Ÿ“‡ โ˜๏ธ - 8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Bridge any MCP server to the agent:// network โ€” 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. From fd3a77dff409131d10eb1e9d118f03b76c099d1d Mon Sep 17 00:00:00 2001 From: harry-harish <22562634+harry-harish@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:09:46 +0530 Subject: [PATCH 006/128] Add Cubenest/rrweb-stack (peek) to Browser Automation Co-Authored-By: Claude Opus 4.8 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..6f498584c 100644 --- a/README.md +++ b/README.md @@ -323,6 +323,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [browsermcp/mcp](https://github.com/browsermcp/mcp) ๐Ÿ“‡ ๐Ÿ  - Automate your local Chrome browser - [brutalzinn/simple-mcp-selenium](https://github.com/brutalzinn/simple-mcp-selenium) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. +- [Cubenest/rrweb-stack](https://github.com/Cubenest/rrweb-stack) ๐Ÿ“‡ ๐Ÿ  - Local-first MCP server (@peekdev/mcp) + Chrome extension that records your real authenticated browser session (rrweb DOM + console + network, PII-masked, to local SQLite) and lets AI coding agents query it or drive the browser. No cloud, no telemetry. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping From 47367239c1e6e425937b93d95f4f6ff40f3426dc Mon Sep 17 00:00:00 2001 From: alan5543 Date: Thu, 4 Jun 2026 07:07:31 +0800 Subject: [PATCH 007/128] Add Beever-AI/beever-atlas to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..8694f24cd 100644 --- a/README.md +++ b/README.md @@ -1692,6 +1692,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [AntonioTF5/soul-mcp-server](https://github.com/AntonioTF5/soul-mcp-server) [![soul-mcp-server MCP server](https://glama.ai/mcp/servers/AntonioTF5/soul-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/AntonioTF5/soul-mcp-server) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Validate and generate SOUL.md agent identity files from Claude Desktop. SOUL.md is the open format for persistent AI agent identity โ€” personality, voice, values, and behavioral constraints in a machine-readable YAML file. - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) ๐Ÿ โ˜๏ธ ๐Ÿ  - 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 - [Battam1111/Myco](https://github.com/Battam1111/Myco) [![Battam1111/Myco MCP server](https://glama.ai/mcp/servers/Battam1111/Myco/badges/score.svg)](https://glama.ai/mcp/servers/Battam1111/Myco) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / โ€ฆ) and 25 lint dimensions enforcing contract invariants mechanically (R1โ€“R7). Cross-session / cross-project memory via a self-validating filesystem graph โ€” AST + markdown-link derived, not embedding-based. Provider-agnostic by design: MP1/MP2 dims forbid LLM-SDK imports in the kernel and plugin tree. Editable-default install. Works with Claude Code, Cursor, Windsurf, Zed, VS Code, and any MCP client. +- [Beever-AI/beever-atlas](https://github.com/Beever-AI/beever-atlas) [![Beever-AI/beever-atlas MCP server](https://glama.ai/mcp/servers/Beever-AI/beever-atlas/badges/score.svg)](https://glama.ai/mcp/servers/Beever-AI/beever-atlas) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Open-source LLM knowledge base for teams. 28-tool native MCP server turns Slack/Discord/Teams/Mattermost chat into a typed knowledge graph + auto-generated wiki with cited answers, semantic search, expert finding, and decision tracing. BYO LLM via LiteLLM, Apache 2.0, on-prem via Docker. - [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) ๐Ÿ“‡ โ˜๏ธ - Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted file vault management โ€” 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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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 โ€” fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools. - [bh-rat/context-awesome](https://github.com/bh-rat/context-awesome) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent. From 94579ad52891ed1729a597c42edbca9a7c67ecf3 Mon Sep 17 00:00:00 2001 From: Henrik Date: Fri, 5 Jun 2026 19:21:17 +0200 Subject: [PATCH 008/128] Add feedthrough/feedthrough to Browser Automation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..a41927ab1 100644 --- a/README.md +++ b/README.md @@ -327,6 +327,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). +- [feedthrough/feedthrough](https://github.com/feedthrough/feedthrough) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - In-browser debug bridge that injects into your running web app, so an agent can read the DOM, console logs and network requests, and click/fill/inspect the page. Runs inside the page (not an external CDP driver), so it works in any browser and inside Cypress/Playwright runs. - [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP server for interacting with Apple Reminders on macOS - [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) ๐Ÿ“‡ ๐Ÿ  - Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots. - [sh6drack/zen-mcp](https://github.com/sh6drack/zen-mcp) [![sh6drack/zen-mcp MCP server](https://glama.ai/mcp/servers/sh6drack/zen-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sh6drack/zen-mcp) ๐Ÿ“‡ ๐Ÿ  - Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form filling, screenshots, and JavaScript evaluation. No Selenium or Playwright required. From 025111e9020cd9e9c0c8488b85783776cd488294 Mon Sep 17 00:00:00 2001 From: DeusData Date: Sat, 6 Jun 2026 16:51:35 +0200 Subject: [PATCH 009/128] Add codebase-memory-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..9940b26c7 100644 --- a/README.md +++ b/README.md @@ -819,6 +819,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools +- [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) ๐ŸŒŠ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ€” functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp` - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. The fast, idiomatic Go framework for building MCP servers. Struct-tag auto schema, middleware chain, and adapters to import existing Gin/OpenAPI/gRPC services as MCP tools. - [masondelan/selvedge](https://github.com/masondelan/selvedge) [![masondelan/selvedge MCP server](https://glama.ai/mcp/servers/masondelan/selvedge/badges/score.svg)](https://glama.ai/mcp/servers/masondelan/selvedge) ๐Ÿ ๐Ÿ  - Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate. From 4b8acfc0ccb2a2d00561672805d4f8eebcab301c Mon Sep 17 00:00:00 2001 From: wilfrid <36680328+Lyosis@users.noreply.github.com> Date: Sat, 6 Jun 2026 22:39:21 +0200 Subject: [PATCH 010/128] Add Lyosis/claudeForSafari to MCP projects list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0cd64e03b..7483f4d43 100644 --- a/README.md +++ b/README.md @@ -343,6 +343,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [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) ๐Ÿ“‡ โ˜๏ธ - Web intelligence API for AI agents โ€” 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) ๐ŸŽ ๐Ÿ /โ˜๏ธ ๐Ÿง/๐ŸŽ - 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) ๐Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ ๐ŸชŸ - 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. +- - [Lyosis/claudeForSafari](https://github.com/Lyosis/claudeForSafari) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari โ€” navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency. - [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) ๐Ÿ“‡ ๐Ÿ  - Browser automation for web scraping and interaction - [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) ๐Ÿ“‡ ๐Ÿ  - An MCP Server that enables AI assistants to interact with your local browsers. From 4193db295ebf745beacc6c02a84253deee10b461 Mon Sep 17 00:00:00 2001 From: wilfrid <36680328+Lyosis@users.noreply.github.com> Date: Sat, 6 Jun 2026 22:52:25 +0200 Subject: [PATCH 011/128] Fix formatting for Lyosis/claudeForSafari entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7483f4d43..e21ad3c3a 100644 --- a/README.md +++ b/README.md @@ -343,7 +343,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [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) ๐Ÿ“‡ โ˜๏ธ - Web intelligence API for AI agents โ€” 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) ๐ŸŽ ๐Ÿ /โ˜๏ธ ๐Ÿง/๐ŸŽ - 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) ๐Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ ๐ŸชŸ - 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. -- - [Lyosis/claudeForSafari](https://github.com/Lyosis/claudeForSafari) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari โ€” navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency. +- [Lyosis/claudeForSafari](https://github.com/Lyosis/claudeForSafari) [![Lyosis/claudeForSafari MCP server](https://glama.ai/mcp/servers/Lyosis/claudeForSafari/badges/score.svg)](https://glama.ai/mcp/servers/Lyosis/claudeForSafari) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari โ€” navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency. - [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) ๐Ÿ“‡ ๐Ÿ  - Browser automation for web scraping and interaction - [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) ๐Ÿ“‡ ๐Ÿ  - An MCP Server that enables AI assistants to interact with your local browsers. From 7ebf6f24bf2c3721998deedccf2bab7827317835 Mon Sep 17 00:00:00 2001 From: alley Date: Sat, 6 Jun 2026 19:01:21 -0500 Subject: [PATCH 012/128] Add Glama score badge for 2s-io/sdk (+ refresh tool count) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5f5ede55b..773c8761c 100644 --- a/README.md +++ b/README.md @@ -128,7 +128,7 @@ 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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. -- [2s-io/sdk](https://github.com/2s-io/sdk) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Unified API for AI agents โ€” 40 tools across geocoding, weather (NWS), climate stations (NOAA), earthquakes (USGS), tides (NOAA), points of interest (OpenStreetMap), patents (USPTO ODP), US case law (CourtListener / Free Law Project), Federal Register, Wikipedia, scientific papers (arXiv / PubMed / Semantic Scholar), AI summarize / translate / extract / screenshot / image-describe, image compression, DNS / WHOIS, crypto address-validate + EVM gas oracle, OFAC sanctions screening, US Census ACS demographics, airport / ZIP lookup. Sub-cent to a few cents per call in USDC on Base via x402 โ€” no API keys, no signup. `npx -y @2sio/mcp` +- [2s-io/sdk](https://github.com/2s-io/sdk) [![2s-io/sdk MCP server](https://glama.ai/mcp/servers/2s-io/sdk/badges/score.svg)](https://glama.ai/mcp/servers/2s-io/sdk) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Unified API for AI agents โ€” 180+ tools across geocoding, weather (NWS), climate stations (NOAA), earthquakes (USGS), tides (NOAA), points of interest (OpenStreetMap), patents (USPTO ODP), US case law (CourtListener / Free Law Project), Federal Register, Wikipedia, scientific papers (arXiv / PubMed / Semantic Scholar), AI summarize / translate / extract / screenshot / image-describe, image compression, DNS / WHOIS, crypto address-validate + EVM gas oracle, OFAC sanctions screening, US Census ACS demographics, airport / ZIP lookup. Sub-cent to a few cents per call in USDC on Base via x402 โ€” no API keys, no signup. `npx -y @2sio/mcp` - [8randonpickart5/alderpost-mcp](https://github.com/8randonpickart5/alderpost-mcp) [![alderpost-mcp MCP server](https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp/badges/score.svg)](https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp) ๐Ÿ“‡ โ˜๏ธ - 8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Bridge any MCP server to the agent:// network โ€” 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. From 90e8e1696ba53bdcd7551f4b33b265849eceb349 Mon Sep 17 00:00:00 2001 From: collectrix Date: Sun, 7 Jun 2026 18:05:43 -0400 Subject: [PATCH 013/128] Add PostOakLabs/ainumbers-mcp-apps to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..080cb0618 100644 --- a/README.md +++ b/README.md @@ -1617,6 +1617,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Polymarket prediction market data via The Graph โ€” 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) ๐Ÿ“‡ โ˜๏ธ - 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)) ๐Ÿ โ˜๏ธ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. +- [PostOakLabs/ainumbers-mcp-apps](https://github.com/PostOakLabs/ainumbers-mcp-apps) ๐Ÿ“‡ โ˜๏ธ - 420+ deterministic fintech tools โ€” agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC risk rating, BaaS provider comparison, and MCP dev tooling (tool-definition linter, server.json validator, OAuth auditor, readiness scorecard) โ€” with 15 flagship tools rendered as interactive MCP Apps widgets. Remote streamable HTTP, read-only, no auth, zero PII. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Bitget API to fetch cryptocurrency price. From b903dca63c56b83caa12b7ed2835f42fd9971e1f Mon Sep 17 00:00:00 2001 From: collectrix Date: Sun, 7 Jun 2026 18:18:46 -0400 Subject: [PATCH 014/128] 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 080cb0618..2319fd8de 100644 --- a/README.md +++ b/README.md @@ -1617,7 +1617,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Polymarket prediction market data via The Graph โ€” 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) ๐Ÿ“‡ โ˜๏ธ - 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)) ๐Ÿ โ˜๏ธ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. -- [PostOakLabs/ainumbers-mcp-apps](https://github.com/PostOakLabs/ainumbers-mcp-apps) ๐Ÿ“‡ โ˜๏ธ - 420+ deterministic fintech tools โ€” agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC risk rating, BaaS provider comparison, and MCP dev tooling (tool-definition linter, server.json validator, OAuth auditor, readiness scorecard) โ€” with 15 flagship tools rendered as interactive MCP Apps widgets. Remote streamable HTTP, read-only, no auth, zero PII. +- [PostOakLabs/ainumbers-mcp-apps](https://github.com/PostOakLabs/ainumbers-mcp-apps) [![PostOakLabs/ainumbers-mcp-apps MCP server](https://glama.ai/mcp/servers/@PostOakLabs/ainumbers-mcp-apps/badges/score.svg)](https://glama.ai/mcp/servers/@PostOakLabs/ainumbers-mcp-apps) ๐Ÿ“‡ โ˜๏ธ - 420+ deterministic fintech tools โ€” agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC risk rating, BaaS provider comparison, and MCP dev tooling (tool-definition linter, server.json validator, OAuth auditor, readiness scorecard) โ€” with 15 flagship tools rendered as interactive MCP Apps widgets. Remote streamable HTTP, read-only, no auth, zero PII. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Bitget API to fetch cryptocurrency price. From 15550bffc976a100577058f55ab3f681ddb94a97 Mon Sep 17 00:00:00 2001 From: Sam Folorunsho Date: Mon, 8 Jun 2026 06:32:51 +0100 Subject: [PATCH 015/128] Add tribal-memory/tribal to Knowledge & Memory Self-hosted semantic memory server, served over MCP, for an engineering team's tribal knowledge. Listed on Glama (score badge included). Co-Authored-By: Claude Opus 4.8 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..adb4f9194 100644 --- a/README.md +++ b/README.md @@ -1939,6 +1939,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [STiFLeR7/memex](https://github.com/STiFLeR7/memex) [![STiFLeR7/memex MCP server](https://glama.ai/mcp/servers/STiFLeR7/memex/badges/score.svg)](https://glama.ai/mcp/servers/STiFLeR7/memex) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Developer context continuity system. Watches your git repos and builds a temporal knowledge graph of modules, symbols, decisions, and open problems via Graphiti + Neo4j, then serves it to any AI coding agent over MCP. Every edge carries a validity window and a confidence score that decays over time. 12 tools across read and write. Install via `npx -y stifler-memex-mcp`. MIT licensed. - [xChuCx/agent-memory](https://github.com/xChuCx/agent-memory) [![agent-memory MCP server](https://glama.ai/mcp/servers/xChuCx/agent-memory/badges/score.svg)](https://glama.ai/mcp/servers/xChuCx/agent-memory) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Git-native project memory for coding agents: Markdown source of truth committed to your repo, reviewable staged updates (`review --diff` โ†’ `apply`), secret/PII-safe, branch-aware โ€” no cloud, no vector DB. - [zzallirog/weighted-compact](https://github.com/zzallirog/weighted-compact) [![zzallirog/weighted-compact MCP server](https://glama.ai/mcp/servers/zzallirog/weighted-compact/badges/score.svg)](https://glama.ai/mcp/servers/zzallirog/weighted-compact) ๐Ÿ ๐Ÿ  - Inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a local-first, signal-scored parse of `~/.claude/projects/`. Per-pair scores are numpy columns on disk, not opaque vectors in a service. Zero outbound calls (CI-enforced). +- [tribal-memory/tribal](https://github.com/tribal-memory/tribal) [![tribal-memory/tribal MCP server](https://glama.ai/mcp/servers/tribal-memory/tribal/badges/score.svg)](https://glama.ai/mcp/servers/tribal-memory/tribal) ๐Ÿฆ€ ๐Ÿ  - Self-hosted semantic memory server, served over MCP, for an engineering team's tribal knowledge: the tacit decisions and hard-won reasoning behind the code, captured once and kept queryable for the team and the agents they work with. Postgres-backed (pgvector). ### โš–๏ธ Legal Access to legal information, legislation, and legal databases. Enables AI models to search and analyze legal documents and regulatory information. From faf2ac3f56cc1b5c9043da4fd4de94e28aa10aff Mon Sep 17 00:00:00 2001 From: Brandon Todd Date: Mon, 8 Jun 2026 08:04:09 -0700 Subject: [PATCH 016/128] Add Signal Lord MCP server to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..0905be615 100644 --- a/README.md +++ b/README.md @@ -1387,6 +1387,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) ๐ŸŽ–๏ธ ๐Ÿ โ˜๏ธ - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. - [AletaIndex/aletaindex-fin-narratives](https://github.com/AletaIndex/aletaindex-fin-narratives) [![AletaIndex Narrative Intelligence MCP server](https://glama.ai/mcp/servers/AletaIndex/aletaindex-fin-narratives/badges/score.svg)](https://glama.ai/mcp/servers/AletaIndex/aletaindex-fin-narratives) ๐Ÿ โ˜๏ธ ๐ŸŽ๐ŸชŸ๐Ÿง - Financial narrative intelligence for AI agents. Tracks how financial stories evolve across 109 tickers โ€” clustering news into structured narratives, measuring sentiment momentum, and mapping narrative risk across portfolios. Install via Smithery or `uvx narrative-intelligence-mcp`. - [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) ๐Ÿ โ˜๏ธ - Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 via x402 micropayments. $0.01 USDC per request on Base. +- [KK6BZB/signallord-mcp-server](https://github.com/KK6BZB/signallord-mcp-server) ๐Ÿ โ˜๏ธ - Bitcoin regime detection intelligence โ€” know which market regime you are in and the probabilities of what happens next. 17 tools with historical pattern matching, Odin AI analysis, composite gauges, and real-time macro/institutional/on-chain data. - [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) ๐Ÿ“‡ โ˜๏ธ - Open agent registry โ€” 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) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Allow AI agents to interact with Alchemy's blockchain APIs. - [AlvisoOculus/optionsahoy-mcp](https://github.com/AlvisoOculus/optionsahoy-mcp) [![AlvisoOculus/optionsahoy-mcp MCP server](https://glama.ai/mcp/servers/AlvisoOculus/optionsahoy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AlvisoOculus/optionsahoy-mcp) ๐Ÿ“‡ โ˜๏ธ - Multi-year equity-compensation optimization engine: returns the globally-optimal ISO/AMT exercise schedule, NSO sell-vs-hold decision, RSU vest plan, single-stock concentration sell-down, protective put / zero-cost collar pricing, and Section 1202 QSBS qualification verdict. Covers full federal tax code plus all 50 states + DC (ordinary brackets, long-term capital gains treatment, state AMT for CA/CO/CT/MN, FICA, NIIT). Remote HTTP MCP at `https://optionsahoy.com/mcp` (no auth, no install). Six tools, same engine as the in-browser calculators at [optionsahoy.com/tools](https://optionsahoy.com/tools). From 37b7fa6749a1a085dd5a50206f3afd543543130c Mon Sep 17 00:00:00 2001 From: starecz Date: Mon, 8 Jun 2026 20:31:56 +0000 Subject: [PATCH 017/128] Add karea-mcp under Workplace & Productivity --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..7bccbd4bf 100644 --- a/README.md +++ b/README.md @@ -2733,6 +2733,7 @@ Interact with Git repositories and version control platforms. Enables repository - [remoet-labs/remoet-mcp](https://github.com/remoet-labs/remoet-mcp) [![remoet-labs/remoet-mcp MCP server](https://glama.ai/mcp/servers/remoet-labs/remoet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/remoet-labs/remoet-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Job search for AI agents. Search tech companies by their real tech stack, star the ones that fit, and pull jobs from your shortlist. Profile, applications, and digests over MCP. Free tier. - [SparkSheets/sparksheets-mcp](https://github.com/saikiyusuke/sparksheets-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams, Discord, and GitHub. +- [starecz/karea-mcp](https://github.com/starecz/karea-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edit, close, recap, and link your dev tasks while Claude Code or Cursor codes. Per-task open questions, attached resources, Jira links, productivity recap. `npx -y karea-mcp` - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) ๐Ÿ“‡ โ˜๏ธ - An MCP server to interface with the Google Calendar API. Based on TypeScript. - [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point. From 77e08792bff3104e9e00a9dd936d89960bf6053f Mon Sep 17 00:00:00 2001 From: harry-harish <22562634+harry-harish@users.noreply.github.com> Date: Tue, 9 Jun 2026 20:53:16 +0530 Subject: [PATCH 018/128] Add Glama score badge (per @punkpeye review) Signed-off-by: harry-harish <22562634+harry-harish@users.noreply.github.com> --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6f498584c..521a90b2d 100644 --- a/README.md +++ b/README.md @@ -323,7 +323,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [browsermcp/mcp](https://github.com/browsermcp/mcp) ๐Ÿ“‡ ๐Ÿ  - Automate your local Chrome browser - [brutalzinn/simple-mcp-selenium](https://github.com/brutalzinn/simple-mcp-selenium) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. -- [Cubenest/rrweb-stack](https://github.com/Cubenest/rrweb-stack) ๐Ÿ“‡ ๐Ÿ  - Local-first MCP server (@peekdev/mcp) + Chrome extension that records your real authenticated browser session (rrweb DOM + console + network, PII-masked, to local SQLite) and lets AI coding agents query it or drive the browser. No cloud, no telemetry. +- [Cubenest/rrweb-stack](https://github.com/Cubenest/rrweb-stack) [![Cubenest/rrweb-stack MCP server](https://glama.ai/mcp/servers/Cubenest/rrweb-stack/badges/score.svg)](https://glama.ai/mcp/servers/Cubenest/rrweb-stack) ๐Ÿ“‡ ๐Ÿ  - Local-first MCP server (@peekdev/mcp) + Chrome extension that records your real authenticated browser session (rrweb DOM + console + network, PII-masked, to local SQLite) and lets AI coding agents query it or drive the browser. No cloud, no telemetry. - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping From e81ee17d3fd59f87393d81b6b3178b42e5bcc35a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=A5=8A=E8=80=98=E8=87=BA?= Date: Tue, 9 Jun 2026 23:23:25 +0800 Subject: [PATCH 019/128] Add openapi-mcp-gateway to Aggregators --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..f7d1901a2 100644 --- a/README.md +++ b/README.md @@ -175,6 +175,7 @@ Servers for accessing many apps and tools through a single MCP server. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). +- [mroops0111/openapi-mcp-gateway](https://github.com/mroops0111/openapi-mcp-gateway) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one process. Auto-promotes eligible GETs to MCP resources, exposes huge specs via three `list/get/call` meta-tools instead of N tool schemas, and ships per-user OAuth2 token relay with audience-bound tokens. - [Octodamus/octodamus-core](https://github.com/Octodamus/octodamus-core) [![Octodamus/octodamus-core MCP server](https://glama.ai/mcp/servers/Octodamus/octodamus-core/badges/score.svg)](https://glama.ai/mcp/servers/Octodamus/octodamus-core) ๐Ÿ - AI consensus market oracle for crypto traders and autonomous agents. 11-signal BUY/SELL/HOLD consensus (RSI, MACD, funding rate, L/S ratio, on-chain flow, Fear & Greed, congressional trading), Polymarket prediction market edges with EV scoring, Grok X crowd sentiment divergence. Ed25519-signed, on-chain verifiable. x402 micropayments at $0.01/call on Base, or 500 req/day free. - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From 72cf645febf588e8eb2567973cf47e9600e9f224 Mon Sep 17 00:00:00 2001 From: DeusData Date: Tue, 9 Jun 2026 20:12:33 +0200 Subject: [PATCH 020/128] Add Glama score badge for codebase-memory-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 53cc4b8f5..355634409 100644 --- a/README.md +++ b/README.md @@ -850,7 +850,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools -- [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) ๐ŸŒŠ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ€” functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp` +- [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) [![DeusData/codebase-memory-mcp MCP server](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp/badges/score.svg)](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp) ๐ŸŒŠ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ€” functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp` - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. - [modus-agendi/managed-agent-control-mcp](https://github.com/modus-agendi/managed-agent-control-mcp) [![modus-agendi/managed-agent-control-mcp MCP server](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp/badges/score.svg)](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Start, observe, and interact with Claude Managed Agents from any MCP client โ€” launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound auth (bearer/OIDC/Cognito). - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. From 06854d48d25223a6fb78744e0cc8711ccc77c19d Mon Sep 17 00:00:00 2001 From: Helbert Paranhos <158846921+helbertparanhos@users.noreply.github.com> Date: Wed, 10 Jun 2026 04:48:00 -0300 Subject: [PATCH 021/128] feat: add helbertparanhos/postforme-mcp-pro to Social Media --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..d232fed3e 100644 --- a/README.md +++ b/README.md @@ -2540,6 +2540,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [checkra1neth/xbird](https://github.com/checkra1neth/xbird-skill) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Twitter/X MCP server with 34 tools โ€” 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) ๐Ÿ“‡ โ˜๏ธ - MCP server for Substack โ€” 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) ๐Ÿ ๐Ÿ  - An MCP server for interacting with Bluesky via the atproto client. +- [helbertparanhos/postforme-mcp-pro](https://github.com/helbertparanhos/postforme-mcp-pro) [![helbertparanhos/postforme-mcp-pro MCP server](https://glama.ai/mcp/servers/helbertparanhos/postforme-mcp-pro/badges/score.svg)](https://glama.ai/mcp/servers/helbertparanhos/postforme-mcp-pro) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete and analyze social posts across 9 platforms (Instagram, Facebook, TikTok, YouTube, X, LinkedIn, Pinterest, Bluesky, Threads), plus a postforme_raw escape hatch and a readonly safety mode. - [hiroata/meltbook-mcp-server](https://github.com/hiroata/meltbook) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management. - [jj-cheng25/weixin-articles-mcp](https://github.com/jj-cheng25/weixin-articles-mcp) [![jj-cheng25/weixin-articles-mcp MCP server](https://glama.ai/mcp/servers/jj-cheng25/weixin-articles-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jj-cheng25/weixin-articles-mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Read WeChat (ๅพฎไฟก) Official Account articles with native multimodal output โ€” body, images, and video keyframes as MCP content blocks. Handles all three embed types: Tencent Video (yt-dlp keyframes), WeChat-native (mp4 keyframes), Channels/่ง†้ข‘ๅท (metadata + cover via public API). From e7d6c088145f3d375258ea422412a38989fdd5e5 Mon Sep 17 00:00:00 2001 From: Thomas Lennon <187573206+thomas-lennon-atu-ie@users.noreply.github.com> Date: Wed, 10 Jun 2026 12:04:34 +0100 Subject: [PATCH 022/128] Add NeuroDock to Communication --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..2542ee6d7 100644 --- a/README.md +++ b/README.md @@ -650,6 +650,7 @@ Integration with communication platforms for message management and channel oper - [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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - Full Gmail operations via Unipile API: send, reply, list, read, delete, search, manage labels, attachments, and drafts. Dry-run by default on destructive actions. +- [tlennon-ie/neurodock](https://github.com/tlennon-ie/neurodock) ๐Ÿ ๐Ÿ  โ˜๏ธ - Local-first cognitive substrate for neurodivergent professionals: a translator for corporate ambiguity, a planner, and a guardrail that declines to amplify rumination, hyperfocus, or sycophancy. Hosted stateless tools over OAuth. - [trycourier/courier-mcp](https://github.com/trycourier/courier-mcp) ๐ŸŽ–๏ธ ๐Ÿ’ฌ โ˜๏ธ ๐Ÿ› ๏ธ ๐Ÿ“‡ ๐Ÿค– - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space. - [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) ๐Ÿ โ˜๏ธ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. - [wyattjoh/imessage-mcp](https://github.com/wyattjoh/imessage-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A Model Context Protocol server for reading iMessage data from macOS. From fe6f3d2156f751fbb24762fa2b9bb433c994b957 Mon Sep 17 00:00:00 2001 From: Thomas Lennon <187573206+thomas-lennon-atu-ie@users.noreply.github.com> Date: Wed, 10 Jun 2026 15:28:16 +0100 Subject: [PATCH 023/128] Add Glama score badge for tlennon-ie/neurodock --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2542ee6d7..b250058f5 100644 --- a/README.md +++ b/README.md @@ -650,7 +650,7 @@ Integration with communication platforms for message management and channel oper - [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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - Full Gmail operations via Unipile API: send, reply, list, read, delete, search, manage labels, attachments, and drafts. Dry-run by default on destructive actions. -- [tlennon-ie/neurodock](https://github.com/tlennon-ie/neurodock) ๐Ÿ ๐Ÿ  โ˜๏ธ - Local-first cognitive substrate for neurodivergent professionals: a translator for corporate ambiguity, a planner, and a guardrail that declines to amplify rumination, hyperfocus, or sycophancy. Hosted stateless tools over OAuth. +- [tlennon-ie/neurodock](https://github.com/tlennon-ie/neurodock) [![tlennon-ie/neurodock MCP server](https://glama.ai/mcp/servers/tlennon-ie/neurodock/badges/score.svg)](https://glama.ai/mcp/servers/tlennon-ie/neurodock) ๐Ÿ ๐Ÿ  โ˜๏ธ - Local-first cognitive substrate for neurodivergent professionals: a translator for corporate ambiguity, a planner, and a guardrail that declines to amplify rumination, hyperfocus, or sycophancy. Hosted stateless tools over OAuth. - [trycourier/courier-mcp](https://github.com/trycourier/courier-mcp) ๐ŸŽ–๏ธ ๐Ÿ’ฌ โ˜๏ธ ๐Ÿ› ๏ธ ๐Ÿ“‡ ๐Ÿค– - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space. - [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) ๐Ÿ โ˜๏ธ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. - [wyattjoh/imessage-mcp](https://github.com/wyattjoh/imessage-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A Model Context Protocol server for reading iMessage data from macOS. From 9226499a2aaca8bc882365095a8607d6f8ef5143 Mon Sep 17 00:00:00 2001 From: Aadil Razvi Date: Wed, 10 Jun 2026 17:43:15 +0000 Subject: [PATCH 024/128] =?UTF-8?q?Add=20ChangeThisFile=20=E2=80=94=20remo?= =?UTF-8?q?te=20file=20conversion=20MCP=20server=20(690+=20routes,=20no=20?= =?UTF-8?q?auth)=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 0f748e2ea..23f3544ec 100644 --- a/README.md +++ b/README.md @@ -1342,6 +1342,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [8b-is/smart-tree](https://github.com/8b-is/smart-tree) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization. - [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) ๐ŸŽ–๏ธ โ˜๏ธ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction. +- [ChangeThisFile](https://changethisfile.com/mcp) ๐Ÿ“‡ โ˜๏ธ - Free file conversion between 690+ formats via MCP. Tools: `convert_file` (URL or base64 in โ†’ signed download URL out) and `list_conversions`. Covers image, video, audio, document, data, font, ebook, and archive formats. No auth required. `remote` `streamable-http` - [ckanthony/Chisel](https://github.com/ckanthony/Chisel) [![chisel MCP server](https://glama.ai/mcp/servers/@ckanthony/chisel/badges/score.svg)](https://glama.ai/mcp/servers/@ckanthony/chisel) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐Ÿง โ˜๏ธ - Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100ร— fewer tokens), and read large files with targeted `grep`/`sed` instead of full reads (up to 500ร—). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via WASM). - [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) ๐Ÿ ๐Ÿ  - Share code context with LLMs via MCP or clipboard - [drolosoft/go-docs-mcp](https://github.com/drolosoft/go-docs-mcp) [![drolosoft/go-docs-mcp MCP server](https://glama.ai/mcp/servers/drolosoft/go-docs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/drolosoft/go-docs-mcp) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง - Multi-format document MCP server โ€” read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart mtime-based caching, directory-locked security. From 22eb4db2e27d7381714bbc45b6ffa407ea30c04f Mon Sep 17 00:00:00 2001 From: Arturo Garrido Date: Wed, 10 Jun 2026 11:04:16 -0700 Subject: [PATCH 025/128] Add arturogarrido/claudinho to Sports --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..c90f5d6f7 100644 --- a/README.md +++ b/README.md @@ -2571,6 +2571,7 @@ Astrology, tarot, numerology, Vedic systems, Human Design and other divinatory o Tools for accessing sports-related data, results, and statistics. +- [arturogarrido/claudinho](https://github.com/arturogarrido/claudinho) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Live scores, fixtures, standings, and read-only prediction-market signals for the 2026 World Cup. No API keys. - [Backspace-me/sportscore-mcp](https://github.com/Backspace-me/sportscore-mcp) [![Backspace-me/sportscore-mcp MCP server](https://glama.ai/mcp/servers/Backspace-me/sportscore-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Backspace-me/sportscore-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Live scores, standings, top scorers, player stats, and knockout brackets for football, basketball, cricket, and tennis. Free public API, no key required. - [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) ๐ŸŽ๏ธ โ˜๏ธ โ€“ 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) ๐Ÿ ๐Ÿ  - Personalized Fantasy Premier League intelligence โ€” 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. From c3e5b6be1ff679d36b250120bcb4fda56c47f53e Mon Sep 17 00:00:00 2001 From: Arturo Garrido Date: Wed, 10 Jun 2026 11:30:16 -0700 Subject: [PATCH 026/128] Add Glama score badge to Claudinho entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c90f5d6f7..4dc1abd9a 100644 --- a/README.md +++ b/README.md @@ -2571,7 +2571,7 @@ Astrology, tarot, numerology, Vedic systems, Human Design and other divinatory o Tools for accessing sports-related data, results, and statistics. -- [arturogarrido/claudinho](https://github.com/arturogarrido/claudinho) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Live scores, fixtures, standings, and read-only prediction-market signals for the 2026 World Cup. No API keys. +- [arturogarrido/claudinho](https://github.com/arturogarrido/claudinho) [![arturogarrido/claudinho MCP server](https://glama.ai/mcp/servers/arturogarrido/claudinho/badges/score.svg)](https://glama.ai/mcp/servers/arturogarrido/claudinho) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Live scores, fixtures, standings, and read-only prediction-market signals for the 2026 World Cup. No API keys. - [Backspace-me/sportscore-mcp](https://github.com/Backspace-me/sportscore-mcp) [![Backspace-me/sportscore-mcp MCP server](https://glama.ai/mcp/servers/Backspace-me/sportscore-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Backspace-me/sportscore-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Live scores, standings, top scorers, player stats, and knockout brackets for football, basketball, cricket, and tennis. Free public API, no key required. - [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) ๐ŸŽ๏ธ โ˜๏ธ โ€“ 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) ๐Ÿ ๐Ÿ  - Personalized Fantasy Premier League intelligence โ€” 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. From a3c750ddc9549b84687aedaeb6e4ef0c3621607d Mon Sep 17 00:00:00 2001 From: Aadil Razvi Date: Wed, 10 Jun 2026 23:23:22 +0000 Subject: [PATCH 027/128] Use GitHub repo link + Glama score badge for ChangeThisFile entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 23f3544ec..8839ddd48 100644 --- a/README.md +++ b/README.md @@ -1341,8 +1341,8 @@ Provides access to environmental data and nature-related tools, services and inf Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. - [8b-is/smart-tree](https://github.com/8b-is/smart-tree) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization. +- [aadilr/changethisfile-mcp](https://github.com/aadilr/changethisfile-mcp) [![aadilr/changethisfile-mcp MCP server](https://glama.ai/mcp/servers/aadilr/changethisfile-mcp/badges/score.svg)](https://glama.ai/mcp/servers/aadilr/changethisfile-mcp) ๐Ÿ“‡ โ˜๏ธ - Free file conversion between 690+ formats. Tools: `convert_file` (URL or base64 in โ†’ signed download URL out) and `list_conversions`. Covers image, video, audio, document, data, font, ebook, and archive formats. No auth or signup required; remote streamable-HTTP endpoint available (see README). - [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) ๐ŸŽ–๏ธ โ˜๏ธ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction. -- [ChangeThisFile](https://changethisfile.com/mcp) ๐Ÿ“‡ โ˜๏ธ - Free file conversion between 690+ formats via MCP. Tools: `convert_file` (URL or base64 in โ†’ signed download URL out) and `list_conversions`. Covers image, video, audio, document, data, font, ebook, and archive formats. No auth required. `remote` `streamable-http` - [ckanthony/Chisel](https://github.com/ckanthony/Chisel) [![chisel MCP server](https://glama.ai/mcp/servers/@ckanthony/chisel/badges/score.svg)](https://glama.ai/mcp/servers/@ckanthony/chisel) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐Ÿง โ˜๏ธ - Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100ร— fewer tokens), and read large files with targeted `grep`/`sed` instead of full reads (up to 500ร—). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via WASM). - [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) ๐Ÿ ๐Ÿ  - Share code context with LLMs via MCP or clipboard - [drolosoft/go-docs-mcp](https://github.com/drolosoft/go-docs-mcp) [![drolosoft/go-docs-mcp MCP server](https://glama.ai/mcp/servers/drolosoft/go-docs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/drolosoft/go-docs-mcp) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง - Multi-format document MCP server โ€” read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart mtime-based caching, directory-locked security. From 088dc8053c084e7e3f91f785441ff5d68211de3e Mon Sep 17 00:00:00 2001 From: Developer Date: Wed, 10 Jun 2026 20:57:34 -0500 Subject: [PATCH 028/128] Add Zaxy to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..b77e55352 100644 --- a/README.md +++ b/README.md @@ -1939,6 +1939,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [STiFLeR7/memex](https://github.com/STiFLeR7/memex) [![STiFLeR7/memex MCP server](https://glama.ai/mcp/servers/STiFLeR7/memex/badges/score.svg)](https://glama.ai/mcp/servers/STiFLeR7/memex) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Developer context continuity system. Watches your git repos and builds a temporal knowledge graph of modules, symbols, decisions, and open problems via Graphiti + Neo4j, then serves it to any AI coding agent over MCP. Every edge carries a validity window and a confidence score that decays over time. 12 tools across read and write. Install via `npx -y stifler-memex-mcp`. MIT licensed. - [xChuCx/agent-memory](https://github.com/xChuCx/agent-memory) [![agent-memory MCP server](https://glama.ai/mcp/servers/xChuCx/agent-memory/badges/score.svg)](https://glama.ai/mcp/servers/xChuCx/agent-memory) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Git-native project memory for coding agents: Markdown source of truth committed to your repo, reviewable staged updates (`review --diff` โ†’ `apply`), secret/PII-safe, branch-aware โ€” no cloud, no vector DB. - [zzallirog/weighted-compact](https://github.com/zzallirog/weighted-compact) [![zzallirog/weighted-compact MCP server](https://glama.ai/mcp/servers/zzallirog/weighted-compact/badges/score.svg)](https://glama.ai/mcp/servers/zzallirog/weighted-compact) ๐Ÿ ๐Ÿ  - Inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a local-first, signal-scored parse of `~/.claude/projects/`. Per-pair scores are numpy columns on disk, not opaque vectors in a service. Zero outbound calls (CI-enforced). +- [syndicalt/zaxy](https://github.com/syndicalt/zaxy) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Event-sourced agent memory on a hash-chained append-only log with an embedded temporal knowledge graph (Kuzu, no sidecar). Cited Memory Checkout context, salience-based forgetting that attenuates instead of deleting, compaction-recovery hooks for Claude Code, token-budgeted checkout, and review-gated consolidation. 47 MCP tools with an 8-tool core profile default. `pip install zaxy-memory` [Docs](https://docs.zaxy.io) ### โš–๏ธ Legal Access to legal information, legislation, and legal databases. Enables AI models to search and analyze legal documents and regulatory information. From 56fc44d52405f44eb6ce3026ae281afb427a8eba Mon Sep 17 00:00:00 2001 From: Naveen Ayalla Date: Wed, 10 Jun 2026 22:00:12 -0700 Subject: [PATCH 029/128] =?UTF-8?q?Add=20mcp-server-toolkit=20=E2=80=94=20?= =?UTF-8?q?plug-and-play=20MCP=20servers=20for=20code=20search,=20DB,=20do?= =?UTF-8?q?cs,=20and=20OpenAPI?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adding mcp-server-toolkit, a TypeScript toolkit that gives AI agents direct access to codebases, databases, docs, and OpenAPI specs in under 60 seconds. Works with Claude Code, Cursor, and Windsurf. One-command setup via npx. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..3f38576a9 100644 --- a/README.md +++ b/README.md @@ -1594,6 +1594,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay โ€” 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - MCP server for Binance USDT-M Futures trading โ€” exposes tools for market data, account state, order management, and position/margin control. +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  - MCP server for intelligent subscription management with Gmail + MySQL integration. - [nexusforge-tools/mcp-eu-finance](https://github.com/nexusforge-tools/mcp-eu-finance) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - European financial data for AI agents โ€” ECB rates, Eurostat inflation, GDP and unemployment by EU country. Zero API key needed. [![nexusforge-tools/mcp-eu-finance MCP server](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance/badges/score.svg)](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance) From 56824016b05ffba6bdc140f00b316fd7acc9cdd1 Mon Sep 17 00:00:00 2001 From: Ravichandran K Date: Thu, 11 Jun 2026 11:08:18 +0530 Subject: [PATCH 030/128] Add ravi-labs/mindmap-mcp-server (Knowledge & Memory) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds Mind Map โ€” a local-first MCP memory & context-handoff server. - Category: Knowledge & Memory - Repo: https://github.com/ravi-labs/mindmap-mcp-server - npm: https://www.npmjs.com/package/@ravi-labs/mindmap-mcp-server (Apache-2.0) - ๐Ÿ“‡ TypeScript ยท ๐Ÿ  local-first (plain files in ~/.mindmap, no cloud, no account) Capture context in one AI tool and resume it in another; memory decays gracefully to one-line traces; includes a persona layer and a portable "memory passport" (export/import + ingest ChatGPT/Claude data exports). - [x] Alphabetical order within the category - [x] One server per line - [x] Name linked to repo + concise description --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f748e2ea..f70641792 100644 --- a/README.md +++ b/README.md @@ -1888,6 +1888,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) ๐ŸŽ–๏ธ ๐Ÿฆ€ โ˜๏ธ - 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) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents. - [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. +- [ravi-labs/mindmap-mcp-server](https://github.com/ravi-labs/mindmap-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Local-first memory & context-handoff across AI tools โ€” capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport. - [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) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). - [Skitchy/rekindle](https://github.com/Skitchy/rekindle) [![Skitchy/rekindle MCP server](https://glama.ai/mcp/servers/Skitchy/rekindle/badges/score.svg)](https://glama.ai/mcp/servers/Skitchy/rekindle) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Session continuity engine that solves session orientation. Boot reports with gap detection and 100-point scoring, structured end-session capture with typed continuity records, and BM25 memory search. 7 tools, local SQLite + FTS5, zero API keys. `npx rekindle` From bf9835c74ed11d0cba7130357ccc98b2e50c9e4a Mon Sep 17 00:00:00 2001 From: Nadav Erell Date: Fri, 1 May 2026 03:08:35 +0300 Subject: [PATCH 031/128] Add Radar MCP server (Kubernetes visibility) to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 55f255c05..68b452266 100644 --- a/README.md +++ b/README.md @@ -1075,6 +1075,7 @@ Tools and integrations that enhance the development workflow and environment man - [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) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง โ€“ 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`. - [DigiCatalyst-Systems/dep-diff-mcp](https://github.com/DigiCatalyst-Systems/dep-diff-mcp) [![DigiCatalyst-Systems/dep-diff-mcp MCP server](https://glama.ai/mcp/servers/DigiCatalyst-Systems/dep-diff-mcp/badges/score.svg)](https://glama.ai/mcp/servers/DigiCatalyst-Systems/dep-diff-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Translates a lockfile diff (npm, PyPI) into a human-readable upgrade plan. Point it at a Dependabot PR and get back semver classification, breaking changes from GitHub release notes, CVEs fixed in range, migration links, and a per-package recommendation. Bulk tool ranks up to 50 changes by risk (security > caution > review > likely-safe > safe). Install via `npx -y @digicatalyst/dep-diff-mcp`. - [hikmahtech/drwhome](https://github.com/hikmahtech/drwhome) [![hikmahtech/drwhome MCP server](https://glama.ai/mcp/servers/hikmahtech/drwhome/badges/score.svg)](https://glama.ai/mcp/servers/hikmahtech/drwhome) ๐Ÿ“‡ โ˜๏ธ โ€“ Remote MCP server at `https://drwho.me/mcp/mcp` with 10 developer utilities: base64 encode/decode, JWT decode (no verify), DNS lookup via Cloudflare DoH, UUID v4/v7, URL encode/decode, JSON format, User-Agent parse, IP lookup via ipinfo. Open access over streamable HTTP โ€” point Claude Desktop at the URL. +- [skyhook-io/radar](https://github.com/skyhook-io/radar) [![radar MCP server](https://glama.ai/mcp/servers/skyhook-io/radar/badges/score.svg)](https://glama.ai/mcp/servers/skyhook-io/radar) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Built-in MCP server for [Radar](https://radarhq.io), a modern Kubernetes visibility tool. Lets AI agents query cluster topology, resources, events, logs, and Helm/GitOps state across multiple clusters. Single binary, no agents, no cloud dependency. Apache 2.0. ### ๐Ÿ”’ Delivery From e13ffa243ca0c23e1fbe5d57963f0d5dc5d4ac52 Mon Sep 17 00:00:00 2001 From: starecz Date: Thu, 11 Jun 2026 13:11:04 +0000 Subject: [PATCH 032/128] Add Glama score badge to karea-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7bccbd4bf..3c736eade 100644 --- a/README.md +++ b/README.md @@ -2733,7 +2733,7 @@ Interact with Git repositories and version control platforms. Enables repository - [remoet-labs/remoet-mcp](https://github.com/remoet-labs/remoet-mcp) [![remoet-labs/remoet-mcp MCP server](https://glama.ai/mcp/servers/remoet-labs/remoet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/remoet-labs/remoet-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Job search for AI agents. Search tech companies by their real tech stack, star the ones that fit, and pull jobs from your shortlist. Profile, applications, and digests over MCP. Free tier. - [SparkSheets/sparksheets-mcp](https://github.com/saikiyusuke/sparksheets-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams, Discord, and GitHub. -- [starecz/karea-mcp](https://github.com/starecz/karea-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edit, close, recap, and link your dev tasks while Claude Code or Cursor codes. Per-task open questions, attached resources, Jira links, productivity recap. `npx -y karea-mcp` +- [starecz/karea-mcp](https://github.com/starecz/karea-mcp) [![starecz/karea-mcp MCP server](https://glama.ai/mcp/servers/starecz/karea-mcp/badges/score.svg)](https://glama.ai/mcp/servers/starecz/karea-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edit, close, recap, and link your dev tasks while Claude Code or Cursor codes. Per-task open questions, attached resources, Jira links, productivity recap. `npx -y karea-mcp` - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) ๐Ÿ“‡ โ˜๏ธ - An MCP server to interface with the Google Calendar API. Based on TypeScript. - [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point. From 81126833944794bfed22c5d844039fe43b61b5cc Mon Sep 17 00:00:00 2001 From: schwabr Date: Thu, 11 Jun 2026 09:11:17 -0400 Subject: [PATCH 033/128] Add Savvly (Finance & Fintech) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..d80468683 100644 --- a/README.md +++ b/README.md @@ -1395,6 +1395,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [juergenkoller-software/distill-mcp](https://github.com/juergenkoller-software/distill-mcp) [![juergenkoller-software/distill-mcp MCP server](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp) ๐Ÿ  ๐ŸŽ - MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) โ€” AI file renamer that analyzes content (PDF/OCR/Office/email/media) and renames files with descriptive names. Five AI providers (Claude, OpenAI, Gemini, Ollama, Apple Intelligence), pay-per-use credits, folder monitoring, 9 MCP tools. ### ๐Ÿ’ฐ Finance & Fintech +- [Savvly/savvly-mcp](https://github.com/Savvly/savvly-mcp) [![Savvly/savvly-mcp MCP server](https://glama.ai/mcp/servers/Savvly/savvly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Savvly/savvly-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Savvly Longevity Benefit Fund: retirement projections (lump-sum, monthly, and full trajectory), product comparisons, eligibility checks, and FAQ search. An SEC-registered fund offering market upside plus longevity protection. Remote at api.savvly.com/mcp or `npx @savvly/mcp-server`. - [eliasfire617/crypto-market-data-mcp](https://github.com/eliasfire617/crypto-market-data-mcp) [![eliasfire617/crypto-market-data-mcp MCP server](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp/badges/score.svg)](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp) ๐Ÿ โ˜๏ธ - Live crypto market data โ€” price, funding rates, open interest, long/short ratio, order book, candles โ€” across Bybit, Binance, OKX, Hyperliquid, Gate, KuCoin via CCXT, with funding-rate arbitrage comparison. - [teodorofodocrispin-cmyk/intelica-mcp](https://github.com/teodorofodocrispin-cmyk/intelica-mcp) [![intelica-mcp MCP server](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp/badges/score.svg)](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) ๐Ÿ โ˜๏ธ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and returns structured JSON with market positioning, competitors, pain points, and executable Market Score (threat_level, moat_strength, agent_recommendation). 10 context modes including regulatory_compliance, venture_screening, crypto_protocol, and sales_enablement. Pay-per-call via x402 on Base and Solana mainnet โ€” no accounts, no API keys. - [AMKRS3/keycae-mcp](https://github.com/AMKRS3/keycae-mcp) [![AMKRS3/keycae-mcp MCP server](https://glama.ai/mcp/servers/AMKRS3/keycae-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AMKRS3/keycae-mcp) ๐Ÿ“‡ โ˜๏ธ - Argentine electronic invoicing (facturaciรณn electrรณnica) for ARCA/AFIP. Emit invoices, manage credentials, check delegations, and look up taxpayers. 10 tools. Install via `npx keycae-mcp`. From a019720fb9b828bbcd79f2ded2e42c9fb262ad48 Mon Sep 17 00:00:00 2001 From: Lucas Hornung Date: Fri, 5 Jun 2026 21:49:18 +0200 Subject: [PATCH 034/128] Add waxberry-dev/live-translate-mcp to Translation Services --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..14fc7ae8a 100644 --- a/README.md +++ b/README.md @@ -2678,6 +2678,7 @@ Translation tools and services to enable AI assistants to translate content betw - [mmntm/weblate-mcp](https://github.com/mmntm/weblate-mcp) ๐Ÿ“‡ โ˜๏ธ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations. - [shuji-bonji/xcomet-mcp-server](https://github.com/shuji-bonji/xcomet-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup. - [translated/lara-mcp](https://github.com/translated/lara-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. +- [waxberry-dev/live-translate-mcp](https://github.com/waxberry-dev/live-translate-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Real-time English โ†” Mandarin Chinese speech translation. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path and Claude handles the rest. ### ๐ŸŽ™๏ธ Speech-to-Text From 33617958351a5caecb6497a3b31a43b5b474b0ca Mon Sep 17 00:00:00 2001 From: Lucas Hornung Date: Mon, 8 Jun 2026 13:51:43 +0200 Subject: [PATCH 035/128] feat(live-translate-mcp): add Glama score badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 14fc7ae8a..087d0d4b2 100644 --- a/README.md +++ b/README.md @@ -2678,7 +2678,7 @@ Translation tools and services to enable AI assistants to translate content betw - [mmntm/weblate-mcp](https://github.com/mmntm/weblate-mcp) ๐Ÿ“‡ โ˜๏ธ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations. - [shuji-bonji/xcomet-mcp-server](https://github.com/shuji-bonji/xcomet-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup. - [translated/lara-mcp](https://github.com/translated/lara-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. -- [waxberry-dev/live-translate-mcp](https://github.com/waxberry-dev/live-translate-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Real-time English โ†” Mandarin Chinese speech translation. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path and Claude handles the rest. +- [waxberry-dev/live-translate-mcp](https://github.com/waxberry-dev/live-translate-mcp) [![waxberry-dev/live-translate-mcp MCP server](https://glama.ai/mcp/servers/waxberry-dev/live-translate-mcp/badges/score.svg)](https://glama.ai/mcp/servers/waxberry-dev/live-translate-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Real-time English โ†” Mandarin Chinese speech translation. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path and Claude handles the rest. ### ๐ŸŽ™๏ธ Speech-to-Text From a6866037b0cb94848faab4faa386dab4180481cd Mon Sep 17 00:00:00 2001 From: UnClick Date: Fri, 12 Jun 2026 00:14:29 +1000 Subject: [PATCH 036/128] Update UnClick entry: fix repo link and refresh description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 242010380..c87b8db04 100644 --- a/README.md +++ b/README.md @@ -169,7 +169,7 @@ Servers for accessing many apps and tools through a single MCP server. - [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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Unified data API for AI agents โ€” 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) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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](https://github.com/malamutemayhem/unclick) [![malamutemayhem/unclick 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - The universal remote for AI: one MCP install gives any compatible agent 450+ callable endpoints across 60+ integrations, plus persistent cross-session memory. `npx @unclick/mcp-server` - [mambalabsdev/mcp-gtm-suite](https://github.com/mambalabsdev/mcp-gtm-suite) [![mambalabsdev/mcp-gtm-suite MCP server](https://glama.ai/mcp/servers/mambalabsdev/mcp-gtm-suite/badges/score.svg)](https://glama.ai/mcp/servers/mambalabsdev/mcp-gtm-suite) ๐Ÿ“‡ โ˜๏ธ - Six GTM signal tools in one MCP server, covering hiring signals, tech stack detection, job board scanning, LinkedIn URL resolution, ICP scoring, and signal aggregation via Apify actors. - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. - [MastadoonPrime/sylex-search](https://github.com/MastadoonPrime/sylex-search) [![MastadoonPrime/sylex-search MCP server](https://glama.ai/mcp/servers/MastadoonPrime/sylex-search/badges/score.svg)](https://glama.ai/mcp/servers/MastadoonPrime/sylex-search) ๐Ÿ ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses. `npx sylex-search` From cf76dad88942124e7dabe045dc965e7bbaaed944 Mon Sep 17 00:00:00 2001 From: Ravichandran K Date: Thu, 11 Jun 2026 20:07:16 +0530 Subject: [PATCH 037/128] Add badge to mindmap-mcp-server entry in README Add Glama score badge to mindmap-mcp-server entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f70641792..8781abb69 100644 --- a/README.md +++ b/README.md @@ -1888,7 +1888,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) ๐ŸŽ–๏ธ ๐Ÿฆ€ โ˜๏ธ - 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) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents. - [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. -- [ravi-labs/mindmap-mcp-server](https://github.com/ravi-labs/mindmap-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Local-first memory & context-handoff across AI tools โ€” capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport. +- [ravi-labs/mindmap-mcp-server](https://github.com/ravi-labs/mindmap-mcp-server) [![ravi-labs/mindmap-mcp-server MCP server](https://glama.ai/mcp/servers/ravi-labs/mindmap-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ravi-labs/mindmap-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Local-first memory & context-handoff across AI tools โ€” capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport. - [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) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). - [Skitchy/rekindle](https://github.com/Skitchy/rekindle) [![Skitchy/rekindle MCP server](https://glama.ai/mcp/servers/Skitchy/rekindle/badges/score.svg)](https://glama.ai/mcp/servers/Skitchy/rekindle) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Session continuity engine that solves session orientation. Boot reports with gap detection and 100-point scoring, structured end-session capture with typed continuity records, and BM25 memory search. 7 tools, local SQLite + FTS5, zero API keys. `npx rekindle` From ab1b82c071b06728c0a415e660fa87925010c0dc Mon Sep 17 00:00:00 2001 From: Henrik Date: Thu, 11 Jun 2026 16:45:41 +0200 Subject: [PATCH 038/128] Add Glama score badge for feedthrough/feedthrough --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a41927ab1..33011cda1 100644 --- a/README.md +++ b/README.md @@ -327,7 +327,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). -- [feedthrough/feedthrough](https://github.com/feedthrough/feedthrough) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - In-browser debug bridge that injects into your running web app, so an agent can read the DOM, console logs and network requests, and click/fill/inspect the page. Runs inside the page (not an external CDP driver), so it works in any browser and inside Cypress/Playwright runs. +- [feedthrough/feedthrough](https://github.com/feedthrough/feedthrough) [![feedthrough/feedthrough MCP server](https://glama.ai/mcp/servers/feedthrough/feedthrough/badges/score.svg)](https://glama.ai/mcp/servers/feedthrough/feedthrough) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - In-browser debug bridge that injects into your running web app, so an agent can read the DOM, console logs and network requests, and click/fill/inspect the page. Runs inside the page (not an external CDP driver), so it works in any browser and inside Cypress/Playwright runs. - [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP server for interacting with Apple Reminders on macOS - [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) ๐Ÿ“‡ ๐Ÿ  - Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots. - [sh6drack/zen-mcp](https://github.com/sh6drack/zen-mcp) [![sh6drack/zen-mcp MCP server](https://glama.ai/mcp/servers/sh6drack/zen-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sh6drack/zen-mcp) ๐Ÿ“‡ ๐Ÿ  - Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form filling, screenshots, and JavaScript evaluation. No Selenium or Playwright required. From 5cf2889a65c3d897e092666485b29c4a164c00a1 Mon Sep 17 00:00:00 2001 From: Joao Henrique Machado Silva Date: Thu, 11 Jun 2026 16:59:59 +0200 Subject: [PATCH 039/128] Add rustunnel-mcp to Developer Tools --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 242010380..b923854d2 100644 --- a/README.md +++ b/README.md @@ -1241,6 +1241,8 @@ Tools and integrations that enhance the development workflow and environment man - [parasxos/cpp26-adapter](https://github.com/parasxos/cpp26-adapter) [![parasxos/cpp26-adapter MCP server](https://glama.ai/mcp/servers/parasxos/cpp26-adapter/badges/score.svg)](https://glama.ai/mcp/servers/parasxos/cpp26-adapter) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_paper`, fuzzy `search`, `compiler_status` over a 216-paper ISO/IEC 14882:2026 corpus. The plugin's skill + reviewer subagent use these tools to bias Claude toward reflection, contracts, `std::execution` senders, `#embed`, expansion statements โ€” even when the local compiler lags. 95% on a held 39-task eval gate. - [graphpilot-oss/graphpilot](https://github.com/graphpilot-oss/graphpilot) [![graphpilot-oss/graphpilot MCP server](https://glama.ai/mcp/servers/graphpilot-oss/graphpilot/badges/score.svg)](https://glama.ai/mcp/servers/graphpilot-oss/graphpilot) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP โ€” with file:line@sha evidence anchors and branch-aware differential impact โ€” so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. `npx @graphpilot-oss/graphpilot mcp` +- [joaoh82/rustunnel](https://github.com/joaoh82/rustunnel) [![joaoh82/rustunnel MCP server](https://glama.ai/mcp/servers/joaoh82/rustunnel/badges/score.svg)](https://glama.ai/mcp/servers/joaoh82/rustunnel) ๐Ÿฆ€ ๐Ÿ  โ˜๏ธ - MCP server that lets AI agents create and manage public tunnels to local services (webhooks, dev servers, sharing) โ€” six tools covering HTTP/TCP/UDP tunnels, custom subdomains, regions, and load-balanced pools. Pairs with the rustunnel CLI; managed cloud or self-hosted (AGPL). + ### ๐Ÿ”’ Delivery - [jordandalton/doordash-mcp-server](https://github.com/JordanDalton/DoorDash-MCP-Server) ๐Ÿ โ€“ DoorDash Delivery (Unofficial) From 6b0617d9ef8a1150014fe553db1bc0e5ca2bcd7a Mon Sep 17 00:00:00 2001 From: admonitor-inc Date: Thu, 11 Jun 2026 11:14:29 -0400 Subject: [PATCH 040/128] Add Infrawise - Azure FinOps MCP server to Cloud Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..f8556a154 100644 --- a/README.md +++ b/README.md @@ -414,6 +414,7 @@ Cloud platform service integration. Enables management and interaction with clou - [GeiserX/spinnaker-mcp](https://github.com/GeiserX/spinnaker-mcp) [![GeiserX/spinnaker-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/spinnaker-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/spinnaker-mcp) ๐ŸŽ๏ธ โ˜๏ธ - A bridge that exposes any Spinnaker instance as an MCP server via the Gate API, enabling management of applications, pipelines, executions, and cloud infrastructure. - [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) ๐Ÿ“‡ โ˜๏ธ/๐Ÿ  - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure. - [hashicorp/terraform-mcp-server](https://github.com/hashicorp/terraform-mcp-server) - ๐ŸŽ–๏ธ๐ŸŽ๏ธโ˜๏ธ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows. +- [Infrawise/mcp-server](https://github.com/Infrawise/mcp-server) [![Infrawise/mcp-server MCP server](https://glama.ai/mcp/servers/Infrawise/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Infrawise/mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and Reserved Instance recommendations for Claude Code. - [ionos-cloud/ionoscloud-mcp](https://github.com/ionos-cloud/ionoscloud-mcp) [![ionos-cloud/ionoscloud-mcp MCP server](https://glama.ai/mcp/servers/ionos-cloud/ionoscloud-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ionos-cloud/ionoscloud-mcp) ๐ŸŽ๏ธ โ˜๏ธ - Inspect and manage IONOS CLOUD infrastructure via MCP. - [jasonwilbur/cloud-cost-mcp](https://github.com/jasonwilbur/cloud-cost-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator. - [jasonwilbur/oci-pricing-mcp](https://github.com/jasonwilbur/oci-pricing-mcp) ๐Ÿ“‡ โ˜๏ธ - Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude. From 10d7e936fb4254eece21b658d7d02a5bd08da215 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=A5=8A=E8=80=98=E8=87=BA?= Date: Thu, 11 Jun 2026 23:16:18 +0800 Subject: [PATCH 041/128] Add Glama badge to openapi-mcp-gateway entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f7d1901a2..352cf51eb 100644 --- a/README.md +++ b/README.md @@ -175,7 +175,7 @@ Servers for accessing many apps and tools through a single MCP server. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). -- [mroops0111/openapi-mcp-gateway](https://github.com/mroops0111/openapi-mcp-gateway) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one process. Auto-promotes eligible GETs to MCP resources, exposes huge specs via three `list/get/call` meta-tools instead of N tool schemas, and ships per-user OAuth2 token relay with audience-bound tokens. +- [mroops0111/openapi-mcp-gateway](https://github.com/mroops0111/openapi-mcp-gateway) [![mroops0111/openapi-mcp-gateway MCP server](https://glama.ai/mcp/servers/mroops0111/openapi-mcp-gateway/badges/score.svg)](https://glama.ai/mcp/servers/mroops0111/openapi-mcp-gateway) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one process. Auto-promotes eligible GETs to MCP resources, exposes huge specs via three `list/get/call` meta-tools instead of N tool schemas, and ships per-user OAuth2 token relay with audience-bound tokens. - [Octodamus/octodamus-core](https://github.com/Octodamus/octodamus-core) [![Octodamus/octodamus-core MCP server](https://glama.ai/mcp/servers/Octodamus/octodamus-core/badges/score.svg)](https://glama.ai/mcp/servers/Octodamus/octodamus-core) ๐Ÿ - AI consensus market oracle for crypto traders and autonomous agents. 11-signal BUY/SELL/HOLD consensus (RSI, MACD, funding rate, L/S ratio, on-chain flow, Fear & Greed, congressional trading), Polymarket prediction market edges with EV scoring, Grok X crowd sentiment divergence. Ed25519-signed, on-chain verifiable. x402 micropayments at $0.01/call on Base, or 500 req/day free. - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From dc1d5f523c621bc71fa0b1a411fee9127456b761 Mon Sep 17 00:00:00 2001 From: Helbert Paranhos Date: Thu, 11 Jun 2026 13:33:47 -0300 Subject: [PATCH 042/128] feat: add easypanel-mcp-server to Cloud Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..dfda21ce0 100644 --- a/README.md +++ b/README.md @@ -414,6 +414,7 @@ Cloud platform service integration. Enables management and interaction with clou - [GeiserX/spinnaker-mcp](https://github.com/GeiserX/spinnaker-mcp) [![GeiserX/spinnaker-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/spinnaker-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/spinnaker-mcp) ๐ŸŽ๏ธ โ˜๏ธ - A bridge that exposes any Spinnaker instance as an MCP server via the Gate API, enabling management of applications, pipelines, executions, and cloud infrastructure. - [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) ๐Ÿ“‡ โ˜๏ธ/๐Ÿ  - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure. - [hashicorp/terraform-mcp-server](https://github.com/hashicorp/terraform-mcp-server) - ๐ŸŽ–๏ธ๐ŸŽ๏ธโ˜๏ธ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows. +- [helbertparanhos/easypanel-mcp-server](https://github.com/helbertparanhos/easypanel-mcp-server) [![easypanel-mcp-server MCP server](https://glama.ai/mcp/servers/helbertparanhos/easypanel-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/helbertparanhos/easypanel-mcp-server) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Full Easypanel control from Claude Code and Cursor โ€” 37 tools for deployments, services, env vars, logs, domains, databases and monitoring. Safety guards require explicit confirmation for all destructive actions. - [ionos-cloud/ionoscloud-mcp](https://github.com/ionos-cloud/ionoscloud-mcp) [![ionos-cloud/ionoscloud-mcp MCP server](https://glama.ai/mcp/servers/ionos-cloud/ionoscloud-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ionos-cloud/ionoscloud-mcp) ๐ŸŽ๏ธ โ˜๏ธ - Inspect and manage IONOS CLOUD infrastructure via MCP. - [jasonwilbur/cloud-cost-mcp](https://github.com/jasonwilbur/cloud-cost-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator. - [jasonwilbur/oci-pricing-mcp](https://github.com/jasonwilbur/oci-pricing-mcp) ๐Ÿ“‡ โ˜๏ธ - Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude. From c1ee1840749a5e9dc9a8262cb282eb1c148845bd Mon Sep 17 00:00:00 2001 From: FoundryNet Date: Thu, 11 Jun 2026 12:12:31 -0700 Subject: [PATCH 043/128] Add FoundryNet Forge (forge-mcp) to Embedded System --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..863e4b446 100644 --- a/README.md +++ b/README.md @@ -1316,6 +1316,7 @@ Provides access to documentation and shortcuts for working on embedded devices. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) ๐Ÿ“‡ ๐Ÿ“Ÿ - 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) ๐Ÿ ๐Ÿ“Ÿ ๐Ÿ  - 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) ๐ŸŽ๏ธ ๐Ÿ“Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ - MiSTerClaw โ€” 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. +- [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ“Ÿ ๐ŸŽ–๏ธ - Cross-OEM industrial machine intelligence โ€” normalize and query machine telemetry across Fanuc, Siemens, Haas, DMG Mori, and Mazak through one schema. 14 tools for telemetry normalization, coverage lookup, and edge attestation. ### ๐ŸŽ“ Education From 52871bc8f9107184e2b137321598cf7d317b2edf Mon Sep 17 00:00:00 2001 From: FoundryNet Date: Thu, 11 Jun 2026 12:13:03 -0700 Subject: [PATCH 044/128] Add MINT Protocol (mint-mcp) to Security --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..1036ed13a 100644 --- a/README.md +++ b/README.md @@ -2473,6 +2473,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [behrensd/mcp-firewall](https://github.com/behrensd/mcp-firewall) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud. - [Bichev/agentradar-mcp](https://github.com/Bichev/agentradar-mcp) [![Bichev/agentradar-mcp MCP server](https://glama.ai/mcp/servers/Bichev/agentradar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Bichev/agentradar-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - On-chain trust oracle for the ERC-8004 + x402 agent economy. 18 tools for verifying AI agents: 6-signal composite trust scoring (0-100), 272-wallet scam database, ERC-8004 identity lookup, EAS attestations on Base mainnet. x402-payable. Free `get_score` / `check_scam`. Live at [vvpro.ai](https://vvpro.ai) ยท npm [`@agentradar/mcp`](https://www.npmjs.com/package/@agentradar/mcp). - [Buggy1111/anonymize-mcp](https://github.com/Buggy1111/anonymize-mcp) [![Buggy1111/anonymize-mcp MCP server](https://glama.ai/mcp/servers/Buggy1111/anonymize-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Buggy1111/anonymize-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Anonymize PII and redact text for GDPR across Czech and 35+ languages. Real NLP via รšFAL/LINDAT (MasKIT + NameTag NER, not just regex), 80+ PII patterns, plus morphology, translation, and spellcheck. Czech-first, non-commercial. Install: `pip install anonymize-mcp`. +- [FoundryNet/mint-mcp](https://github.com/FoundryNet/mint-mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ–๏ธ - MINT Protocol โ€” universal work attestation for autonomous agents. Cryptographically attest, verify, rate, and discover agent work to build portable, on-chain trust and reputation across the agent economy. 6 tools. - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. - [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs. - [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more. From 5908f9f9473f2cd280ab1ab04aa824088c4ab455 Mon Sep 17 00:00:00 2001 From: FoundryNet Date: Thu, 11 Jun 2026 13:58:09 -0700 Subject: [PATCH 045/128] Add Glama score badge to FoundryNet Forge entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 863e4b446..90356f2ee 100644 --- a/README.md +++ b/README.md @@ -1316,7 +1316,7 @@ Provides access to documentation and shortcuts for working on embedded devices. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) ๐Ÿ“‡ ๐Ÿ“Ÿ - 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) ๐Ÿ ๐Ÿ“Ÿ ๐Ÿ  - 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) ๐ŸŽ๏ธ ๐Ÿ“Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ - MiSTerClaw โ€” 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. -- [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ“Ÿ ๐ŸŽ–๏ธ - Cross-OEM industrial machine intelligence โ€” normalize and query machine telemetry across Fanuc, Siemens, Haas, DMG Mori, and Mazak through one schema. 14 tools for telemetry normalization, coverage lookup, and edge attestation. +- [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) [![FoundryNet/forge-mcp MCP server](https://glama.ai/mcp/servers/FoundryNet/forge-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FoundryNet/forge-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ“Ÿ ๐ŸŽ–๏ธ - Cross-OEM industrial machine intelligence โ€” normalize and query machine telemetry across Fanuc, Siemens, Haas, DMG Mori, and Mazak through one schema. 14 tools for telemetry normalization, coverage lookup, and edge attestation. ### ๐ŸŽ“ Education From 5f524090a85d62b3f8b569e863c2de6479aea5c6 Mon Sep 17 00:00:00 2001 From: FoundryNet Date: Thu, 11 Jun 2026 13:59:22 -0700 Subject: [PATCH 046/128] Add Glama score badge to MINT Protocol entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1036ed13a..2a38d0deb 100644 --- a/README.md +++ b/README.md @@ -2473,7 +2473,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [behrensd/mcp-firewall](https://github.com/behrensd/mcp-firewall) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud. - [Bichev/agentradar-mcp](https://github.com/Bichev/agentradar-mcp) [![Bichev/agentradar-mcp MCP server](https://glama.ai/mcp/servers/Bichev/agentradar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Bichev/agentradar-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - On-chain trust oracle for the ERC-8004 + x402 agent economy. 18 tools for verifying AI agents: 6-signal composite trust scoring (0-100), 272-wallet scam database, ERC-8004 identity lookup, EAS attestations on Base mainnet. x402-payable. Free `get_score` / `check_scam`. Live at [vvpro.ai](https://vvpro.ai) ยท npm [`@agentradar/mcp`](https://www.npmjs.com/package/@agentradar/mcp). - [Buggy1111/anonymize-mcp](https://github.com/Buggy1111/anonymize-mcp) [![Buggy1111/anonymize-mcp MCP server](https://glama.ai/mcp/servers/Buggy1111/anonymize-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Buggy1111/anonymize-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Anonymize PII and redact text for GDPR across Czech and 35+ languages. Real NLP via รšFAL/LINDAT (MasKIT + NameTag NER, not just regex), 80+ PII patterns, plus morphology, translation, and spellcheck. Czech-first, non-commercial. Install: `pip install anonymize-mcp`. -- [FoundryNet/mint-mcp](https://github.com/FoundryNet/mint-mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ–๏ธ - MINT Protocol โ€” universal work attestation for autonomous agents. Cryptographically attest, verify, rate, and discover agent work to build portable, on-chain trust and reputation across the agent economy. 6 tools. +- [FoundryNet/mint-mcp](https://github.com/FoundryNet/mint-mcp) [![FoundryNet/mint-mcp MCP server](https://glama.ai/mcp/servers/FoundryNet/mint-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FoundryNet/mint-mcp) ๐Ÿ โ˜๏ธ ๐ŸŽ–๏ธ - MINT Protocol โ€” universal work attestation for autonomous agents. Cryptographically attest, verify, rate, and discover agent work to build portable, on-chain trust and reputation across the agent economy. 6 tools. - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. - [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs. - [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more. From 47fdb76e97cb0d56a3d32cf7be32a86c54e01148 Mon Sep 17 00:00:00 2001 From: beardfaceguy Date: Thu, 11 Jun 2026 20:53:53 -0700 Subject: [PATCH 047/128] Add Glama score badge for daimonos listing Required for awesome-mcp-servers PR merge checklist. Co-authored-by: Cursor --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d64eafade..42f3564b5 100644 --- a/README.md +++ b/README.md @@ -822,7 +822,7 @@ Tools and integrations that enhance the development workflow and environment man - [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) ๐Ÿ“‡ ๐Ÿ  - Analyze React code locally, generate docs / llm.txt for whole project at once - [back1ply/agent-skill-loader](https://github.com/back1ply/agent-skill-loader) ๐Ÿ“‡ ๐Ÿ  - 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) โ˜• ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. -- [beardfaceguy/daimonos](https://github.com/beardfaceguy/daimonos) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐Ÿง - Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. Native plugins for git, cargo, gh, and docker. Semantic output filtering, read deduplication, batch operations, and token analytics. Benchmarked 20-45% token savings. +- [beardfaceguy/daimonos](https://github.com/beardfaceguy/daimonos) [![beardfaceguy/daimonos MCP server](https://glama.ai/mcp/servers/beardfaceguy/daimonos/badges/score.svg)](https://glama.ai/mcp/servers/beardfaceguy/daimonos) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐Ÿง - Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. Native plugins for git, cargo, gh, and docker. Semantic output filtering, read deduplication, batch operations, and token analytics. Benchmarked 20-45% token savings. - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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/) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture โ€” not just files. - [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) โ˜๏ธ ๐Ÿ“‡ ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime. From 3438792e8ecdfd73a7d3f1bd7571bb6b88d2a49c Mon Sep 17 00:00:00 2001 From: OrygnsCode <38231263+OrygnsCode@users.noreply.github.com> Date: Thu, 11 Jun 2026 23:23:49 -0500 Subject: [PATCH 048/128] Add OrygnsCode/Omnicord --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..75ba2ebd7 100644 --- a/README.md +++ b/README.md @@ -646,6 +646,7 @@ Integration with communication platforms for message management and channel oper - [aeoess/mingle-mcp](https://github.com/aeoess/mingle-mcp) [![mingle-mcp MCP server](https://glama.ai/mcp/servers/aeoess/mingle-mcp/badges/score.svg)](https://glama.ai/mcp/servers/aeoess/mingle-mcp) ๐Ÿ“‡ โ˜๏ธ - Agent-to-agent networking. Your AI publishes what you need, matches with other people's agents, both humans approve before connecting. 6 tools, Ed25519 signed, shared network at api.aeoess.com. - [mouse114514/Xadeus-QQ-MCP](https://github.com/mouse114514/Xadeus-QQ-MCP) [![mouse114514/Xadeus-QQ-MCP MCP server](https://glama.ai/mcp/servers/mouse114514/Xadeus-QQ-MCP/badges/score.svg)](https://glama.ai/mcp/servers/mouse114514/Xadeus-QQ-MCP) ๐Ÿ ๐Ÿ  ๐ŸชŸ ๐Ÿง - QQ MCP Server โ€” connects to QQ via NapCatQQ (OneBot v11), giving AI agents direct control over QQ (send/receive messages, group management, auto-wake on incoming messages, and more). - [n24q02m/better-email-mcp](https://github.com/n24q02m/better-email-mcp) [![better-email-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/better-email-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/better-email-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - IMAP/SMTP email MCP server with App Passwords (no OAuth2). Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools: search, read, send, reply, forward. Multi-account support. +- [OrygnsCode/Omnicord](https://github.com/OrygnsCode/Omnicord) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Hands your AI an entire Discord server: 148 tools covering chat, moderation, automod, events, and full administration, up to building a complete community server from one paragraph. One-command guided setup, and every destructive action previews and waits for your confirmation. - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Telegram MCP server via MTProto/GramJS โ€” 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). From cd7845ea208c99e43129e1ebfc7cc1dd616cbfaa Mon Sep 17 00:00:00 2001 From: contradictory-body <165454089+contradictory-body@users.noreply.github.com> Date: Fri, 12 Jun 2026 12:26:49 +0800 Subject: [PATCH 049/128] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..3dfeeb49a 100644 --- a/README.md +++ b/README.md @@ -1819,6 +1819,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) ๐Ÿ ๐Ÿ  - 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. - [cachly-dev/cachly-mcp](https://github.com/cachly-dev/cachly-mcp) [![cachly-dev/cachly-mcp MCP server](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent AI memory brain for Claude Code, Cursor, Copilot, Windsurf, Cline & Zed. `session_start()` briefs your AI on last session, lessons, and open tasks in one call. 84 tools โ€” Team Brain, semantic BM25+ search, Team Telepathy, Ambient Git Learning, Memory Crystals, Analytics, and managed Valkey/Redis. `npx @cachly-dev/init` โ€” free tier, no credit card. [Website](https://cachly.dev) - [cdeust/Cortex](https://github.com/cdeust/Cortex) [![badge](https://glama.ai/mcp/servers/cdeust/Cortex/badge)](https://glama.ai/mcp/servers/cdeust/Cortex) ๐Ÿ ๐Ÿ  ๐ŸŽ - 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` +- [contradictory-body/cc-sensei](https://github.com/contradictory-body/cc-sensei) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps. - [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) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ - Shared knowledge base where AI agents exchange proven solutions โ€” 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From 66e41f991879f6f70f2989f83efb54c6859db414 Mon Sep 17 00:00:00 2001 From: Jonhnson Nakano Date: Fri, 12 Jun 2026 13:43:08 +0800 Subject: [PATCH 050/128] Add SagaPeak/artifacta-mcp to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..353a934a7 100644 --- a/README.md +++ b/README.md @@ -1942,6 +1942,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Full automation of Google NotebookLM โ€” 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. +- [SagaPeak/artifacta-mcp](https://github.com/SagaPeak/artifacta-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - The artifact store for AI agents. Every output your agents produce โ€” persisted, retrievable, shareable. Across runs, sessions, and tools. Session/agent metadata, content-hash dedup, expiring share links; 11 tools with path-confined uploads and destructive actions gated by default. TypeScript (`npx @artifacta-mcp/mcp`) and Python (`pipx run artifacta-mcp`). - [SaravananJaichandar/world-model-mcp](https://github.com/SaravananJaichandar/world-model-mcp) [![SaravananJaichandar/world-model-mcp MCP server](https://glama.ai/mcp/servers/SaravananJaichandar/world-model-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SaravananJaichandar/world-model-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Temporal knowledge graph for codebases. Captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook. 22 MCP tools, 9 SQLite databases with FTS5, supports Python/TypeScript/JavaScript/Solidity/Go/Rust/Java. Install via `pip install world-model-mcp`. - [sachitrafa/YourMemory](https://github.com/sachitrafa/YourMemory) [![sachitrafa/YourMemory MCP server](https://glama.ai/mcp/servers/sachitrafa/YourMemory/badges/score.svg)](https://glama.ai/mcp/servers/sachitrafa/YourMemory) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid BM25+vector retrieval, and entity graph for multi-hop reasoning. Memories auto-prune by importance and recall rate. Built-in browser dashboard, multi-agent support, and `yourmemory ask` for zero-API-call local queries. `pip install yourmemory` - [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) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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 a24707ac60d7dfb56a391c257d1642610caba818 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Benjamin=20Gaz=C3=A9?= Date: Fri, 12 Jun 2026 09:43:59 +0400 Subject: [PATCH 051/128] Add bgaze/snapstack-server to Browser Automation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..de1ea4f16 100644 --- a/README.md +++ b/README.md @@ -331,6 +331,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) ๐Ÿ - An MCP server for browser automation using Playwright - [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) ๐Ÿฆ€ Lightweight browser automation MCP server in Rust with zero dependencies. - [bch1212/agentfetch-mcp](https://github.com/bch1212/agentfetch-mcp) [![bch1212/agentfetch-mcp MCP server](https://glama.ai/mcp/servers/bch1212/agentfetch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bch1212/agentfetch-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina Reader, FireCrawl, and pypdf based on URL pattern. `estimate_tokens` before `fetch_url`, 6h Redis cache, server-side `max_tokens` truncation. Open source MCP server (MIT) plus hosted REST API at [agentfetch.dev](https://www.agentfetch.dev) โ€” 500 free fetches/mo, no card. +- [bgaze/snapstack-server](https://github.com/bgaze/snapstack-server) [![bgaze/snapstack-server MCP server](https://glama.ai/mcp/servers/bgaze/snapstack-server/badges/score.svg)](https://glama.ai/mcp/servers/bgaze/snapstack-server) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Pipe one-click browser-tab screenshots into any MCP client, 100% local โ€” a companion extension captures, the local server stacks them and serves them to your LLM on demand. - [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) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿ - An MCP python server using Playwright for browser automation,more suitable for llm - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) ๐ŸŽ–๏ธ ๐Ÿ“‡ - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) From de23d9a014a2157e188f39eca407ca7741bc28cc Mon Sep 17 00:00:00 2001 From: mafy Date: Fri, 12 Jun 2026 13:52:34 +0800 Subject: [PATCH 052/128] Add Glama score badge for cc-sensei --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3dfeeb49a..68f0e95f8 100644 --- a/README.md +++ b/README.md @@ -1819,7 +1819,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) ๐Ÿ ๐Ÿ  - 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. - [cachly-dev/cachly-mcp](https://github.com/cachly-dev/cachly-mcp) [![cachly-dev/cachly-mcp MCP server](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent AI memory brain for Claude Code, Cursor, Copilot, Windsurf, Cline & Zed. `session_start()` briefs your AI on last session, lessons, and open tasks in one call. 84 tools โ€” Team Brain, semantic BM25+ search, Team Telepathy, Ambient Git Learning, Memory Crystals, Analytics, and managed Valkey/Redis. `npx @cachly-dev/init` โ€” free tier, no credit card. [Website](https://cachly.dev) - [cdeust/Cortex](https://github.com/cdeust/Cortex) [![badge](https://glama.ai/mcp/servers/cdeust/Cortex/badge)](https://glama.ai/mcp/servers/cdeust/Cortex) ๐Ÿ ๐Ÿ  ๐ŸŽ - 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` -- [contradictory-body/cc-sensei](https://github.com/contradictory-body/cc-sensei) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps. +- [contradictory-body/cc-sensei](https://github.com/contradictory-body/cc-sensei) [![contradictory-body/cc-sensei MCP server](https://glama.ai/mcp/servers/contradictory-body/cc-sensei/badge/score.svg)](https://glama.ai/mcp/servers/contradictory-body/cc-sensei) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps. - [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) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ - Shared knowledge base where AI agents exchange proven solutions โ€” 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From a3a046ac1f0ed94880bdfa27ecaf23279726e5d0 Mon Sep 17 00:00:00 2001 From: Du Tran Date: Fri, 12 Jun 2026 13:44:54 +0700 Subject: [PATCH 053/128] Add phuocdu/agentpay-vn to Finance & Fintech VietQR payment MCP server + Python SDK for AI agents in Vietnam. Non-custodial bank-rail payments (not crypto/x402). --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..e33cb64f6 100644 --- a/README.md +++ b/README.md @@ -1719,6 +1719,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [michalperni11-gif/secfinapi-mcp](https://github.com/michalperni11-gif/secfinapi-mcp) [![michalperni11-gif/secfinapi-mcp MCP server](https://glama.ai/mcp/servers/michalperni11-gif/secfinapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/michalperni11-gif/secfinapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Standardized SEC EDGAR financial data โ€” income statements, balance sheets, cash flow and 40+ ratios for every US public company, normalized from raw XBRL. Install with `npx secfinapi-mcp`. - [namixai/signer-mcp](https://github.com/namixai/signer-mcp) [![namixai/signer-mcp MCP server](https://glama.ai/mcp/servers/namixai/signer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/namixai/signer-mcp) ๐Ÿ“‡ โ˜๏ธ - Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyperliquid, Asterdex). Signing keys never leave an AWS Nitro Enclave (attested PCR0); agents receive policy-bounded signatures, not credentials. Built to survive prompt injection and supply-chain key leaks. 5 tools, stdio. Install with `npx -y @usenami/signer-mcp`. - [JeongSeongMok/tossinvest-openapi-mcp](https://github.com/JeongSeongMok/tossinvest-openapi-mcp) [![JeongSeongMok/tossinvest-openapi-mcp MCP server](https://glama.ai/mcp/servers/JeongSeongMok/tossinvest-openapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/JeongSeongMok/tossinvest-openapi-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Explore and integrate the Toss Securities (ํ† ์Šค์ฆ๊ถŒ) Open API โ€” browse endpoints & schemas, follow integration guides, and generate curl/TypeScript/Python code samples. Read-only documentation server, no credentials required. `npx -y tossinvest-openapi-mcp` +- [phuocdu/agentpay-vn](https://github.com/phuocdu/agentpay-vn) ๐Ÿ โ˜๏ธ - VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send it to the user, and auto-confirm settlement from the bank feed. Non-custodial โ€” money flows directly to the merchant's bank account, never held by the platform. `pip install agentpay-vn`, ships an MCP server for Claude Desktop/Code. ### ๐ŸŽฎ Gaming From 62d5d0f9a29dd579558a220471741791a325080c Mon Sep 17 00:00:00 2001 From: Wei Zhou Date: Fri, 12 Jun 2026 14:51:35 +0800 Subject: [PATCH 054/128] Add zw008/VMware-NSX --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..c908e23a7 100644 --- a/README.md +++ b/README.md @@ -471,6 +471,7 @@ Cloud platform service integration. Enables management and interaction with clou - [zw008/VMware-AIops](https://github.com/zw008/VMware-AIops) [![zw008/vmware-aiops MCP server](https://glama.ai/mcp/servers/zw008/vmware-aiops/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-aiops) ๐Ÿ โ˜๏ธ - VMware vSphere/vCenter management โ€” VM lifecycle (create/clone/delete/migrate), deployment, Guest Operations, snapshots, and cluster operations. 41 tools with double-confirmation gates, dry-run mode, and SQLite-WAL audit logging for destructive operations. - [zw008/VMware-AVI](https://github.com/zw008/VMware-AVI) [![zw008/vmware-avi MCP server](https://glama.ai/mcp/servers/zw008/vmware-avi/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-avi) ๐Ÿ โ˜๏ธ - VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. 29 tools across virtual services, pools, analytics metrics, and AKO lifecycle (restart/upgrade/force-resync) with double-confirmation for destructive ops. - [zw008/VMware-Monitor](https://github.com/zw008/VMware-Monitor) [![zw008/vmware-monitor MCP server](https://glama.ai/mcp/servers/zw008/vmware-monitor/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-monitor) ๐Ÿ โ˜๏ธ - Read-only VMware vSphere/vCenter monitoring โ€” inventory, alarms, events, host health, VM info, and snapshot listing. 8 strictly read-only tools with code-level zero-destructive guarantee (validated by test fixtures). +- [zw008/VMware-NSX](https://github.com/zw008/VMware-NSX) [![zw008/vmware-nsx MCP server](https://glama.ai/mcp/servers/zw008/vmware-nsx/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-nsx) ๐Ÿ โ˜๏ธ - VMware NSX network management โ€” Segments, Tier-0/Tier-1 Gateways, NAT rules, static/BGP routing, and IPAM pools. 33 tools with dry-run preview, port-count safety checks, and double-confirmation for delete operations. - [zw008/VMware-NSX-Security](https://github.com/zw008/VMware-NSX-Security) [![zw008/vmware-nsx-security MCP server](https://glama.ai/mcp/servers/zw008/vmware-nsx-security/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-nsx-security) ๐Ÿ โ˜๏ธ - VMware NSX security โ€” Distributed Firewall policies/rules, Security Groups, Traceflow troubleshooting, and IDS/IPS profiles. 20 tools with active-rule checks before policy deletion and reference-count validation for security groups. - [zw008/VMware-Storage](https://github.com/zw008/VMware-Storage) [![zw008/vmware-storage MCP server](https://glama.ai/mcp/servers/zw008/vmware-storage/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-storage) ๐Ÿ โ˜๏ธ - VMware vSphere storage management โ€” datastores (NFS/VMFS), iSCSI software adapter and dynamic targets, and vSAN cluster operations. 11 tools with dry-run preview and double-confirmation for iSCSI configuration changes. - [zw008/VMware-VKS](https://github.com/zw008/VMware-VKS) [![zw008/vmware-vks MCP server](https://glama.ai/mcp/servers/zw008/vmware-vks/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-vks) ๐Ÿ โ˜๏ธ - VMware Tanzu / vSphere Kubernetes Service โ€” Supervisor cluster, Namespace, and TKC (Tanzu Kubernetes Cluster) lifecycle management. 20 tools with dry-run mode, kubeconfig export, and double-confirmation for namespace/TKC deletion. From dc6a08ee3c0f6fe93942d9b72faaea5df973fabb Mon Sep 17 00:00:00 2001 From: phuocdu Date: Fri, 12 Jun 2026 14:18:47 +0700 Subject: [PATCH 055/128] Add Glama score badge to phuocdu/agentpay-vn entry Co-Authored-By: Claude Opus 4.8 (1M context) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e33cb64f6..0899be1b3 100644 --- a/README.md +++ b/README.md @@ -1719,7 +1719,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [michalperni11-gif/secfinapi-mcp](https://github.com/michalperni11-gif/secfinapi-mcp) [![michalperni11-gif/secfinapi-mcp MCP server](https://glama.ai/mcp/servers/michalperni11-gif/secfinapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/michalperni11-gif/secfinapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Standardized SEC EDGAR financial data โ€” income statements, balance sheets, cash flow and 40+ ratios for every US public company, normalized from raw XBRL. Install with `npx secfinapi-mcp`. - [namixai/signer-mcp](https://github.com/namixai/signer-mcp) [![namixai/signer-mcp MCP server](https://glama.ai/mcp/servers/namixai/signer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/namixai/signer-mcp) ๐Ÿ“‡ โ˜๏ธ - Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyperliquid, Asterdex). Signing keys never leave an AWS Nitro Enclave (attested PCR0); agents receive policy-bounded signatures, not credentials. Built to survive prompt injection and supply-chain key leaks. 5 tools, stdio. Install with `npx -y @usenami/signer-mcp`. - [JeongSeongMok/tossinvest-openapi-mcp](https://github.com/JeongSeongMok/tossinvest-openapi-mcp) [![JeongSeongMok/tossinvest-openapi-mcp MCP server](https://glama.ai/mcp/servers/JeongSeongMok/tossinvest-openapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/JeongSeongMok/tossinvest-openapi-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Explore and integrate the Toss Securities (ํ† ์Šค์ฆ๊ถŒ) Open API โ€” browse endpoints & schemas, follow integration guides, and generate curl/TypeScript/Python code samples. Read-only documentation server, no credentials required. `npx -y tossinvest-openapi-mcp` -- [phuocdu/agentpay-vn](https://github.com/phuocdu/agentpay-vn) ๐Ÿ โ˜๏ธ - VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send it to the user, and auto-confirm settlement from the bank feed. Non-custodial โ€” money flows directly to the merchant's bank account, never held by the platform. `pip install agentpay-vn`, ships an MCP server for Claude Desktop/Code. +- [phuocdu/agentpay-vn](https://github.com/phuocdu/agentpay-vn) [![phuocdu/agentpay-vn MCP server](https://glama.ai/mcp/servers/phuocdu/agentpay-vn/badges/score.svg)](https://glama.ai/mcp/servers/phuocdu/agentpay-vn) ๐Ÿ โ˜๏ธ - VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send it to the user, and auto-confirm settlement from the bank feed. Non-custodial โ€” money flows directly to the merchant's bank account, never held by the platform. `pip install agentpay-vn`, ships an MCP server for Claude Desktop/Code. ### ๐ŸŽฎ Gaming From 9799574b001fcece60090c9aeea3aecb08273b8b Mon Sep 17 00:00:00 2001 From: Helbert Paranhos <158846921+helbertparanhos@users.noreply.github.com> Date: Fri, 12 Jun 2026 14:50:34 -0300 Subject: [PATCH 056/128] feat: add helbertparanhos/n8n-pro-mcp to Workplace & Productivity --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..baed354d0 100644 --- a/README.md +++ b/README.md @@ -2782,6 +2782,7 @@ Interact with Git repositories and version control platforms. Enables repository - [foxintheloop/UpTier](https://github.com/foxintheloop/UpTier) ๐Ÿ“‡ ๐Ÿ  ๐ŸชŸ - Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows. - [getalai/alai-mcp-server](https://github.com/getalai/alai-mcp-server) [![Alai MCP server](https://glama.ai/mcp/servers/getalai/Alai/badges/score.svg)](https://glama.ai/mcp/servers/getalai/Alai) ๐Ÿ โ˜๏ธ ๐ŸŽ–๏ธ - Generate, edit, and export high quality presentations with AI to PDF, PPTX, or a shareable link. - [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on. +- [helbertparanhos/n8n-pro-mcp](https://github.com/helbertparanhos/n8n-pro-mcp) [![n8n-pro-mcp MCP server](https://glama.ai/mcp/servers/helbertparanhos/n8n-pro-mcp/badges/score.svg)](https://glama.ai/mcp/servers/helbertparanhos/n8n-pro-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Full-instance management for self-hosted n8n including queue mode: workflows, executions, tags, credentials, variables, projects, users, security audit and health monitoring (51 tools). - [HuntsDesk/ve-gws](https://github.com/HuntsDesk/ve-gws) [![HuntsDesk/ve-gws MCP server](https://glama.ai/mcp/servers/HuntsDesk/ve-gws/badges/score.svg)](https://glama.ai/mcp/servers/HuntsDesk/ve-gws) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - VE Google Workspace MCP. Fork of [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) with 28 authoring-focused tools on top (deeper Slides automation, native markdown-to-Docs rendering with smart chips, Sheets data validation + named ranges + range protection, recursive Drive folder copy, revision history). 822 tests pass. Companion to [HuntsDesk/ve-kit](https://github.com/HuntsDesk/ve-kit). - [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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From 5b3516c9f680eb30467a4ac65ae8f4afc5d84ee5 Mon Sep 17 00:00:00 2001 From: Zoltan Nagy <34940821+zashboy@users.noreply.github.com> Date: Fri, 12 Jun 2026 20:17:44 +0100 Subject: [PATCH 057/128] Add zb-ss/servonaut to Command Line --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..970127fd0 100644 --- a/README.md +++ b/README.md @@ -573,6 +573,7 @@ Run commands, capture output and otherwise interact with shells and command line - [LukeLamb/claude-terminal-mcp](https://github.com/LukeLamb/claude-terminal-mcp) [![LukeLamb/claude-terminal-mcp MCP server](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp) ๐Ÿ“‡ ๐Ÿ  ๐Ÿง ๐ŸŽ - Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macOS. Zero npm deps, pure Node. - [HasanJahidul/terminal-history-mcp](https://github.com/HasanJahidul/terminal-history-mcp) [![HasanJahidul/terminal-history-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert. Captures cwd / exit code / duration via opt-in shell hook. Tools: `search_history`, `recent_in_dir`, `failed_commands`, `command_chains`, `reindex`. - [HasanJahidul/localhost-mcp](https://github.com/HasanJahidul/localhost-mcp) [![localhost-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Inspect, manage, and kill local dev servers. Lists what's listening on each port (pid, framework, project, uptime, memory, cpu), diagnoses port conflicts with free alternatives nearby, finds zombie processes, and kills by pid or port with a dry-run default. +- [zb-ss/servonaut](https://github.com/zb-ss/servonaut) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐Ÿง - Manage AWS EC2, Hetzner, OVH and custom SSH servers: run commands, fetch logs, CloudWatch/CloudTrail queries, fleet health snapshots, IP banning, S3 โ€” with readonly/standard/dangerous guard tiers and a JSONL audit trail. ### ๐Ÿ’ฌ Communication From 033f93ad4d09050b963bb9470227435346af5134 Mon Sep 17 00:00:00 2001 From: Rajdeep Mondal Date: Sat, 13 Jun 2026 02:10:11 +0530 Subject: [PATCH 058/128] Add WHOOP server (rajdeepmondaldotcom/whoop-mcp-server) to Sports --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..c858f12de 100644 --- a/README.md +++ b/README.md @@ -2653,6 +2653,7 @@ Tools for accessing sports-related data, results, and statistics. - [proplineapi/propline-mcp](https://github.com/proplineapi/propline-mcp) [![proplineapi/propline-mcp MCP server](https://glama.ai/mcp/servers/proplineapi/propline-mcp/badges/score.svg)](https://glama.ai/mcp/servers/proplineapi/propline-mcp) ๐Ÿ“‡ โ˜๏ธ - Live sports betting odds, cross-book +EV, and graded prop resolution (every Over/Under settled against real box scores) across 13 sportsbooks for MLB, NBA, NHL, NFL, soccer, and UFC. the-odds-api compatible; free tier, no card. - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs +- [rajdeepmondaldotcom/whoop-mcp-server](https://github.com/rajdeepmondaldotcom/whoop-mcp-server) [![rajdeepmondaldotcom/whoop-mcp-server MCP server](https://glama.ai/mcp/servers/rajdeepmondaldotcom/whoop-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/rajdeepmondaldotcom/whoop-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, lag-aware correlations, training load, and full-history export. Demo mode needs no WHOOP account; one-command setup for Claude, Cursor, and VS Code. - [RobSpectre/mvf1](https://github.com/RobSpectre/mvf1) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI sports betting picks, odds, injuries & line movement for NBA, NHL, NCAAB and MLB giving you visual bet slip cards with edges. From 477a85ed5083537616312920586903c6307f90f2 Mon Sep 17 00:00:00 2001 From: Shaya Shaviv Date: Sat, 13 Jun 2026 06:19:22 +0700 Subject: [PATCH 059/128] Add shayaShav/flatten-mcp to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..05d3b2ec1 100644 --- a/README.md +++ b/README.md @@ -1154,6 +1154,7 @@ Tools and integrations that enhance the development workflow and environment man - [SegfaultSorcerer/heap-seance](https://github.com/SegfaultSorcerer/heap-seance) [![heap-seance MCP server](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance/badges/score.svg)](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics. - [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿง ๐ŸŽ ๐ŸชŸ - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box. - [shadcn/studio MCP](https://shadcnstudio.com/mcp) - Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio. +- [shayaShav/flatten-mcp](https://github.com/shayaShav/flatten-mcp) - Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower token count instead of lossy compaction. - [SimplyLiz/CodeMCP](https://github.com/SimplyLiz/CodeMCP) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing. - [simplypixi/bugbug-mcp-server](https://github.com/simplypixi/bugbug-mcp-server) โ˜๏ธ - MCP for BugBug API, to manage test and suites on BugBug - [skullzarmy/vibealive](https://github.com/skullzarmy/vibealive) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง โ€” Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants. From 0ac39d374d1eb5dcc7b7a654e4fb000f73fac4e6 Mon Sep 17 00:00:00 2001 From: Shaya Shaviv Date: Sat, 13 Jun 2026 06:34:04 +0700 Subject: [PATCH 060/128] Add required emoji tags to flatten-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 05d3b2ec1..da02e195e 100644 --- a/README.md +++ b/README.md @@ -1154,7 +1154,7 @@ Tools and integrations that enhance the development workflow and environment man - [SegfaultSorcerer/heap-seance](https://github.com/SegfaultSorcerer/heap-seance) [![heap-seance MCP server](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance/badges/score.svg)](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics. - [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿง ๐ŸŽ ๐ŸชŸ - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box. - [shadcn/studio MCP](https://shadcnstudio.com/mcp) - Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio. -- [shayaShav/flatten-mcp](https://github.com/shayaShav/flatten-mcp) - Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower token count instead of lossy compaction. +- [shayaShav/flatten-mcp](https://github.com/shayaShav/flatten-mcp) ๐Ÿ“‡ ๐Ÿ  - Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower token count instead of lossy compaction. - [SimplyLiz/CodeMCP](https://github.com/SimplyLiz/CodeMCP) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing. - [simplypixi/bugbug-mcp-server](https://github.com/simplypixi/bugbug-mcp-server) โ˜๏ธ - MCP for BugBug API, to manage test and suites on BugBug - [skullzarmy/vibealive](https://github.com/skullzarmy/vibealive) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง โ€” Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants. From 38f5f1b3e1725bf5199ee41494c6b6323d175798 Mon Sep 17 00:00:00 2001 From: Alisammour Date: Fri, 12 Jun 2026 21:50:46 -0700 Subject: [PATCH 061/128] Add Alisammour/storyflo-mcp to Search & Data Extraction MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Curated audio-news + market-aware news signal MCP server. 8 tools (7 free + 1 x402-paid). The market-signal surface uses Kalshi event contracts as INPUT to story selection โ€” exposes only qualitative signal tags (active / high_velocity / genuine_uncertainty) plus a link-out to Kalshi's own page; raw probabilities, prices, volumes, and open interest stay internal (counsel-reviewed compliance posture, CI-enforced banned-vocab regression test). Live MCP Registry entry: io.github.Alisammour/storyflo-mcp npm: https://npmjs.com/package/storyflo-mcp Endpoint: https://api.storyflo.com/mcp/v1 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..11b30f77d 100644 --- a/README.md +++ b/README.md @@ -2276,6 +2276,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### ๐Ÿ”Ž Search & Data Extraction - [AIweather-Anurag/ottasia-mcp-server](https://github.com/AIweather-Anurag/ottasia-mcp-server) [![AIweather-Anurag/ottasia-mcp-server MCP server](https://glama.ai/mcp/servers/AIweather-Anurag/ottasia-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/AIweather-Anurag/ottasia-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). `npx -y @ottasia/mcp-server` +- [Alisammour/storyflo-mcp](https://github.com/Alisammour/storyflo-mcp) [![Alisammour/storyflo-mcp MCP server](https://glama.ai/mcp/servers/Alisammour/storyflo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Alisammour/storyflo-mcp) ๐Ÿ“‡ โ˜๏ธ - Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via `npx -y storyflo-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) ๐Ÿ“‡ ๐Ÿ  - YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`. - [scavio-ai/scavio-mcp](https://github.com/scavio-ai/scavio-mcp) [![scavio-ai/scavio-mcp MCP server](https://glama.ai/mcp/servers/scavio-ai/scavio-mcp/badges/score.svg)](https://glama.ai/mcp/servers/scavio-ai/scavio-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, Reddit, and TikTok through one endpoint. 21 tools for web search, e-commerce, product data, social media, and video platforms. Free tier included. - [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) ๐Ÿ“‡ ๐Ÿ  - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. From de6da0da72849a43ef4af070266bbc1785ed2d01 Mon Sep 17 00:00:00 2001 From: Jamie Partridge Date: Sat, 13 Jun 2026 06:30:47 +0000 Subject: [PATCH 062/128] Add posteverywhere/mcp under Social Media Hosted MCP server for scheduling and publishing across 11 social platforms with 32 tools. Placed alphabetically in the Social Media category. Co-Authored-By: Claude Fable 5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..7d6f00b16 100644 --- a/README.md +++ b/README.md @@ -2618,6 +2618,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [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) ๐Ÿ“‡ โ˜๏ธ - Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform โ€” 57 tools for publishing, comments, insights, hashtags, DMs, and token management. - [mobileshop9991-star/clipwise-mcp](https://github.com/mobileshop9991-star/clipwise-mcp) [![mobileshop9991-star/clipwise-mcp MCP server](https://glama.ai/mcp/servers/@mobileshop9991-star/clipwise-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mobileshop9991-star/clipwise-mcp) ๐Ÿ“‡ โ˜๏ธ - AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels). Three tools โ€” viral TikTok trend search across 20+ countries, service info, and use-case scenarios for video analysis, competitor research, and content strategy. Install: `npx -y clipwise-mcp-server`. Free plan at tryclipwise.com. - [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) ๐Ÿ“‡ โ˜๏ธ - 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. +- [posteverywhere/mcp](https://github.com/posteverywhere/mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Hosted MCP server to schedule and publish across 11 social platforms (Instagram, LinkedIn, TikTok, X, YouTube, Facebook, Threads, Pinterest, Bluesky, Discord, Telegram). 32 tools covering posts, campaigns, bulk operations, media, analytics, webhooks, and AI captions. Connect with one URL, or run locally via `npx -y @posteverywhere/mcp`. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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 โ€” all without leaving your AI client. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. From 564445c5b0d836bb82e58fe59bc04fa86dd61b67 Mon Sep 17 00:00:00 2001 From: Vel Yanchina Date: Sat, 13 Jun 2026 22:29:38 +1000 Subject: [PATCH 063/128] Add velyan/pdf-card-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..7550a2fab 100644 --- a/README.md +++ b/README.md @@ -1389,6 +1389,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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`). - [colapsis/transfa](https://github.com/colapsis/transfa) [![transfa MCP server](https://glama.ai/mcp/servers/colapsis/transfa/badges/score.svg)](https://glama.ai/mcp/servers/colapsis/transfa) ๐Ÿ“‡ โ˜๏ธ - Ephemeral file transfer for AI agents and CI/CD pipelines โ€” upload any file, get a SHA-256-verified, TTL-enforced link. 4 tools: upload, file_info, list_uploads, delete_upload. Zero-config via `npx -y transfa-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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison. +- [velyan/pdf-card-mcp](https://github.com/velyan/pdf-card-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing. - [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDALโ„ข - [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for accessing VS Code/Cursor Local History From 86428f16c3c20b196ab697a672ddd118d25a45dc Mon Sep 17 00:00:00 2001 From: Simon P Date: Sun, 14 Jun 2026 02:37:09 +0700 Subject: [PATCH 064/128] Add antics to Gaming --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..5e395c336 100644 --- a/README.md +++ b/README.md @@ -1725,6 +1725,7 @@ Provides direct access to local file systems with configurable permissions. Enab 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) ๐Ÿ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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 (ๅŒไบบๅ‰ตไฝœ) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. +- [antics](https://antics.gg) ๐Ÿ“‡ โ˜๏ธ - Deploy a single-file HTML game to a shareable multiplayer URL with rooms, state sync, and leaderboards. No backend or player accounts. - [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) #๏ธ ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ - Remote-control Unity Editor from any AI IDE via file-based IPC โ€” 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. - [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) #๏ธโƒฃ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Native C# MCP server for Godot Engine โ€” 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) #๏ธโƒฃ ๐Ÿ  - MCP Server for Unity3d Game Engine integration for game development From d9a67ee4bf7b4034a18bdf31efbeb05093aeceea Mon Sep 17 00:00:00 2001 From: omniologynow-rgb Date: Sat, 13 Jun 2026 18:33:52 -0400 Subject: [PATCH 065/128] Add omniologynow-rgb/mcp-server to README Live AI agent contest platform on Solana mainnet. USDC payouts via on-chain Anchor smart contract. ART, STORY, JOKE tracks. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 242010380..e7b10b8c0 100644 --- a/README.md +++ b/README.md @@ -1757,6 +1757,7 @@ Integration with gaming related data, game engines, and services - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input mapping, and signals. - [NAJEMWEHBE/unreal-ai-connection](https://github.com/NAJEMWEHBE/unreal-ai-connection) [![NAJEMWEHBE/unreal-ai-connection MCP server](https://glama.ai/mcp/servers/NAJEMWEHBE/unreal-ai-connection/badges/score.svg)](https://glama.ai/mcp/servers/NAJEMWEHBE/unreal-ai-connection) ๐ŸŒŠ ๐Ÿ ๐Ÿ  ๐ŸชŸ - Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket โ€” 105 editor-automation tools (72 native C++ + 33 bridge-side). Native C++ plugin + thin Python bridge, ~50ms round-trips. 498 tests, MIT. +- [omniologynow-rgb/mcp-server](https://github.com/omniologynow-rgb/mcp-server) ๐Ÿ“‡ โ˜๏ธ - Live AI agent contest platform on Solana mainnet. Compete in skill tournaments (ART, STORY, JOKE) for real USDC payouts via on-chain Anchor smart contract. - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) @@ -1771,6 +1772,7 @@ Integration with gaming related data, game engines, and services - [tomholford/mcp-tic-tac-toe](https://github.com/tomholford/mcp-tic-tac-toe) ๐ŸŽ๏ธ ๐Ÿ  - 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. +- ### ๐Ÿ  Home Automation From 25576ce250c3523a92c39ef1d5349f1eaa0bf648 Mon Sep 17 00:00:00 2001 From: adan Date: Sat, 13 Jun 2026 16:59:17 -0700 Subject: [PATCH 066/128] Add adanb13/cirdan to Monitoring --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..b64e56769 100644 --- a/README.md +++ b/README.md @@ -2105,6 +2105,7 @@ Tools for creating and editing marketing content, working with web meta data, pr Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. +- [adanb13/cirdan](https://github.com/adanb13/cirdan) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI infrastructure cartographer & MCP server: fingerprints, graphs, and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents. - [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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ - 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. - [antonio-mello-ai/mcp-redis-monitor](https://github.com/antonio-mello-ai/mcp-redis-monitor) [![antonio-mello-ai/mcp-redis-monitor MCP server](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-redis-monitor/badges/score.svg)](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-redis-monitor) ๐Ÿ ๐Ÿ  - Read-only Redis monitoring โ€” queue depths by type, Celery queue status, connected clients, server/memory stats, and key counts per database. 5 tools, built with FastMCP. Install: `uvx mcp-redis-monitor`. From 60ecb526c333d1c8b11564e5d275a43d69108bc4 Mon Sep 17 00:00:00 2001 From: Vel Yanchina Date: Sun, 14 Jun 2026 10:08:19 +1000 Subject: [PATCH 067/128] Add Glama badge for pdf-card-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7550a2fab..bca304c19 100644 --- a/README.md +++ b/README.md @@ -1389,7 +1389,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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`). - [colapsis/transfa](https://github.com/colapsis/transfa) [![transfa MCP server](https://glama.ai/mcp/servers/colapsis/transfa/badges/score.svg)](https://glama.ai/mcp/servers/colapsis/transfa) ๐Ÿ“‡ โ˜๏ธ - Ephemeral file transfer for AI agents and CI/CD pipelines โ€” upload any file, get a SHA-256-verified, TTL-enforced link. 4 tools: upload, file_info, list_uploads, delete_upload. Zero-config via `npx -y transfa-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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison. -- [velyan/pdf-card-mcp](https://github.com/velyan/pdf-card-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing. +- [velyan/pdf-card-mcp](https://github.com/velyan/pdf-card-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing. [![velyan/pdf-card-mcp MCP server](https://glama.ai/mcp/servers/velyan/pdf-card-mcp/badges/score.svg)](https://glama.ai/mcp/servers/velyan/pdf-card-mcp) - [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDALโ„ข - [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for accessing VS Code/Cursor Local History From 4fb366ccefa880e94d4a5b70eec5be8f9edba09f Mon Sep 17 00:00:00 2001 From: TheSameAbramovych Date: Sun, 14 Jun 2026 03:30:11 +0300 Subject: [PATCH 068/128] Add TheSameAbramovych/qmailing-mcp-server (email for AI agents) to Communication --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..c907c4270 100644 --- a/README.md +++ b/README.md @@ -618,6 +618,7 @@ Integration with communication platforms for message management and channel oper - [iprashantraj/mcp-discord-bridge](https://github.com/iprashantraj/mcp-discord-bridge) [![iprashantraj/mcp-discord-bridge MCP server](https://glama.ai/mcp/servers/iprashantraj/mcp-discord-bridge/badges/score.svg)](https://glama.ai/mcp/servers/iprashantraj/mcp-discord-bridge) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Discord MCP server with 46 tools for channels, messages, forums, webhooks, members, roles, threads, and moderation. Zero-install via `npx -y mcp-discord-bridge`. Also runs as a standalone bot with slash commands. - [sethbang/proton-mail-mcp](https://github.com/sethbang/proton-mail-mcp) [![proton-mail-mcp MCP server](https://glama.ai/mcp/servers/sethbang/proton-mail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sethbang/proton-mail-mcp) ๐Ÿ“‡ ๐Ÿ  - Unofficial Proton Mail MCP server โ€” send, read, search, and organize email over SMTP and IMAP (via Proton Mail Bridge). Bulk ops with dry-run previews, read-only mode, and Trash-by-default deletes. Not affiliated with Proton AG. - [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) ๐Ÿ“‡ โ˜๏ธ - Manage Inxmail Commerce transactional emails โ€” events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking. +- [TheSameAbramovych/qmailing-mcp-server](https://github.com/TheSameAbramovych/qmailing-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI agents read & send email, manage mailboxes, custom domains and webhooks via the QMailing API (npm stdio + hosted OAuth connector). - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ ๐Ÿ  - 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. From 7396d57b10c9a33569f05de26a55ce4dfd7ea046 Mon Sep 17 00:00:00 2001 From: TheSameAbramovych <92108412+TheSameAbramovych@users.noreply.github.com> Date: Sun, 14 Jun 2026 04:35:14 +0300 Subject: [PATCH 069/128] Add Glama score badge for qmailing-mcp-server (per maintainer request) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c907c4270..b25e86ea7 100644 --- a/README.md +++ b/README.md @@ -618,7 +618,7 @@ Integration with communication platforms for message management and channel oper - [iprashantraj/mcp-discord-bridge](https://github.com/iprashantraj/mcp-discord-bridge) [![iprashantraj/mcp-discord-bridge MCP server](https://glama.ai/mcp/servers/iprashantraj/mcp-discord-bridge/badges/score.svg)](https://glama.ai/mcp/servers/iprashantraj/mcp-discord-bridge) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Discord MCP server with 46 tools for channels, messages, forums, webhooks, members, roles, threads, and moderation. Zero-install via `npx -y mcp-discord-bridge`. Also runs as a standalone bot with slash commands. - [sethbang/proton-mail-mcp](https://github.com/sethbang/proton-mail-mcp) [![proton-mail-mcp MCP server](https://glama.ai/mcp/servers/sethbang/proton-mail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sethbang/proton-mail-mcp) ๐Ÿ“‡ ๐Ÿ  - Unofficial Proton Mail MCP server โ€” send, read, search, and organize email over SMTP and IMAP (via Proton Mail Bridge). Bulk ops with dry-run previews, read-only mode, and Trash-by-default deletes. Not affiliated with Proton AG. - [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) ๐Ÿ“‡ โ˜๏ธ - Manage Inxmail Commerce transactional emails โ€” events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking. -- [TheSameAbramovych/qmailing-mcp-server](https://github.com/TheSameAbramovych/qmailing-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI agents read & send email, manage mailboxes, custom domains and webhooks via the QMailing API (npm stdio + hosted OAuth connector). +- [TheSameAbramovych/qmailing-mcp-server](https://github.com/TheSameAbramovych/qmailing-mcp-server) [![TheSameAbramovych/qmailing-mcp-server MCP server](https://glama.ai/mcp/servers/TheSameAbramovych/qmailing-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/TheSameAbramovych/qmailing-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI agents read & send email, manage mailboxes, custom domains and webhooks via the QMailing API (npm stdio + hosted OAuth connector). - [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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ ๐Ÿ  - 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. From 9b5d0d2386807820beccfedb99a6f87dc423e7bc Mon Sep 17 00:00:00 2001 From: Simon P Date: Sun, 14 Jun 2026 12:56:21 +0700 Subject: [PATCH 070/128] Point antics entry at GitHub repo and add Glama badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5e395c336..85d2a1ab1 100644 --- a/README.md +++ b/README.md @@ -1725,7 +1725,7 @@ Provides direct access to local file systems with configurable permissions. Enab 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) ๐Ÿ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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 (ๅŒไบบๅ‰ตไฝœ) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. -- [antics](https://antics.gg) ๐Ÿ“‡ โ˜๏ธ - Deploy a single-file HTML game to a shareable multiplayer URL with rooms, state sync, and leaderboards. No backend or player accounts. +- [antics-gg/antics-mcp](https://github.com/antics-gg/antics-mcp) [![antics-gg/antics-mcp MCP server](https://glama.ai/mcp/servers/antics-gg/antics-mcp/badges/score.svg)](https://glama.ai/mcp/servers/antics-gg/antics-mcp) ๐Ÿ“‡ โ˜๏ธ - Deploy a single-file HTML game to a shareable multiplayer URL with rooms, state sync, and leaderboards. No backend or player accounts. - [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) #๏ธ ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ - Remote-control Unity Editor from any AI IDE via file-based IPC โ€” 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. - [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) #๏ธโƒฃ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Native C# MCP server for Godot Engine โ€” 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) #๏ธโƒฃ ๐Ÿ  - MCP Server for Unity3d Game Engine integration for game development From a733a411af5af7b15a0348577659daac3abab2fb Mon Sep 17 00:00:00 2001 From: Rul1an Date: Sun, 14 Jun 2026 08:46:13 +0200 Subject: [PATCH 071/128] Add Rul1an/assay to Security Policy-as-code gate for MCP: a fail-closed proxy that denies risky tool calls before they run, emits offline-verifiable evidence bundles, and enforces IPv4/TCP egress in-kernel via eBPF/LSM and Landlock on Linux. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..c3d8bc753 100644 --- a/README.md +++ b/README.md @@ -2544,6 +2544,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [radareorg/r2mcp](https://github.com/radareorg/radare2-mcp) ๐ŸŽ๐ŸชŸ๐Ÿง๐Ÿ ๐ŸŒŠ - MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering. - [rev2ret/SecureAudit-MCP](https://github.com/rev2ret/SecureAudit-MCP) [![rev2ret/SecureAudit-MCP MCP server](https://glama.ai/mcp/servers/rev2ret/SecureAudit-MCP/badges/score.svg)](https://glama.ai/mcp/servers/rev2ret/SecureAudit-MCP) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and compiled PE/ELF binary protections auditing (ASLR, DEP/NX, SafeSEH, PIE) with secure templates remediation. - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) ๐Ÿ ๐Ÿ  - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productใ€get CVE per CVE-IDใ€get the last updated CVEs. +- [Rul1an/assay](https://github.com/Rul1an/assay) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Policy-as-code gate for MCP. A fail-closed proxy that denies risky tool calls before they run, produces offline-verifiable evidence bundles of what executed, and enforces IPv4/TCP egress in-kernel via eBPF/LSM and Landlock on Linux. Deterministic and offline-first. - [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - vet-mcp checks open source packagesโ€”like those suggested by AI coding toolsโ€”for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting. - [samvas-codes/dawshund_mcp](https://github.com/samvas-codes/dawshund_mcp) โ˜๏ธ ๐Ÿ  - An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk. - [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐Ÿง ๐ŸชŸ - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants. From 0ce16d5979a4c2b55d935cdf97475d32d6f7f3fb Mon Sep 17 00:00:00 2001 From: botmonster Date: Sun, 14 Jun 2026 11:55:39 +0200 Subject: [PATCH 072/128] Add botmonster/image2svg-mcp to Multimedia Process --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..833b31d1b 100644 --- a/README.md +++ b/README.md @@ -2178,6 +2178,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽฅ ๐Ÿ”Š ๐Ÿ–ผ๏ธ - 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) ๐Ÿ“‡ ๐Ÿ  - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) ๐Ÿ โ˜๏ธ - MCP server for ZapCap API providing video caption and B-roll generation via natural language +- [botmonster/image2svg-mcp](https://github.com/botmonster/image2svg-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, accepts base64 or URL input; runs locally via `uvx image2svg-mcp` or as a Docker HTTP server. - [DareDev256/fcpxml-mcp-server](https://github.com/DareDev256/fcpxml-mcp-server) [![DareDev256/fcpxml-mcp-server MCP server](https://glama.ai/mcp/servers/DareDev256/fcpxml-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/DareDev256/fcpxml-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸŽ - The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines โ€” health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed. - [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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Turn your self-hosted Immich photo library into a conversation โ€” 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. - [FileToPDF/filetopdf-mcp](https://github.com/FileToPDF/filetopdf-mcp) [![FileToPDF/filetopdf-mcp MCP server](https://glama.ai/mcp/servers/FileToPDF/filetopdf-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FileToPDF/filetopdf-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Convert files (DOCX, XLSX, PPTX, imagesโ€ฆ), HTML, and Markdown to pixel-perfect PDFs via the FileToPDF API. Returns the PDF as an embedded resource or saves it to disk. Runs via `npx filetopdf-mcp` or a hosted Streamable HTTP endpoint; free API key in one click. From 818df766c72f57cb324e4dc55e01b265005e9399 Mon Sep 17 00:00:00 2001 From: botmonster Date: Sun, 14 Jun 2026 12:16:44 +0200 Subject: [PATCH 073/128] Add Glama score badge to image2svg-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 833b31d1b..84402c52b 100644 --- a/README.md +++ b/README.md @@ -2178,7 +2178,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play - [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽฅ ๐Ÿ”Š ๐Ÿ–ผ๏ธ - 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) ๐Ÿ“‡ ๐Ÿ  - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) ๐Ÿ โ˜๏ธ - MCP server for ZapCap API providing video caption and B-roll generation via natural language -- [botmonster/image2svg-mcp](https://github.com/botmonster/image2svg-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, accepts base64 or URL input; runs locally via `uvx image2svg-mcp` or as a Docker HTTP server. +- [botmonster/image2svg-mcp](https://github.com/botmonster/image2svg-mcp) [![botmonster/image2svg-mcp MCP server](https://glama.ai/mcp/servers/botmonster/image2svg-mcp/badges/score.svg)](https://glama.ai/mcp/servers/botmonster/image2svg-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, accepts base64 or URL input; runs locally via `uvx image2svg-mcp` or as a Docker HTTP server. - [DareDev256/fcpxml-mcp-server](https://github.com/DareDev256/fcpxml-mcp-server) [![DareDev256/fcpxml-mcp-server MCP server](https://glama.ai/mcp/servers/DareDev256/fcpxml-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/DareDev256/fcpxml-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸŽ - The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines โ€” health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed. - [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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Turn your self-hosted Immich photo library into a conversation โ€” 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. - [FileToPDF/filetopdf-mcp](https://github.com/FileToPDF/filetopdf-mcp) [![FileToPDF/filetopdf-mcp MCP server](https://glama.ai/mcp/servers/FileToPDF/filetopdf-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FileToPDF/filetopdf-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Convert files (DOCX, XLSX, PPTX, imagesโ€ฆ), HTML, and Markdown to pixel-perfect PDFs via the FileToPDF API. Returns the PDF as an embedded resource or saves it to disk. Runs via `npx filetopdf-mcp` or a hosted Streamable HTTP endpoint; free API key in one click. From b4846b9f3c526e83540fdc27fece87593f6188d7 Mon Sep 17 00:00:00 2001 From: mcasdfgf Date: Sun, 14 Jun 2026 17:51:27 +0700 Subject: [PATCH 074/128] Add mcp-roo-memory to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..8b883632d 100644 --- a/README.md +++ b/README.md @@ -1898,6 +1898,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [markmhendrickson/neotoma](https://github.com/markmhendrickson/neotoma) [![Neotoma MCP server](https://glama.ai/mcp/servers/markmhendrickson/neotoma/badges/score.svg)](https://glama.ai/mcp/servers/markmhendrickson/neotoma) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with immutable observations, full provenance, and schema-first extraction. Local-first SQLite, cross-client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io) - [mattjoyce/mcp-persona-sessions](https://github.com/mattjoyce/mcp-persona-sessions) ๐Ÿ ๐Ÿ  - 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. - [maxkuminov/obsidian-mcp](https://github.com/maxkuminov/obsidian-mcp) [![obsidian-mcp MCP server](https://glama.ai/mcp/servers/maxkuminov/obsidian-mcp/badges/score.svg)](https://glama.ai/mcp/servers/maxkuminov/obsidian-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0, and a self-describing vault guide. +- [mcasdfgf/mcp-roo-memory](https://github.com/mcasdfgf/mcp-roo-memory) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent fractal graph memory for AI coding agents via MCP. Semantic vector search, hot/cold/archive context tiers, decision tracking, and Docker-based deployment with Qdrant. - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) ๐Ÿ ๐Ÿ  - 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 - [udjin-labs/mnemostack](https://github.com/udjin-labs/mnemostack) [![udjin-labs/mnemostack MCP server](https://glama.ai/mcp/servers/udjin-labs/mnemostack/badges/score.svg)](https://glama.ai/mcp/servers/udjin-labs/mnemostack) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'` - [tverney/mcp-agent-memory](https://github.com/tverney/mcp-agent-memory) [![tverney/mcp-agent-memory MCP server](https://glama.ai/mcp/servers/tverney/mcp-agent-memory/badges/score.svg)](https://glama.ai/mcp/servers/tverney/mcp-agent-memory) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Persistent agent memory via filesystem-native consolidation daemon. Agents read/write/search memory through MCP; a background daemon handles consolidation and extraction. Works with Kiro, Claude Desktop, Cursor, and any MCP client. `npx mcp-agent-memory --setup` From e892f21cfa96bcbc70070ecc62292ea4ffd45756 Mon Sep 17 00:00:00 2001 From: site-shot <293588913+site-shot@users.noreply.github.com> Date: Sun, 14 Jun 2026 14:49:47 +0100 Subject: [PATCH 075/128] Add site-shot/site-shot-mcp (Browser Automation) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit MCP server for the Site-Shot website screenshot API โ€” two tools (capture_screenshot, capture_full_page): real Chromium, full-page capture, country/geo proxies, automatic ad & cookie-banner removal. On npm (npx -y site-shot-mcp) and in the official MCP Registry. Co-Authored-By: Claude Opus 4.8 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..19c076746 100644 --- a/README.md +++ b/README.md @@ -376,6 +376,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) ๐Ÿ ๐Ÿ  - 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) ๐Ÿ“‡ - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. +- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) ๐Ÿ“‡ โ˜๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) ๐Ÿ“‡ โ˜๏ธ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [swimmwatch/cloakbrowser-mcp](https://github.com/swimmwatch/cloakbrowser-mcp) [![swimmwatch/cloakbrowser-mcp MCP server](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Playwright MCP-compatible browser automation using CloakBrowser Chromium, available as an npm package and Docker image. - [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) ๐Ÿ“‡ โ˜๏ธ - Screenshot API for AI agents โ€” capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. From 6c9939980ce057decd897555d4242c115124b670 Mon Sep 17 00:00:00 2001 From: site-shot Date: Sun, 14 Jun 2026 17:03:51 +0100 Subject: [PATCH 076/128] Add Glama score badge to site-shot-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 19c076746..b198b7ecf 100644 --- a/README.md +++ b/README.md @@ -376,7 +376,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) ๐Ÿ ๐Ÿ  - 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) ๐Ÿ“‡ - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. -- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) ๐Ÿ“‡ โ˜๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`. +- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) ๐Ÿ“‡ โ˜๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`. [![site-shot/site-shot-mcp MCP server](https://glama.ai/mcp/servers/site-shot/site-shot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/site-shot/site-shot-mcp) - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) ๐Ÿ“‡ โ˜๏ธ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [swimmwatch/cloakbrowser-mcp](https://github.com/swimmwatch/cloakbrowser-mcp) [![swimmwatch/cloakbrowser-mcp MCP server](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Playwright MCP-compatible browser automation using CloakBrowser Chromium, available as an npm package and Docker image. - [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) ๐Ÿ“‡ โ˜๏ธ - Screenshot API for AI agents โ€” capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. From 34764a27128d639234bb46411cd774bfb11d9d82 Mon Sep 17 00:00:00 2001 From: omniologynow-rgb Date: Sun, 14 Jun 2026 13:47:42 -0400 Subject: [PATCH 077/128] Update MCP server entries in README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e7b10b8c0..88f4c44b8 100644 --- a/README.md +++ b/README.md @@ -1757,7 +1757,7 @@ Integration with gaming related data, game engines, and services - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input mapping, and signals. - [NAJEMWEHBE/unreal-ai-connection](https://github.com/NAJEMWEHBE/unreal-ai-connection) [![NAJEMWEHBE/unreal-ai-connection MCP server](https://glama.ai/mcp/servers/NAJEMWEHBE/unreal-ai-connection/badges/score.svg)](https://glama.ai/mcp/servers/NAJEMWEHBE/unreal-ai-connection) ๐ŸŒŠ ๐Ÿ ๐Ÿ  ๐ŸชŸ - Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket โ€” 105 editor-automation tools (72 native C++ + 33 bridge-side). Native C++ plugin + thin Python bridge, ~50ms round-trips. 498 tests, MIT. -- [omniologynow-rgb/mcp-server](https://github.com/omniologynow-rgb/mcp-server) ๐Ÿ“‡ โ˜๏ธ - Live AI agent contest platform on Solana mainnet. Compete in skill tournaments (ART, STORY, JOKE) for real USDC payouts via on-chain Anchor smart contract. +- [omniologynow-rgb/mcp-server](https://github.com/omniologynow-rgb/mcp-server) [![mcp-server MCP server](https://glama.ai/mcp/servers/omniologynow-rgb/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/omniologynow-rgb/mcp-server) ๐Ÿ“‡ โ˜๏ธ - Live AI agent contest platform on Solana mainnet. Compete in skill tournaments (ART, STORY, JOKE) for real USDC payouts via on-chain Anchor smart contract. - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธ - 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) From 24c9ded83f265e6a982d7eaaf1facd99455b1822 Mon Sep 17 00:00:00 2001 From: ASHLESHA05 Date: Mon, 15 Jun 2026 00:16:38 +0530 Subject: [PATCH 078/128] Add ashlesh-t/cognirepo to Knowledge & Memory section --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 242010380..0f8c692fe 100644 --- a/README.md +++ b/README.md @@ -1791,6 +1791,9 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [aidesignblueprint/integrations](https://github.com/aidesignblueprint/integrations) [![aidesignblueprint/integrations MCP server](https://glama.ai/mcp/servers/aidesignblueprint/integrations/badges/score.svg)](https://glama.ai/mcp/servers/aidesignblueprint/integrations) ๐Ÿ โ˜๏ธ - Read-only doctrine access for the Agentic AI Blueprint โ€” the industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 principles, clusters, curated implementation examples, and application guides for production agentic AI systems. 13 public tools require no credentials. `https://aidesignblueprint.com/mcp` - [aliasunder/vault-cortex](https://github.com/aliasunder/vault-cortex) [![vault-cortex MCP server](https://glama.ai/mcp/servers/aliasunder/vault-cortex/badges/score.svg)](https://glama.ai/mcp/servers/aliasunder/vault-cortex) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - MCP server for Obsidian vaults โ€” search, memory, link graph, 23 tools, OAuth-protected. - [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) ๐Ÿ“‡ โ˜๏ธ - 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 +- [ashlesh-t/cognirepo](https://github.com/ashlesh-t/cognirepo) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory and codebase context for AI coding agents. FAISS vector store, AST reverse index with O(1) symbol +lookup, NetworkX knowledge graph, episodic journal, user behavior profiling, error tracking, and cross-agent session handoff. 34 MCP tools. Reduces token usage 50โ€“80% on Python repos โ‰ฅ 15K LOC vs. raw +file reads. Works with Claude Code, Cursor, and Gemini CLI. Fully offline โ€” no API keys required for indexing. `pip install cognirepo` - [Auctalis/nocturnusai](https://github.com/Auctalis/nocturnusai) [![Auctalis/nocturnusai MCP server](https://glama.ai/mcp/servers/Auctalis/nocturnusai/badges/score.svg)](https://glama.ai/mcp/servers/Auctalis/nocturnusai) ๐Ÿ ๐Ÿ  - Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference, proof chains, and truth maintenance. REST API, Python/TypeScript SDKs, and MCP server integration. - [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) ๐Ÿ“• โ˜๏ธ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content - [20alexl/claude-engram](https://github.com/20alexl/claude-engram) [![20alexl/claude-engram MCP server](https://glama.ai/mcp/servers/20alexl/claude-engram/badges/score.svg)](https://glama.ai/mcp/servers/20alexl/claude-engram) ๐Ÿ ๐Ÿ  - Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama. From 5935164622146cb8e6b12879a025777de05c969d Mon Sep 17 00:00:00 2001 From: Tobias Perelstein <5562156+tobocop2@users.noreply.github.com> Date: Sun, 14 Jun 2026 15:18:05 -0400 Subject: [PATCH 079/128] Add lilbee to Search & Data Extraction --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..94bca52e5 100644 --- a/README.md +++ b/README.md @@ -2361,6 +2361,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Real-time Korean web data โ€” 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) ๐Ÿ ๐Ÿ  - 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. +- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Local-first search engine over your files, code, and crawled web pages. It runs and manages the models itself and answers with citations back to the source. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธย - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธย -ย Discover, extract, and interact with the web - one interface powering automated access across the public internet. From acbcb258e745202798d9a5d5bf77c9c10cff7fce Mon Sep 17 00:00:00 2001 From: Tobias Perelstein <5562156+tobocop2@users.noreply.github.com> Date: Sun, 14 Jun 2026 15:25:41 -0400 Subject: [PATCH 080/128] Shorten lilbee description and make crawling explicit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 94bca52e5..b425c75cb 100644 --- a/README.md +++ b/README.md @@ -2361,7 +2361,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Real-time Korean web data โ€” 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) ๐Ÿ ๐Ÿ  - 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. -- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Local-first search engine over your files, code, and crawled web pages. It runs and manages the models itself and answers with citations back to the source. +- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages local models, indexes your files and code, crawls the websites you point it at, and answers with citations back to the source. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธย - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธย -ย Discover, extract, and interact with the web - one interface powering automated access across the public internet. From a4342742bde1c46f811e090e2ef2282c1e9eaacc Mon Sep 17 00:00:00 2001 From: Developer Date: Sun, 14 Jun 2026 14:34:01 -0500 Subject: [PATCH 081/128] Add Glama score badge to Zaxy entry (per glama-check requirement) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b77e55352..117d523ba 100644 --- a/README.md +++ b/README.md @@ -1939,7 +1939,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [STiFLeR7/memex](https://github.com/STiFLeR7/memex) [![STiFLeR7/memex MCP server](https://glama.ai/mcp/servers/STiFLeR7/memex/badges/score.svg)](https://glama.ai/mcp/servers/STiFLeR7/memex) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Developer context continuity system. Watches your git repos and builds a temporal knowledge graph of modules, symbols, decisions, and open problems via Graphiti + Neo4j, then serves it to any AI coding agent over MCP. Every edge carries a validity window and a confidence score that decays over time. 12 tools across read and write. Install via `npx -y stifler-memex-mcp`. MIT licensed. - [xChuCx/agent-memory](https://github.com/xChuCx/agent-memory) [![agent-memory MCP server](https://glama.ai/mcp/servers/xChuCx/agent-memory/badges/score.svg)](https://glama.ai/mcp/servers/xChuCx/agent-memory) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Git-native project memory for coding agents: Markdown source of truth committed to your repo, reviewable staged updates (`review --diff` โ†’ `apply`), secret/PII-safe, branch-aware โ€” no cloud, no vector DB. - [zzallirog/weighted-compact](https://github.com/zzallirog/weighted-compact) [![zzallirog/weighted-compact MCP server](https://glama.ai/mcp/servers/zzallirog/weighted-compact/badges/score.svg)](https://glama.ai/mcp/servers/zzallirog/weighted-compact) ๐Ÿ ๐Ÿ  - Inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a local-first, signal-scored parse of `~/.claude/projects/`. Per-pair scores are numpy columns on disk, not opaque vectors in a service. Zero outbound calls (CI-enforced). -- [syndicalt/zaxy](https://github.com/syndicalt/zaxy) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Event-sourced agent memory on a hash-chained append-only log with an embedded temporal knowledge graph (Kuzu, no sidecar). Cited Memory Checkout context, salience-based forgetting that attenuates instead of deleting, compaction-recovery hooks for Claude Code, token-budgeted checkout, and review-gated consolidation. 47 MCP tools with an 8-tool core profile default. `pip install zaxy-memory` [Docs](https://docs.zaxy.io) +- [syndicalt/zaxy](https://github.com/syndicalt/zaxy) [![syndicalt/zaxy MCP server](https://glama.ai/mcp/servers/syndicalt/zaxy/badges/score.svg)](https://glama.ai/mcp/servers/syndicalt/zaxy) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Event-sourced agent memory on a hash-chained append-only log with an embedded temporal knowledge graph (Kuzu, no sidecar). Cited Memory Checkout context, salience-based forgetting that attenuates instead of deleting, compaction-recovery hooks for Claude Code, token-budgeted checkout, and review-gated consolidation. 47 MCP tools with an 8-tool core profile default. `pip install zaxy-memory` [Docs](https://docs.zaxy.io) ### โš–๏ธ Legal Access to legal information, legislation, and legal databases. Enables AI models to search and analyze legal documents and regulatory information. From 6c002ea41b9d73c81e1c42dff7d1ac1612d9f9ab Mon Sep 17 00:00:00 2001 From: Tobias Perelstein <5562156+tobocop2@users.noreply.github.com> Date: Sun, 14 Jun 2026 15:38:00 -0400 Subject: [PATCH 082/128] Clarify Ollama and LM Studio support alongside the native model manager --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b425c75cb..5c7031d47 100644 --- a/README.md +++ b/README.md @@ -2361,7 +2361,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Real-time Korean web data โ€” 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) ๐Ÿ ๐Ÿ  - 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. -- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages local models, indexes your files and code, crawls the websites you point it at, and answers with citations back to the source. +- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธย - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธย -ย Discover, extract, and interact with the web - one interface powering automated access across the public internet. From 56a1889f3269f0fcf3deb6d2375810bcf4d718d1 Mon Sep 17 00:00:00 2001 From: ASHLESHA05 Date: Mon, 15 Jun 2026 01:46:43 +0530 Subject: [PATCH 083/128] added glama link --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 0f8c692fe..fdf6a6044 100644 --- a/README.md +++ b/README.md @@ -1791,9 +1791,9 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [aidesignblueprint/integrations](https://github.com/aidesignblueprint/integrations) [![aidesignblueprint/integrations MCP server](https://glama.ai/mcp/servers/aidesignblueprint/integrations/badges/score.svg)](https://glama.ai/mcp/servers/aidesignblueprint/integrations) ๐Ÿ โ˜๏ธ - Read-only doctrine access for the Agentic AI Blueprint โ€” the industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 principles, clusters, curated implementation examples, and application guides for production agentic AI systems. 13 public tools require no credentials. `https://aidesignblueprint.com/mcp` - [aliasunder/vault-cortex](https://github.com/aliasunder/vault-cortex) [![vault-cortex MCP server](https://glama.ai/mcp/servers/aliasunder/vault-cortex/badges/score.svg)](https://glama.ai/mcp/servers/aliasunder/vault-cortex) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - MCP server for Obsidian vaults โ€” search, memory, link graph, 23 tools, OAuth-protected. - [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) ๐Ÿ“‡ โ˜๏ธ - 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 -- [ashlesh-t/cognirepo](https://github.com/ashlesh-t/cognirepo) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory and codebase context for AI coding agents. FAISS vector store, AST reverse index with O(1) symbol -lookup, NetworkX knowledge graph, episodic journal, user behavior profiling, error tracking, and cross-agent session handoff. 34 MCP tools. Reduces token usage 50โ€“80% on Python repos โ‰ฅ 15K LOC vs. raw -file reads. Works with Claude Code, Cursor, and Gemini CLI. Fully offline โ€” no API keys required for indexing. `pip install cognirepo` + - [ashlesh-t/cognirepo](https://github.com/ashlesh-t/cognirepo) [![ashlesh-t/cognirepo MCP server](https://glama.ai/mcp/servers/ashlesh-t/cognirepo/badges/score.svg)](https://glama.ai/mcp/servers/ashlesh-t/cognirepo) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory and codebase context for AI coding agents. FAISS vector store, AST reverse index with O(1) symbol + lookup, NetworkX knowledge graph, episodic journal, user behavior profiling, error tracking, and cross-agent session handoff. 34 MCP tools. Reduces token usage 50โ€“80% on Python repos โ‰ฅ 15K LOC vs. raw + file reads. Works with Claude Code, Cursor, and Gemini CLI. Fully offline โ€” no API keys required for indexing. `pip install cognirepo` - [Auctalis/nocturnusai](https://github.com/Auctalis/nocturnusai) [![Auctalis/nocturnusai MCP server](https://glama.ai/mcp/servers/Auctalis/nocturnusai/badges/score.svg)](https://glama.ai/mcp/servers/Auctalis/nocturnusai) ๐Ÿ ๐Ÿ  - Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference, proof chains, and truth maintenance. REST API, Python/TypeScript SDKs, and MCP server integration. - [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) ๐Ÿ“• โ˜๏ธ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content - [20alexl/claude-engram](https://github.com/20alexl/claude-engram) [![20alexl/claude-engram MCP server](https://glama.ai/mcp/servers/20alexl/claude-engram/badges/score.svg)](https://glama.ai/mcp/servers/20alexl/claude-engram) ๐Ÿ ๐Ÿ  - Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama. From ba2780ae4c021f302e7f5deb4da28b93e277a242 Mon Sep 17 00:00:00 2001 From: Tobias Perelstein <5562156+tobocop2@users.noreply.github.com> Date: Sun, 14 Jun 2026 16:49:51 -0400 Subject: [PATCH 085/128] Use full owner/repo name (tobocop2/lilbee) per the name-check rule --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5c7031d47..162e15f39 100644 --- a/README.md +++ b/README.md @@ -2361,7 +2361,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Real-time Korean web data โ€” 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) ๐Ÿ ๐Ÿ  - 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. -- [lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source. +- [tobocop2/lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธย - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธย -ย Discover, extract, and interact with the web - one interface powering automated access across the public internet. From 16d078651e33e85169dc835a88e2ed1b5ee80293 Mon Sep 17 00:00:00 2001 From: Chris Kalima Date: Sun, 14 Jun 2026 13:48:30 -0700 Subject: [PATCH 086/128] Add ckalima/pipedrive-mcp-server to Customer Data Platforms Co-Authored-By: Claude Opus 4.8 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..f1b9e3c3c 100644 --- a/README.md +++ b/README.md @@ -698,6 +698,7 @@ Provides access to customer profiles inside of customer data platforms - [azmartone67/dchub-mcp-server](https://github.com/azmartone67/dchub-mcp-server) [![azmartone67/dchub-mcp-server MCP server](https://glama.ai/mcp/servers/azmartone67/dchub-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/azmartone67/dchub-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Data-center, power & gas intelligence MCP server. 33 tools covering 21,000+ data-center facilities (170+ countries), 232 US power markets scored by the DC Hub Power Index (DCPI), 2,000+ tracked M&A deals, ISO grid telemetry (PJM, ERCOT, CAISO, MISO, SPP, NYISO), fiber routes, and energy pricing. Free to cite (CC-BY-4.0). - [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis). +- [ckalima/pipedrive-mcp-server](https://github.com/ckalima/pipedrive-mcp-server) [![ckalima/pipedrive-mcp-server MCP server](https://glama.ai/mcp/servers/ckalima/pipedrive-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ckalima/pipedrive-mcp-server) ๐Ÿ“‡ โ˜๏ธ - MCP server for [Pipedrive CRM](https://www.pipedrive.com). 155 tools covering deals, persons, organizations, activities, products, projects, tasks, leads, notes, mail, and fields. stdio transport, API-key auth, delete tools gated behind an env flag. Published on npm as `@ckalima/pipedrive-mcp-server`. MIT. - [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) ๐Ÿ“‡ ๐Ÿ  - Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically. - [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) ๐Ÿ“‡ ๐Ÿ  - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically. - [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics. From c44bbc9d5cdbfe6bed13d62ccdc789e975b5fd34 Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 22:48:24 +0100 Subject: [PATCH 087/128] Add anythink-cloud/anythink-cli to Cloud Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..cf46bf893 100644 --- a/README.md +++ b/README.md @@ -391,6 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - All-in-one backend-as-a-service for agents: model data, auth, search, files, workflows, integrations, and payments. Install with `npx -y anythink-mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From 9930b7862bde836ec92b415a0cc2c685cce2afb5 Mon Sep 17 00:00:00 2001 From: Naveen Ayalla Date: Sun, 14 Jun 2026 14:48:50 -0700 Subject: [PATCH 088/128] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3f38576a9..a55eb960d 100644 --- a/README.md +++ b/README.md @@ -1594,7 +1594,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay โ€” 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - MCP server for Binance USDT-M Futures trading โ€” exposes tools for market data, account state, order management, and position/margin control. -- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) One-command setup for Claude Code, Cursor, and Windsurf. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  - MCP server for intelligent subscription management with Gmail + MySQL integration. - [nexusforge-tools/mcp-eu-finance](https://github.com/nexusforge-tools/mcp-eu-finance) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - European financial data for AI agents โ€” ECB rates, Eurostat inflation, GDP and unemployment by EU country. Zero API key needed. [![nexusforge-tools/mcp-eu-finance MCP server](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance/badges/score.svg)](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance) From 8e466fe7a0e318f5d304fed4cd1203cd2869cc4e Mon Sep 17 00:00:00 2001 From: Naveen Ayalla Date: Sun, 14 Jun 2026 14:52:02 -0700 Subject: [PATCH 089/128] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a55eb960d..8b8bca661 100644 --- a/README.md +++ b/README.md @@ -1594,7 +1594,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay โ€” 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - MCP server for Binance USDT-M Futures trading โ€” exposes tools for market data, account state, order management, and position/margin control. -- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) One-command setup for Claude Code, Cursor, and Windsurf. +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) One-command setup for Claude Code, Cursor, and Windsurf. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  - MCP server for intelligent subscription management with Gmail + MySQL integration. - [nexusforge-tools/mcp-eu-finance](https://github.com/nexusforge-tools/mcp-eu-finance) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - European financial data for AI agents โ€” ECB rates, Eurostat inflation, GDP and unemployment by EU country. Zero API key needed. [![nexusforge-tools/mcp-eu-finance MCP server](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance/badges/score.svg)](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance) From 19c665e271b06bfef5b687fec285e943138fec40 Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 22:53:33 +0100 Subject: [PATCH 090/128] Update anythink install command to scoped npm package --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cf46bf893..8cbf53c3b 100644 --- a/README.md +++ b/README.md @@ -391,7 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - All-in-one backend-as-a-service for agents: model data, auth, search, files, workflows, integrations, and payments. Install with `npx -y anythink-mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - All-in-one backend-as-a-service for agents: model data, auth, search, files, workflows, integrations, and payments. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From e06f5b2191e3d9789e44cc469bcdd7860b6db412 Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 23:11:56 +0100 Subject: [PATCH 091/128] Strengthen anythink description to reflect the full platform --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8cbf53c3b..1faa1466e 100644 --- a/README.md +++ b/README.md @@ -391,7 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - All-in-one backend-as-a-service for agents: model data, auth, search, files, workflows, integrations, and payments. Install with `npx -y @anythink-cloud/mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent: relational data modelling with row- and field-level security, full-text + semantic + geo search, RBAC, a workflow/automation engine, third-party integrations, file storage, and payments โ€” the whole platform exposed as one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From 2df073c3a28e17e763a1dc215f5a779304fc75dc Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 23:15:12 +0100 Subject: [PATCH 092/128] Describe the full Anythink platform (growth, BYOK, integrations) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1faa1466e..5ed4ef6e0 100644 --- a/README.md +++ b/README.md @@ -391,7 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent: relational data modelling with row- and field-level security, full-text + semantic + geo search, RBAC, a workflow/automation engine, third-party integrations, file storage, and payments โ€” the whole platform exposed as one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC, a workflow/automation engine, a growth suite (email, push, social), payments + marketplace billing, BYOK AI, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From c7e0b152a1acba05433ee112a0616fb0288af8d2 Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 23:16:52 +0100 Subject: [PATCH 093/128] Reflect the full growth & retention engine (promos, referral codes, points) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5ed4ef6e0..ab8bd4def 100644 --- a/README.md +++ b/README.md @@ -391,7 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC, a workflow/automation engine, a growth suite (email, push, social), payments + marketplace billing, BYOK AI, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, social graph, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From a07c774a30aaf9299a230331c6ae09472b322768 Mon Sep 17 00:00:00 2001 From: chrisaddams Date: Sun, 14 Jun 2026 23:17:42 +0100 Subject: [PATCH 094/128] Drop social graph from the description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ab8bd4def..192b1c523 100644 --- a/README.md +++ b/README.md @@ -391,7 +391,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, social graph, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From 2a86307bcb53468ddc18c3c6065d5cde908b566d Mon Sep 17 00:00:00 2001 From: Naveen Ayalla Date: Sun, 14 Jun 2026 15:26:47 -0700 Subject: [PATCH 095/128] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8b8bca661..9fb6ebddb 100644 --- a/README.md +++ b/README.md @@ -852,6 +852,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. - [modus-agendi/managed-agent-control-mcp](https://github.com/modus-agendi/managed-agent-control-mcp) [![modus-agendi/managed-agent-control-mcp MCP server](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp/badges/score.svg)](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Start, observe, and interact with Claude Managed Agents from any MCP client โ€” launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound auth (bearer/OIDC/Cognito). +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. The fast, idiomatic Go framework for building MCP servers. Struct-tag auto schema, middleware chain, and adapters to import existing Gin/OpenAPI/gRPC services as MCP tools. - [masondelan/selvedge](https://github.com/masondelan/selvedge) [![masondelan/selvedge MCP server](https://glama.ai/mcp/servers/masondelan/selvedge/badges/score.svg)](https://glama.ai/mcp/servers/masondelan/selvedge) ๐Ÿ ๐Ÿ  - Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate. @@ -1594,7 +1595,6 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ - Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay โ€” 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - MCP server for Binance USDT-M Futures trading โ€” exposes tools for market data, account state, order management, and position/margin control. -- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) One-command setup for Claude Code, Cursor, and Windsurf. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  - MCP server for intelligent subscription management with Gmail + MySQL integration. - [nexusforge-tools/mcp-eu-finance](https://github.com/nexusforge-tools/mcp-eu-finance) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - European financial data for AI agents โ€” ECB rates, Eurostat inflation, GDP and unemployment by EU country. Zero API key needed. [![nexusforge-tools/mcp-eu-finance MCP server](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance/badges/score.svg)](https://glama.ai/mcp/servers/nexusforge-tools/mcp-eu-finance) From 9aeddf4ae890be6835d83183a213f36671864635 Mon Sep 17 00:00:00 2001 From: Rul1an Date: Mon, 15 Jun 2026 00:34:17 +0200 Subject: [PATCH 097/128] Add Glama badge for assay --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c3d8bc753..3c9e30b65 100644 --- a/README.md +++ b/README.md @@ -2544,7 +2544,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [radareorg/r2mcp](https://github.com/radareorg/radare2-mcp) ๐ŸŽ๐ŸชŸ๐Ÿง๐Ÿ ๐ŸŒŠ - MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering. - [rev2ret/SecureAudit-MCP](https://github.com/rev2ret/SecureAudit-MCP) [![rev2ret/SecureAudit-MCP MCP server](https://glama.ai/mcp/servers/rev2ret/SecureAudit-MCP/badges/score.svg)](https://glama.ai/mcp/servers/rev2ret/SecureAudit-MCP) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and compiled PE/ELF binary protections auditing (ASLR, DEP/NX, SafeSEH, PIE) with secure templates remediation. - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) ๐Ÿ ๐Ÿ  - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productใ€get CVE per CVE-IDใ€get the last updated CVEs. -- [Rul1an/assay](https://github.com/Rul1an/assay) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Policy-as-code gate for MCP. A fail-closed proxy that denies risky tool calls before they run, produces offline-verifiable evidence bundles of what executed, and enforces IPv4/TCP egress in-kernel via eBPF/LSM and Landlock on Linux. Deterministic and offline-first. +- [Rul1an/assay](https://github.com/Rul1an/assay) [![Rul1an/assay MCP server](https://glama.ai/mcp/servers/Rul1an/assay/badges/score.svg)](https://glama.ai/mcp/servers/Rul1an/assay) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Policy-as-code gate for MCP. A fail-closed proxy that denies risky tool calls before they run, produces offline-verifiable evidence bundles of what executed, and enforces IPv4/TCP egress in-kernel via eBPF/LSM and Landlock on Linux. Deterministic and offline-first. - [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - vet-mcp checks open source packagesโ€”like those suggested by AI coding toolsโ€”for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting. - [samvas-codes/dawshund_mcp](https://github.com/samvas-codes/dawshund_mcp) โ˜๏ธ ๐Ÿ  - An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk. - [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐Ÿง ๐ŸชŸ - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants. From f6adea7f7ec1e987c84a0a05ce010cecdab34c08 Mon Sep 17 00:00:00 2001 From: Naveen Ayalla Date: Sun, 14 Jun 2026 15:42:29 -0700 Subject: [PATCH 099/128] Update README.md glama --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9fb6ebddb..e97bf8fcf 100644 --- a/README.md +++ b/README.md @@ -852,7 +852,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. - [modus-agendi/managed-agent-control-mcp](https://github.com/modus-agendi/managed-agent-control-mcp) [![modus-agendi/managed-agent-control-mcp MCP server](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp/badges/score.svg)](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Start, observe, and interact with Claude Managed Agents from any MCP client โ€” launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound auth (bearer/OIDC/Cognito). -- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) [![MCP](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badge.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. [![naveenayalla1-CS50/mcp-server-toolkit MCP server](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. The fast, idiomatic Go framework for building MCP servers. Struct-tag auto schema, middleware chain, and adapters to import existing Gin/OpenAPI/gRPC services as MCP tools. - [masondelan/selvedge](https://github.com/masondelan/selvedge) [![masondelan/selvedge MCP server](https://glama.ai/mcp/servers/masondelan/selvedge/badges/score.svg)](https://glama.ai/mcp/servers/masondelan/selvedge) ๐Ÿ ๐Ÿ  - Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate. From 89d67de321c4c199e9b6f82e0b381505390018b3 Mon Sep 17 00:00:00 2001 From: bspeagle Date: Sun, 14 Jun 2026 18:44:05 -0400 Subject: [PATCH 100/128] feat: add gingugu to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 242010380..eddf837c6 100644 --- a/README.md +++ b/README.md @@ -1862,6 +1862,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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) ๐Ÿฆ€ ๐Ÿ  - 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. - [fenghaochang/LoreRoom](https://github.com/fenghaochang/LoreRoom) [![fenghaochang/LoreRoom MCP server](https://glama.ai/mcp/servers/fenghaochang/LoreRoom/badges/score.svg)](https://glama.ai/mcp/servers/fenghaochang/LoreRoom) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Encrypted, local memory for your Claude Code Telegram bot. Captures both sides of the conversation at the plugin source (survives restarts and crashes) and recalls it via MCP tools โ€” whole-file SQLCipher encryption, FTS5 full-text search (CJK-friendly), never touches your bot token. - [geondongkim/geond-agent-protocol](https://github.com/geondongkim/geond-agent-protocol) [![geondongkim/geond-agent-protocol MCP server](https://glama.ai/mcp/servers/geondongkim/geond-agent-protocol/badges/score.svg)](https://glama.ai/mcp/servers/geondongkim/geond-agent-protocol) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Local-first shared memory and coordination layer for AI coding agents: repository evidence, reservations, handoffs, code graph context, and dashboard review backed by PostgreSQL/pgvector. +- [gingugu/gingugu](https://github.com/gingugu/gingugu) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, consolidate, export, and credential vault (OS keychain). Typed memories with confidence lifecycle (verified/inferred/stale/deprecated), namespaces, knowledge graph, and hybrid BM25 + semantic search via fastembed ONNX. Works with Cursor, Windsurf, Claude, and any MCP client. `pip install gingugu` - [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿ“‡ โ˜๏ธ - 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. - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline. From ba1a8e2e1a03ca29b5a481d6b796f9bc99912f76 Mon Sep 17 00:00:00 2001 From: bspeagle Date: Sun, 14 Jun 2026 19:19:47 -0400 Subject: [PATCH 101/128] docs: add Glama score badge to gingugu entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eddf837c6..0d691635b 100644 --- a/README.md +++ b/README.md @@ -1862,7 +1862,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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) ๐Ÿฆ€ ๐Ÿ  - 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. - [fenghaochang/LoreRoom](https://github.com/fenghaochang/LoreRoom) [![fenghaochang/LoreRoom MCP server](https://glama.ai/mcp/servers/fenghaochang/LoreRoom/badges/score.svg)](https://glama.ai/mcp/servers/fenghaochang/LoreRoom) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Encrypted, local memory for your Claude Code Telegram bot. Captures both sides of the conversation at the plugin source (survives restarts and crashes) and recalls it via MCP tools โ€” whole-file SQLCipher encryption, FTS5 full-text search (CJK-friendly), never touches your bot token. - [geondongkim/geond-agent-protocol](https://github.com/geondongkim/geond-agent-protocol) [![geondongkim/geond-agent-protocol MCP server](https://glama.ai/mcp/servers/geondongkim/geond-agent-protocol/badges/score.svg)](https://glama.ai/mcp/servers/geondongkim/geond-agent-protocol) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Local-first shared memory and coordination layer for AI coding agents: repository evidence, reservations, handoffs, code graph context, and dashboard review backed by PostgreSQL/pgvector. -- [gingugu/gingugu](https://github.com/gingugu/gingugu) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, consolidate, export, and credential vault (OS keychain). Typed memories with confidence lifecycle (verified/inferred/stale/deprecated), namespaces, knowledge graph, and hybrid BM25 + semantic search via fastembed ONNX. Works with Cursor, Windsurf, Claude, and any MCP client. `pip install gingugu` +- [gingugu/gingugu](https://github.com/gingugu/gingugu) [![gingugu/gingugu MCP server](https://glama.ai/mcp/servers/gingugu/gingugu/badges/score.svg)](https://glama.ai/mcp/servers/gingugu/gingugu) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, consolidate, export, and credential vault (OS keychain). Typed memories with confidence lifecycle (verified/inferred/stale/deprecated), namespaces, knowledge graph, and hybrid BM25 + semantic search via fastembed ONNX. Works with Cursor, Windsurf, Claude, and any MCP client. `pip install gingugu` - [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿ“‡ โ˜๏ธ - 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. - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline. From 940bf5d3873866226e3d5d49e74a49d69dd24ec8 Mon Sep 17 00:00:00 2001 From: Zoltan Nagy <34940821+zashboy@users.noreply.github.com> Date: Mon, 15 Jun 2026 01:21:07 +0100 Subject: [PATCH 102/128] Add Glama score badge to zb-ss/servonaut entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 970127fd0..61f7e4100 100644 --- a/README.md +++ b/README.md @@ -573,7 +573,7 @@ Run commands, capture output and otherwise interact with shells and command line - [LukeLamb/claude-terminal-mcp](https://github.com/LukeLamb/claude-terminal-mcp) [![LukeLamb/claude-terminal-mcp MCP server](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp) ๐Ÿ“‡ ๐Ÿ  ๐Ÿง ๐ŸŽ - Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macOS. Zero npm deps, pure Node. - [HasanJahidul/terminal-history-mcp](https://github.com/HasanJahidul/terminal-history-mcp) [![HasanJahidul/terminal-history-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert. Captures cwd / exit code / duration via opt-in shell hook. Tools: `search_history`, `recent_in_dir`, `failed_commands`, `command_chains`, `reindex`. - [HasanJahidul/localhost-mcp](https://github.com/HasanJahidul/localhost-mcp) [![localhost-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Inspect, manage, and kill local dev servers. Lists what's listening on each port (pid, framework, project, uptime, memory, cpu), diagnoses port conflicts with free alternatives nearby, finds zombie processes, and kills by pid or port with a dry-run default. -- [zb-ss/servonaut](https://github.com/zb-ss/servonaut) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐Ÿง - Manage AWS EC2, Hetzner, OVH and custom SSH servers: run commands, fetch logs, CloudWatch/CloudTrail queries, fleet health snapshots, IP banning, S3 โ€” with readonly/standard/dangerous guard tiers and a JSONL audit trail. +- [zb-ss/servonaut](https://github.com/zb-ss/servonaut) [![zb-ss/servonaut MCP server](https://glama.ai/mcp/servers/@zb-ss/servonaut/badges/score.svg)](https://glama.ai/mcp/servers/@zb-ss/servonaut) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐Ÿง - Manage AWS EC2, Hetzner, OVH and custom SSH servers: run commands, fetch logs, CloudWatch/CloudTrail queries, fleet health snapshots, IP banning, S3 โ€” with readonly/standard/dangerous guard tiers and a JSONL audit trail. ### ๐Ÿ’ฌ Communication From 823c1e4f94153f49998cbd20e05ec1b5e8bd0f5b Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 17:42:27 -0700 Subject: [PATCH 103/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index fcc388a8a..6b7d08ad0 100644 --- a/README.md +++ b/README.md @@ -1155,7 +1155,7 @@ Tools and integrations that enhance the development workflow and environment man - [SegfaultSorcerer/heap-seance](https://github.com/SegfaultSorcerer/heap-seance) [![heap-seance MCP server](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance/badges/score.svg)](https://glama.ai/mcp/servers/SegfaultSorcerer/heap-seance) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics. - [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿง ๐ŸŽ ๐ŸชŸ - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box. - [shadcn/studio MCP](https://shadcnstudio.com/mcp) - Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio. -- [shayaShav/flatten-mcp](https://github.com/shayaShav/flatten-mcp) ๐Ÿ“‡ ๐Ÿ  - Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower token count instead of lossy compaction. +- [shayaShav/flatten-mcp](https://github.com/shayaShav/flatten-mcp) [![shayaShav/flatten-mcp MCP server](https://glama.ai/mcp/servers/shayaShav/flatten-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shayaShav/flatten-mcp) ๐Ÿ“‡ ๐Ÿ  - Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower token count instead of lossy compaction. - [SimplyLiz/CodeMCP](https://github.com/SimplyLiz/CodeMCP) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing. - [simplypixi/bugbug-mcp-server](https://github.com/simplypixi/bugbug-mcp-server) โ˜๏ธ - MCP for BugBug API, to manage test and suites on BugBug - [skullzarmy/vibealive](https://github.com/skullzarmy/vibealive) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง โ€” Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants. From 5b3f9ed294d7367bde9a62f9537b8a5382cdd036 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 17:45:58 -0700 Subject: [PATCH 104/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3b6b0fad4..bd1e9c6c6 100644 --- a/README.md +++ b/README.md @@ -376,7 +376,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) ๐Ÿ ๐Ÿ  - 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) ๐Ÿ“‡ - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. -- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) ๐Ÿ“‡ โ˜๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`. [![site-shot/site-shot-mcp MCP server](https://glama.ai/mcp/servers/site-shot/site-shot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/site-shot/site-shot-mcp) +- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) [![site-shot/site-shot-mcp MCP server](https://glama.ai/mcp/servers/site-shot/site-shot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/site-shot/site-shot-mcp) ๐Ÿ“‡ โ˜๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) ๐Ÿ“‡ โ˜๏ธ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. - [swimmwatch/cloakbrowser-mcp](https://github.com/swimmwatch/cloakbrowser-mcp) [![swimmwatch/cloakbrowser-mcp MCP server](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Playwright MCP-compatible browser automation using CloakBrowser Chromium, available as an npm package and Docker image. - [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) ๐Ÿ“‡ โ˜๏ธ - Screenshot API for AI agents โ€” capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. From 03968e894893ca07acdb90a7b65dc47630b7064e Mon Sep 17 00:00:00 2001 From: Tobias Perelstein <5562156+tobocop2@users.noreply.github.com> Date: Sun, 14 Jun 2026 20:49:18 -0400 Subject: [PATCH 105/128] Add Glama score badge to the lilbee entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 162e15f39..57bb7f880 100644 --- a/README.md +++ b/README.md @@ -2361,7 +2361,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - Real-time Korean web data โ€” 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) ๐Ÿ ๐Ÿ  - 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. -- [tobocop2/lilbee](https://github.com/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source. +- [tobocop2/lilbee](https://github.com/tobocop2/lilbee) [![tobocop2/lilbee MCP server](https://glama.ai/mcp/servers/tobocop2/lilbee/badges/score.svg)](https://glama.ai/mcp/servers/tobocop2/lilbee) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source. - [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธย - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - [linxule/mineru-mcp](https://github.com/linxule/mineru-mcp) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ“‡ โ˜๏ธย -ย Discover, extract, and interact with the web - one interface powering automated access across the public internet. From f38f8afd25f4c0a6b8dbbb5f3a1c403b2c9126b9 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 17:50:01 -0700 Subject: [PATCH 106/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 59a3a095c..4a90dfd6c 100644 --- a/README.md +++ b/README.md @@ -874,7 +874,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [forgemeshlabs/aso-audit-mcp](https://github.com/forgemeshlabs/aso-audit-mcp) [![forgemeshlabs/aso-audit-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Free Agent Signal Optimization scanner for website/API agent readiness. Scores discovery, identity, trust, commerce, reputation, and memory signals; validates robots.txt AI bot rules, llms.txt, agent.json, Google A2A agent cards, MCP server cards, API catalogs, OAuth metadata, x402, pricing, security.txt, status endpoints, and cross-file identity consistency. Returns ASO maturity levels, evidence, and prioritized fix plans. Local stdio or Glama-hosted, no API key required. `npx -y @forgemeshlabs/aso-audit-mcp`. - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. - [modus-agendi/managed-agent-control-mcp](https://github.com/modus-agendi/managed-agent-control-mcp) [![modus-agendi/managed-agent-control-mcp MCP server](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp/badges/score.svg)](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Start, observe, and interact with Claude Managed Agents from any MCP client โ€” launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound auth (bearer/OIDC/Cognito). -- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. [![naveenayalla1-CS50/mcp-server-toolkit MCP server](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) +- [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) [![naveenayalla1-CS50/mcp-server-toolkit MCP server](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. The fast, idiomatic Go framework for building MCP servers. Struct-tag auto schema, middleware chain, and adapters to import existing Gin/OpenAPI/gRPC services as MCP tools. - [masondelan/selvedge](https://github.com/masondelan/selvedge) [![masondelan/selvedge MCP server](https://glama.ai/mcp/servers/masondelan/selvedge/badges/score.svg)](https://glama.ai/mcp/servers/masondelan/selvedge) ๐Ÿ ๐Ÿ  - Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate. From a7d2410e3322ffb673b44436bbd3a99dc04d806e Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 18:22:08 -0700 Subject: [PATCH 107/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 117923131..0443d80a0 100644 --- a/README.md +++ b/README.md @@ -394,7 +394,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. -- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) #๏ธโƒฃ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. +- [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) [![anythink-cloud/anythink-cli MCP server](https://glama.ai/mcp/servers/anythink-cloud/anythink-cli/badges/score.svg)](https://glama.ai/mcp/servers/anythink-cloud/anythink-cli) #๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From dd63da98d9bbfad0b669bf102c07fbca3fe0c534 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 18:29:04 -0700 Subject: [PATCH 108/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ed44ed2ac..5a8b01cf5 100644 --- a/README.md +++ b/README.md @@ -655,7 +655,7 @@ Integration with communication platforms for message management and channel oper - [aeoess/mingle-mcp](https://github.com/aeoess/mingle-mcp) [![mingle-mcp MCP server](https://glama.ai/mcp/servers/aeoess/mingle-mcp/badges/score.svg)](https://glama.ai/mcp/servers/aeoess/mingle-mcp) ๐Ÿ“‡ โ˜๏ธ - Agent-to-agent networking. Your AI publishes what you need, matches with other people's agents, both humans approve before connecting. 6 tools, Ed25519 signed, shared network at api.aeoess.com. - [mouse114514/Xadeus-QQ-MCP](https://github.com/mouse114514/Xadeus-QQ-MCP) [![mouse114514/Xadeus-QQ-MCP MCP server](https://glama.ai/mcp/servers/mouse114514/Xadeus-QQ-MCP/badges/score.svg)](https://glama.ai/mcp/servers/mouse114514/Xadeus-QQ-MCP) ๐Ÿ ๐Ÿ  ๐ŸชŸ ๐Ÿง - QQ MCP Server โ€” connects to QQ via NapCatQQ (OneBot v11), giving AI agents direct control over QQ (send/receive messages, group management, auto-wake on incoming messages, and more). - [n24q02m/better-email-mcp](https://github.com/n24q02m/better-email-mcp) [![better-email-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/better-email-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/better-email-mcp) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - IMAP/SMTP email MCP server with App Passwords (no OAuth2). Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools: search, read, send, reply, forward. Multi-account support. -- [OrygnsCode/Omnicord](https://github.com/OrygnsCode/Omnicord) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Hands your AI an entire Discord server: 148 tools covering chat, moderation, automod, events, and full administration, up to building a complete community server from one paragraph. One-command guided setup, and every destructive action previews and waits for your confirmation. +- [OrygnsCode/Omnicord](https://github.com/OrygnsCode/Omnicord) [![OrygnsCode/Omnicord MCP server](https://glama.ai/mcp/servers/OrygnsCode/Omnicord/badges/score.svg)](https://glama.ai/mcp/servers/OrygnsCode/Omnicord) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Hands your AI an entire Discord server: 148 tools covering chat, moderation, automod, events, and full administration, up to building a complete community server from one paragraph. One-command guided setup, and every destructive action previews and waits for your confirmation. - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Telegram MCP server via MTProto/GramJS โ€” 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) ๐Ÿ“‡ โ˜๏ธ - 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) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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). From 569e8a7f259c2efeb2f31d3b7ace72eddfcb0078 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 18:30:05 -0700 Subject: [PATCH 109/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e10a1b795..7f7020a1d 100644 --- a/README.md +++ b/README.md @@ -1408,7 +1408,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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`). - [colapsis/transfa](https://github.com/colapsis/transfa) [![transfa MCP server](https://glama.ai/mcp/servers/colapsis/transfa/badges/score.svg)](https://glama.ai/mcp/servers/colapsis/transfa) ๐Ÿ“‡ โ˜๏ธ - Ephemeral file transfer for AI agents and CI/CD pipelines โ€” upload any file, get a SHA-256-verified, TTL-enforced link. 4 tools: upload, file_info, list_uploads, delete_upload. Zero-config via `npx -y transfa-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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง ๐ŸชŸ - Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison. -- [velyan/pdf-card-mcp](https://github.com/velyan/pdf-card-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing. [![velyan/pdf-card-mcp MCP server](https://glama.ai/mcp/servers/velyan/pdf-card-mcp/badges/score.svg)](https://glama.ai/mcp/servers/velyan/pdf-card-mcp) +- [velyan/pdf-card-mcp](https://github.com/velyan/pdf-card-mcp) [![velyan/pdf-card-mcp MCP server](https://glama.ai/mcp/servers/velyan/pdf-card-mcp/badges/score.svg)](https://glama.ai/mcp/servers/velyan/pdf-card-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing. - [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDALโ„ข - [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for accessing VS Code/Cursor Local History From 5217cf3864f8caf38561993db5db63bd1147f4af Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 19:04:08 -0700 Subject: [PATCH 110/128] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 3539c973a..e71a72d51 100644 --- a/README.md +++ b/README.md @@ -114,7 +114,6 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * ๐ŸŒ - [Social Media](#social-media) * ๐Ÿ”ฎ - [Spirituality & Esoterica](#spirituality-and-esoterica) * ๐Ÿƒ - [Sports](#sports) -- [zafronix/wc-mcp](https://github.com/zafronix/wc-mcp) [![World Cup History MCP server](https://glama.ai/mcp/servers/zafronix/wc-mcp/badges/score.svg)](https://glama.ai/mcp/servers/zafronix/wc-mcp) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Every FIFA World Cup since 1930. 23 tournaments, full squads, knockout brackets, stadium altitudes, hat-tricks. Free tier API. * ๐ŸŽง - [Support & Service Management](#support-and-service-management) * ๐ŸŒŽ - [Translation Services](#translation-services) * ๐ŸŽง - [Text-to-Speech](#text-to-speech) From 0ea5e4944398d9c43a93577b9a2a0cb63e8d0a88 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Sun, 14 Jun 2026 19:05:07 -0700 Subject: [PATCH 111/128] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e71a72d51..573ebdd9a 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) ## Tutorials +* [Tool Definition Quality Score (TDQS)](https://github.com/glama-ai/tool-definition-quality-score) * [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart) * [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0) From 72c1485e960f46ac112cdd8873c7dd2f5fc166e6 Mon Sep 17 00:00:00 2001 From: adan Date: Sun, 14 Jun 2026 19:17:50 -0700 Subject: [PATCH 112/128] Add Glama score badge to adanb13/cirdan entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b64e56769..d747187f8 100644 --- a/README.md +++ b/README.md @@ -2105,7 +2105,7 @@ Tools for creating and editing marketing content, working with web meta data, pr Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. -- [adanb13/cirdan](https://github.com/adanb13/cirdan) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI infrastructure cartographer & MCP server: fingerprints, graphs, and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents. +- [adanb13/cirdan](https://github.com/adanb13/cirdan) [![adanb13/cirdan MCP server](https://glama.ai/mcp/servers/adanb13/cirdan/badges/score.svg)](https://glama.ai/mcp/servers/adanb13/cirdan) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - AI infrastructure cartographer & MCP server: fingerprints, graphs, and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents. - [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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ - 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. - [antonio-mello-ai/mcp-redis-monitor](https://github.com/antonio-mello-ai/mcp-redis-monitor) [![antonio-mello-ai/mcp-redis-monitor MCP server](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-redis-monitor/badges/score.svg)](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-redis-monitor) ๐Ÿ ๐Ÿ  - Read-only Redis monitoring โ€” queue depths by type, Celery queue status, connected clients, server/memory stats, and key counts per database. 5 tools, built with FastMCP. Install: `uvx mcp-redis-monitor`. From 925d79623354cc997d1734a2ed0ca6ac1a33b1cb Mon Sep 17 00:00:00 2001 From: joinwell52-AI Date: Wed, 13 May 2026 23:24:04 +0800 Subject: [PATCH 113/128] add fcop-mcp - 35 MCP tools for file-based multi-agent coordination (governance protocol) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..184323533 100644 --- a/README.md +++ b/README.md @@ -3059,6 +3059,7 @@ Interact with Git repositories and version control platforms. Enables repository - [heymrun/heym](https://github.com/heymrun/heym) [![heymrun/heym MCP server](https://glama.ai/mcp/servers/heymrun/heym/badges/score.svg)](https://glama.ai/mcp/servers/heymrun/heym) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  - Source-available, self-hosted AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas, then expose any workflow as an MCP server (stdio/SSE/Streamable HTTP), or call external MCP servers from the agent node. - [zhangpanda/gomcp](https://github.com/zhangpanda/gomcp) [![zhangpanda/gomcp MCP server](https://glama.ai/mcp/servers/zhangpanda/gomcp/badges/score.svg)](https://glama.ai/mcp/servers/zhangpanda/gomcp) ๐ŸŽ๏ธ - A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, middleware chain, auth, tool groups, adapters for Gin/OpenAPI/gRPC, async tasks, Inspector UI. - [kioie/tiny-go-mcp-server](https://github.com/kioie/tiny-go-mcp-server) [![tiny-go-mcp-server MCP server](https://glama.ai/mcp/servers/kioie/tiny-go-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/kioie/tiny-go-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github.com/modelcontextprotocol/go-sdk) for stdio MCP servers: struct-tag JSON Schema inference, `tinymcp` library, reference binary `tiny-go-mcp`, ~5MB static builds. For teams that want go-sdk compliance with minimal boilerplate (`go get github.com/kioie/tiny-go-mcp-server/tinymcp@v1.0.0`). +- [joinwell52-AI/FCoP](https://github.com/joinwell52-AI/FCoP) [![FCoP MCP server](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/badges/card.svg)](https://glama.ai/mcp/servers/joinwell52-AI/FCoP) [![FCoP MCP server](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/badges/score.svg)](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/score) ๐Ÿ ๐Ÿ  - File-based Coordination Protocol: behavior governance layer for multi-agent teams. 45 MCP tools (write_task, write_report, write_issue, write_review, lifecycle claim/submit/approveโ€ฆ). Agents coordinate via structured Markdown files (\_lifecycle/\) โ€” no message broker, no database, just the filesystem. Official MCP Registry: io.github.joinwell52-AI/fcop (v3.2.5). pip install fcop-mcp - [FastMCP](https://github.com/jlowin/fastmcp) ๐Ÿ - 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) ๐Ÿฆ€ ๐Ÿ - 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) ๐Ÿ“‡ - A high-level framework for building MCP servers in TypeScript From cedec27c4045f52bd2cb91594b403e39f230173b Mon Sep 17 00:00:00 2001 From: mafy Date: Mon, 15 Jun 2026 11:22:42 +0800 Subject: [PATCH 114/128] =?UTF-8?q?fix:=20correct=20Glama=20badge=20URL=20?= =?UTF-8?q?(badge=20=E2=86=92=20badges)?= 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 68f0e95f8..0b2ae7ace 100644 --- a/README.md +++ b/README.md @@ -1819,7 +1819,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) ๐Ÿ ๐Ÿ  - 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. - [cachly-dev/cachly-mcp](https://github.com/cachly-dev/cachly-mcp) [![cachly-dev/cachly-mcp MCP server](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cachly-dev/cachly-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent AI memory brain for Claude Code, Cursor, Copilot, Windsurf, Cline & Zed. `session_start()` briefs your AI on last session, lessons, and open tasks in one call. 84 tools โ€” Team Brain, semantic BM25+ search, Team Telepathy, Ambient Git Learning, Memory Crystals, Analytics, and managed Valkey/Redis. `npx @cachly-dev/init` โ€” free tier, no credit card. [Website](https://cachly.dev) - [cdeust/Cortex](https://github.com/cdeust/Cortex) [![badge](https://glama.ai/mcp/servers/cdeust/Cortex/badge)](https://glama.ai/mcp/servers/cdeust/Cortex) ๐Ÿ ๐Ÿ  ๐ŸŽ - 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` -- [contradictory-body/cc-sensei](https://github.com/contradictory-body/cc-sensei) [![contradictory-body/cc-sensei MCP server](https://glama.ai/mcp/servers/contradictory-body/cc-sensei/badge/score.svg)](https://glama.ai/mcp/servers/contradictory-body/cc-sensei) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps. +- [contradictory-body/cc-sensei](https://github.com/contradictory-body/cc-sensei) [![contradictory-body/cc-sensei MCP server](https://glama.ai/mcp/servers/contradictory-body/cc-sensei/badges/score.svg)](https://glama.ai/mcp/servers/contradictory-body/cc-sensei) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps. - [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) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐Ÿ“‡ โ˜๏ธ - Shared knowledge base where AI agents exchange proven solutions โ€” 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. From dfb45be427946c774deea91133141f6cca7f404b Mon Sep 17 00:00:00 2001 From: Jonhnson Nakano Date: Mon, 15 Jun 2026 11:59:07 +0800 Subject: [PATCH 115/128] Add Glama score badge to artifacta-mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 353a934a7..16df02fbd 100644 --- a/README.md +++ b/README.md @@ -1942,7 +1942,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Full automation of Google NotebookLM โ€” 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) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. -- [SagaPeak/artifacta-mcp](https://github.com/SagaPeak/artifacta-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - The artifact store for AI agents. Every output your agents produce โ€” persisted, retrievable, shareable. Across runs, sessions, and tools. Session/agent metadata, content-hash dedup, expiring share links; 11 tools with path-confined uploads and destructive actions gated by default. TypeScript (`npx @artifacta-mcp/mcp`) and Python (`pipx run artifacta-mcp`). +- [SagaPeak/artifacta-mcp](https://github.com/SagaPeak/artifacta-mcp) [![SagaPeak/artifacta-mcp MCP server](https://glama.ai/mcp/servers/SagaPeak/artifacta-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SagaPeak/artifacta-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - The artifact store for AI agents. Every output your agents produce โ€” persisted, retrievable, shareable. Across runs, sessions, and tools. Session/agent metadata, content-hash dedup, expiring share links; 11 tools with path-confined uploads and destructive actions gated by default. TypeScript (`npx @artifacta-mcp/mcp`) and Python (`pipx run artifacta-mcp`). - [SaravananJaichandar/world-model-mcp](https://github.com/SaravananJaichandar/world-model-mcp) [![SaravananJaichandar/world-model-mcp MCP server](https://glama.ai/mcp/servers/SaravananJaichandar/world-model-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SaravananJaichandar/world-model-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Temporal knowledge graph for codebases. Captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook. 22 MCP tools, 9 SQLite databases with FTS5, supports Python/TypeScript/JavaScript/Solidity/Go/Rust/Java. Install via `pip install world-model-mcp`. - [sachitrafa/YourMemory](https://github.com/sachitrafa/YourMemory) [![sachitrafa/YourMemory MCP server](https://glama.ai/mcp/servers/sachitrafa/YourMemory/badges/score.svg)](https://glama.ai/mcp/servers/sachitrafa/YourMemory) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid BM25+vector retrieval, and entity graph for multi-hop reasoning. Memories auto-prune by importance and recall rate. Built-in browser dashboard, multi-agent support, and `yourmemory ask` for zero-API-call local queries. `pip install yourmemory` - [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) ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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 a4a79526cf0f663c5506d6fe0f54edcc6a14a790 Mon Sep 17 00:00:00 2001 From: Laszlo Pere <226979892+laszlopere@users.noreply.github.com> Date: Mon, 15 Jun 2026 06:23:15 +0200 Subject: [PATCH 116/128] =?UTF-8?q?Add=20laszlopere/mcp-tmux=20?= =?UTF-8?q?=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 573ebdd9a..c728ed923 100644 --- a/README.md +++ b/README.md @@ -581,6 +581,7 @@ Run commands, capture output and otherwise interact with shells and command line - [LukeLamb/claude-terminal-mcp](https://github.com/LukeLamb/claude-terminal-mcp) [![LukeLamb/claude-terminal-mcp MCP server](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LukeLamb/claude-terminal-mcp) ๐Ÿ“‡ ๐Ÿ  ๐Ÿง ๐ŸŽ - Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macOS. Zero npm deps, pure Node. - [HasanJahidul/terminal-history-mcp](https://github.com/HasanJahidul/terminal-history-mcp) [![HasanJahidul/terminal-history-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert. Captures cwd / exit code / duration via opt-in shell hook. Tools: `search_history`, `recent_in_dir`, `failed_commands`, `command_chains`, `reindex`. - [HasanJahidul/localhost-mcp](https://github.com/HasanJahidul/localhost-mcp) [![localhost-mcp MCP server](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Inspect, manage, and kill local dev servers. Lists what's listening on each port (pid, framework, project, uptime, memory, cpu), diagnoses port conflicts with free alternatives nearby, finds zombie processes, and kills by pid or port with a dry-run default. +- [laszlopere/mcp-tmux](https://github.com/laszlopere/mcp-tmux) [![laszlopere/mcp-tmux MCP server](https://glama.ai/mcp/servers/laszlopere/mcp-tmux/badges/score.svg)](https://glama.ai/mcp/servers/laszlopere/mcp-tmux) ๐Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ - Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture โ€” local or remote over SSH. Curated tools plus a raw `tmux_command` passthrough; works against tmux 1.8+. Shared, visible sessions for pair-programming with the agent. `uvx mcp-tmux`. - [zb-ss/servonaut](https://github.com/zb-ss/servonaut) [![zb-ss/servonaut MCP server](https://glama.ai/mcp/servers/@zb-ss/servonaut/badges/score.svg)](https://glama.ai/mcp/servers/@zb-ss/servonaut) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐Ÿง - Manage AWS EC2, Hetzner, OVH and custom SSH servers: run commands, fetch logs, CloudWatch/CloudTrail queries, fleet health snapshots, IP banning, S3 โ€” with readonly/standard/dangerous guard tiers and a JSONL audit trail. ### ๐Ÿ’ฌ Communication From 0d06964932a971d2a112fad7af27e919f0855c84 Mon Sep 17 00:00:00 2001 From: Laszlo Pere <226979892+laszlopere@users.noreply.github.com> Date: Mon, 15 Jun 2026 06:23:16 +0200 Subject: [PATCH 117/128] =?UTF-8?q?Add=20laszlopere/mcp-bytesmith=20?= =?UTF-8?q?=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 573ebdd9a..406180a3f 100644 --- a/README.md +++ b/README.md @@ -702,6 +702,7 @@ Tools for building and operating AI conversation agents that hold structured dia Tools for encrypting and decrypting data. - [denismaggior8/enigma-python-mcp](https://github.com/denismaggior8/enigma-python-mcp) [![denismaggior8/enigma-python-mcp MCP server](https://glama.ai/mcp/servers/denismaggior8/enigma-python-mcp/badges/score.svg)](https://glama.ai/mcp/servers/denismaggior8/enigma-python-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - A Model Context Protocol server that brings the capabilities of [enigmapython](https://github.com/denismaggior8/enigma-python) library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators. +- [laszlopere/mcp-bytesmith](https://github.com/laszlopere/mcp-bytesmith) [![laszlopere/mcp-bytesmith MCP server](https://glama.ai/mcp/servers/laszlopere/mcp-bytesmith/badges/score.svg)](https://glama.ai/mcp/servers/laszlopere/mcp-bytesmith) ๐Ÿ ๐Ÿ  - Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45โ€ฆ), cryptographic + CRC hashing, base conversion, and CSPRNG tokens/passphrases, plus an opt-in Ethereum/EVM toolset (keccak, ABI/RLP codecs, EIP-191/712 hashing, function/event selectors, EIP-55). No network calls. `uvx mcp-bytesmith`. ### ๐Ÿ‘ค Customer Data Platforms From 0bbebaa67fe41f022d072e493139f61acdf431ee Mon Sep 17 00:00:00 2001 From: Laszlo Pere <226979892+laszlopere@users.noreply.github.com> Date: Mon, 15 Jun 2026 06:23:18 +0200 Subject: [PATCH 118/128] =?UTF-8?q?Add=20laszlopere/mcp-abacus=20?= =?UTF-8?q?=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 573ebdd9a..a15f82763 100644 --- a/README.md +++ b/README.md @@ -1257,6 +1257,7 @@ Tools and integrations that enhance the development workflow and environment man - [parasxos/cpp26-adapter](https://github.com/parasxos/cpp26-adapter) [![parasxos/cpp26-adapter MCP server](https://glama.ai/mcp/servers/parasxos/cpp26-adapter/badges/score.svg)](https://glama.ai/mcp/servers/parasxos/cpp26-adapter) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_paper`, fuzzy `search`, `compiler_status` over a 216-paper ISO/IEC 14882:2026 corpus. The plugin's skill + reviewer subagent use these tools to bias Claude toward reflection, contracts, `std::execution` senders, `#embed`, expansion statements โ€” even when the local compiler lags. 95% on a held 39-task eval gate. - [graphpilot-oss/graphpilot](https://github.com/graphpilot-oss/graphpilot) [![graphpilot-oss/graphpilot MCP server](https://glama.ai/mcp/servers/graphpilot-oss/graphpilot/badges/score.svg)](https://glama.ai/mcp/servers/graphpilot-oss/graphpilot) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP โ€” with file:line@sha evidence anchors and branch-aware differential impact โ€” so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. `npx @graphpilot-oss/graphpilot mcp` +- [laszlopere/mcp-abacus](https://github.com/laszlopere/mcp-abacus) [![laszlopere/mcp-abacus MCP server](https://glama.ai/mcp/servers/laszlopere/mcp-abacus/badges/score.svg)](https://glama.ai/mcp/servers/laszlopere/mcp-abacus) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐Ÿง - Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 double, or exact rational arithmetic, with every answer labelled exact vs inexact. Tools: calculate, analyze, solver, help, info. Offline, no network. `uvx mcp-abacus`. - [joaoh82/rustunnel](https://github.com/joaoh82/rustunnel) [![joaoh82/rustunnel MCP server](https://glama.ai/mcp/servers/joaoh82/rustunnel/badges/score.svg)](https://glama.ai/mcp/servers/joaoh82/rustunnel) ๐Ÿฆ€ ๐Ÿ  โ˜๏ธ - MCP server that lets AI agents create and manage public tunnels to local services (webhooks, dev servers, sharing) โ€” six tools covering HTTP/TCP/UDP tunnels, custom subdomains, regions, and load-balanced pools. Pairs with the rustunnel CLI; managed cloud or self-hosted (AGPL). From d49ba6c31826023700d080970c5ae0de712509d5 Mon Sep 17 00:00:00 2001 From: Laszlo Pere <226979892+laszlopere@users.noreply.github.com> Date: Mon, 15 Jun 2026 06:23:19 +0200 Subject: [PATCH 119/128] =?UTF-8?q?Add=20laszlopere/mcp-kodi=20?= =?UTF-8?q?=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 573ebdd9a..6696b2555 100644 --- a/README.md +++ b/README.md @@ -1809,6 +1809,7 @@ Control smart home devices, home network equipment, and automation systems. - [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) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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) ๐ŸŽ๏ธ ๐Ÿ  - Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions - [ober37/ac-infinity-mcp](https://github.com/ober37/ac-infinity-mcp) [![ober37/ac-infinity-mcp MCP server](https://glama.ai/mcp/servers/ober37/ac-infinity-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ober37/ac-infinity-mcp) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Monitor and automate AC Infinity grow controllers through natural conversation with Claude. 25 tools covering live sensor data, multi-day history, VPD/temperature/humidity automations, port control, advance scheduling, and grow stage templates. +- [laszlopere/mcp-kodi](https://github.com/laszlopere/mcp-kodi) [![laszlopere/mcp-kodi MCP server](https://glama.ai/mcp/servers/laszlopere/mcp-kodi/badges/score.svg)](https://glama.ai/mcp/servers/laszlopere/mcp-kodi) ๐ŸŒŠ ๐Ÿ  ๐Ÿง - Control a Kodi media player over its JSON-RPC API โ€” transport, volume, library search, queue management, and playback history. 16 tools, targetable across multiple Kodi instances. Written in C on the GLib stack; builds from source (autotools / .deb). ### ๐Ÿง  Knowledge & Memory From 24b8bff9020a6ffe42db2f2bb3b2f67a655a54bc Mon Sep 17 00:00:00 2001 From: ttatavarthi Date: Fri, 12 Jun 2026 22:25:25 +0530 Subject: [PATCH 120/128] Add NowSecure MCP Server to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..27580f96c 100644 --- a/README.md +++ b/README.md @@ -887,6 +887,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. - [modus-agendi/managed-agent-control-mcp](https://github.com/modus-agendi/managed-agent-control-mcp) [![modus-agendi/managed-agent-control-mcp MCP server](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp/badges/score.svg)](https://glama.ai/mcp/servers/modus-agendi/managed-agent-control-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Start, observe, and interact with Claude Managed Agents from any MCP client โ€” launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound auth (bearer/OIDC/Cognito). - [naveenayalla1-CS50/mcp-server-toolkit](https://github.com/naveenayalla1-CS50/mcp-server-toolkit) [![naveenayalla1-CS50/mcp-server-toolkit MCP server](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/naveenayalla1-CS50/mcp-server-toolkit) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf. +- [tatavarthitarun/nowsecure-mcp-server](https://github.com/tatavarthitarun/nowsecure-mcp-server) [![tatavarthitarun/nowsecure-mcp-server MCP server](https://glama.ai/mcp/servers/tatavarthitarun/nowsecure-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/tatavarthitarun/nowsecure-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - MCP server for NowSecure Platform mobile security testing. List applications, pull remediation findings via GraphQL, and generate PDF reports locally (bypasses broken UI export). Published as `nowsecure-mcp-server`. `npx -y nowsecure-mcp-server` - [adrianczuczka/mason](https://github.com/adrianczuczka/mason) [![adrianczuczka/mason MCP server](https://glama.ai/mcp/servers/adrianczuczka/mason/badges/score.svg)](https://glama.ai/mcp/servers/adrianczuczka/mason) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries. The fast, idiomatic Go framework for building MCP servers. Struct-tag auto schema, middleware chain, and adapters to import existing Gin/OpenAPI/gRPC services as MCP tools. - [masondelan/selvedge](https://github.com/masondelan/selvedge) [![masondelan/selvedge MCP server](https://glama.ai/mcp/servers/masondelan/selvedge/badges/score.svg)](https://glama.ai/mcp/servers/masondelan/selvedge) ๐Ÿ ๐Ÿ  - Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate. From c05171d475a98eb6d5f4836c5426a5fd66689c0b Mon Sep 17 00:00:00 2001 From: Rayner <1361209507@qq.com> Date: Mon, 15 Jun 2026 14:31:09 +0800 Subject: [PATCH 121/128] Add ChatCrystal MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..ffae58f5a 100644 --- a/README.md +++ b/README.md @@ -1856,6 +1856,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [CanopyHQ/phloem](https://github.com/CanopyHQ/phloem) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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. - [Cavinooo/claude-find](https://github.com/Cavinooo/claude-find) [![Cavinooo/claude-find MCP server](https://glama.ai/mcp/servers/Cavinooo/claude-find/badges/score.svg)](https://glama.ai/mcp/servers/Cavinooo/claude-find) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Pull Deep Memory from across your Claude Code Sessions โ€” when you need it. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. +- [ZengLiangYi/ChatCrystal](https://github.com/ZengLiangYi/ChatCrystal) [![ZengLiangYi/ChatCrystal MCP server](https://glama.ai/mcp/servers/ZengLiangYi/ChatCrystal/badges/score.svg)](https://glama.ai/mcp/servers/ZengLiangYi/ChatCrystal) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and reusable MCP memory. `npx -y chatcrystal mcp` - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) ๐Ÿ“‡ ๐Ÿ  - 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) ๐Ÿฆ€ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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** โ€” testers and feedback welcome. - [cipherfoxie/sovereign-mcp](https://github.com/cipherfoxie/sovereign-mcp) [![cipherfoxie/sovereign-mcp MCP server](https://glama.ai/mcp/servers/cipherfoxie/sovereign-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cipherfoxie/sovereign-mcp) ๐Ÿ โ˜๏ธ ๐Ÿง - MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 44+ articles covering SGLang, Mistral, Voxtral, OpenClaw. Three tools: full-text search, article retrieval, and SGLang config validator for GB10 hardware. Free, no auth, no client-side tracking. `https://mcp.sovgrid.org/self-hosted-ai?ref=awesome-mcp` From 99eba4a7f52e9e0ebb6487b213492fc06f60f2ee Mon Sep 17 00:00:00 2001 From: Jamie Partridge Date: Mon, 15 Jun 2026 07:45:14 +0000 Subject: [PATCH 122/128] Add Glama badge to posteverywhere/mcp entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7d6f00b16..31f3d166a 100644 --- a/README.md +++ b/README.md @@ -2618,7 +2618,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [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) ๐Ÿ“‡ โ˜๏ธ - Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform โ€” 57 tools for publishing, comments, insights, hashtags, DMs, and token management. - [mobileshop9991-star/clipwise-mcp](https://github.com/mobileshop9991-star/clipwise-mcp) [![mobileshop9991-star/clipwise-mcp MCP server](https://glama.ai/mcp/servers/@mobileshop9991-star/clipwise-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mobileshop9991-star/clipwise-mcp) ๐Ÿ“‡ โ˜๏ธ - AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels). Three tools โ€” viral TikTok trend search across 20+ countries, service info, and use-case scenarios for video analysis, competitor research, and content strategy. Install: `npx -y clipwise-mcp-server`. Free plan at tryclipwise.com. - [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) ๐Ÿ“‡ โ˜๏ธ - 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. -- [posteverywhere/mcp](https://github.com/posteverywhere/mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Hosted MCP server to schedule and publish across 11 social platforms (Instagram, LinkedIn, TikTok, X, YouTube, Facebook, Threads, Pinterest, Bluesky, Discord, Telegram). 32 tools covering posts, campaigns, bulk operations, media, analytics, webhooks, and AI captions. Connect with one URL, or run locally via `npx -y @posteverywhere/mcp`. +- [posteverywhere/mcp](https://github.com/posteverywhere/mcp) [![posteverywhere/mcp MCP server](https://glama.ai/mcp/servers/posteverywhere/mcp/badges/score.svg)](https://glama.ai/mcp/servers/posteverywhere/mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Hosted MCP server to schedule and publish across 11 social platforms (Instagram, LinkedIn, TikTok, X, YouTube, Facebook, Threads, Pinterest, Bluesky, Discord, Telegram). 32 tools covering posts, campaigns, bulk operations, media, analytics, webhooks, and AI captions. Connect with one URL, or run locally via `npx -y @posteverywhere/mcp`. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) ๐Ÿ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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 โ€” all without leaving your AI client. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) ๐Ÿ ๐Ÿ  โ˜๏ธ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. From a2465706434d66e2e11c412d89ecb72603b99d84 Mon Sep 17 00:00:00 2001 From: Luis Cosio Date: Mon, 15 Jun 2026 16:31:24 -0600 Subject: [PATCH 123/128] Add agentmetal/mcp to Cloud Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..062e67a05 100644 --- a/README.md +++ b/README.md @@ -396,6 +396,7 @@ Cloud platform service integration. Enables management and interaction with clou - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐Ÿง - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - 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. +- [agentmetal/mcp](https://github.com/agentmetal/mcp) [![agentmetal/mcp MCP server](https://glama.ai/mcp/servers/agentmetal/mcp/badges/score.svg)](https://glama.ai/mcp/servers/agentmetal/mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Provision, SSH into, run commands on, and manage Linux VPSes from an agent โ€” pay USDC over x402 or by card over HTTP 402, a running box in under 60s. No signup, no API key to buy. - [anythink-cloud/anythink-cli](https://github.com/anythink-cloud/anythink-cli) [![anythink-cloud/anythink-cli MCP server](https://glama.ai/mcp/servers/anythink-cloud/anythink-cli/badges/score.svg)](https://glama.ai/mcp/servers/anythink-cloud/anythink-cli) #๏ธ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Build and run a complete backend from your agent on the Anythink platform: relational data with row-/field-level security, full-text + semantic + geo search, RBAC + BYOK, a workflow/automation engine, a growth & retention engine (email, actionable push, promotions, per-user referral codes + rewards, points/credits), payments + marketplace billing, and a growing catalog of integrations (Claude, OpenAI, Slack, Google, GitHubโ€ฆ) โ€” driven through one CLI-backed MCP tool. Install with `npx -y @anythink-cloud/mcp`. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) ๐Ÿ“‡ โ˜๏ธ - 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) ๐Ÿ โ˜๏ธ - 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. From bba6d8b4c40bce2976d814dbfc69f0f85b53a9c0 Mon Sep 17 00:00:00 2001 From: 0rkz Date: Mon, 15 Jun 2026 20:51:30 -0400 Subject: [PATCH 124/128] Add 0rkz/byte-mcp-server to Finance & Fintech Per-byte USDC data marketplace for AI agents (x402, Arbitrum). Rebased onto current main to resolve the merge conflict. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..fbcf27f5a 100644 --- a/README.md +++ b/README.md @@ -1417,6 +1417,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [juergenkoller-software/distill-mcp](https://github.com/juergenkoller-software/distill-mcp) [![juergenkoller-software/distill-mcp MCP server](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp) ๐Ÿ  ๐ŸŽ - MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) โ€” AI file renamer that analyzes content (PDF/OCR/Office/email/media) and renames files with descriptive names. Five AI providers (Claude, OpenAI, Gemini, Ollama, Apple Intelligence), pay-per-use credits, folder monitoring, 9 MCP tools. ### ๐Ÿ’ฐ Finance & Fintech +- [0rkz/byte-mcp-server](https://github.com/0rkz/byte-mcp-server) [![0rkz/byte-mcp-server MCP server](https://glama.ai/mcp/servers/0rkz%2Fbyte-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/0rkz%2Fbyte-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - PayPerByte โ€” per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via x402 gateway. 15 tools, zero API keys. - [Savvly/savvly-mcp](https://github.com/Savvly/savvly-mcp) [![Savvly/savvly-mcp MCP server](https://glama.ai/mcp/servers/Savvly/savvly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Savvly/savvly-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Savvly Longevity Benefit Fund: retirement projections (lump-sum, monthly, and full trajectory), product comparisons, eligibility checks, and FAQ search. An SEC-registered fund offering market upside plus longevity protection. Remote at api.savvly.com/mcp or `npx @savvly/mcp-server`. - [eliasfire617/crypto-market-data-mcp](https://github.com/eliasfire617/crypto-market-data-mcp) [![eliasfire617/crypto-market-data-mcp MCP server](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp/badges/score.svg)](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp) ๐Ÿ โ˜๏ธ - Live crypto market data โ€” price, funding rates, open interest, long/short ratio, order book, candles โ€” across Bybit, Binance, OKX, Hyperliquid, Gate, KuCoin via CCXT, with funding-rate arbitrage comparison. - [teodorofodocrispin-cmyk/intelica-mcp](https://github.com/teodorofodocrispin-cmyk/intelica-mcp) [![intelica-mcp MCP server](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp/badges/score.svg)](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) ๐Ÿ โ˜๏ธ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and returns structured JSON with market positioning, competitors, pain points, and executable Market Score (threat_level, moat_strength, agent_recommendation). 10 context modes including regulatory_compliance, venture_screening, crypto_protocol, and sales_enablement. Pay-per-call via x402 on Base and Solana mainnet โ€” no accounts, no API keys. From d2ac6c7540de227e8d721cef0ef45cbfb43376e3 Mon Sep 17 00:00:00 2001 From: appcreationsca Date: Mon, 15 Jun 2026 19:57:55 -0600 Subject: [PATCH 125/128] Add BumpGuard to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 573ebdd9a..ba7d180d8 100644 --- a/README.md +++ b/README.md @@ -882,6 +882,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools +- [appcreationsca/bumpguard-mcp](https://github.com/appcreationsca/bumpguard-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break *before* you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only โ€” never runs third-party code. Python + .NET. `pip install bumpguard-mcp` - [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) [![DeusData/codebase-memory-mcp MCP server](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp/badges/score.svg)](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp) ๐ŸŒŠ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ€” functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp` - [forgemeshlabs/aso-audit-mcp](https://github.com/forgemeshlabs/aso-audit-mcp) [![forgemeshlabs/aso-audit-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Free Agent Signal Optimization scanner for website/API agent readiness. Scores discovery, identity, trust, commerce, reputation, and memory signals; validates robots.txt AI bot rules, llms.txt, agent.json, Google A2A agent cards, MCP server cards, API catalogs, OAuth metadata, x402, pricing, security.txt, status endpoints, and cross-file identity consistency. Returns ASO maturity levels, evidence, and prioritized fix plans. Local stdio or Glama-hosted, no API key required. `npx -y @forgemeshlabs/aso-audit-mcp`. - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. From 8ac7fe76b342d96b113b71064e184879fa22057e Mon Sep 17 00:00:00 2001 From: appcreationsca Date: Mon, 15 Jun 2026 20:21:55 -0600 Subject: [PATCH 126/128] Add Glama score badge to BumpGuard entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ba7d180d8..7a13782e5 100644 --- a/README.md +++ b/README.md @@ -882,7 +882,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. ### ๐Ÿ’ป Developer Tools -- [appcreationsca/bumpguard-mcp](https://github.com/appcreationsca/bumpguard-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break *before* you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only โ€” never runs third-party code. Python + .NET. `pip install bumpguard-mcp` +- [appcreationsca/bumpguard-mcp](https://github.com/appcreationsca/bumpguard-mcp) [![appcreationsca/bumpguard-mcp MCP server](https://glama.ai/mcp/servers/appcreationsca/bumpguard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/appcreationsca/bumpguard-mcp) ๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break *before* you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only โ€” never runs third-party code. Python + .NET. `pip install bumpguard-mcp` - [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) [![DeusData/codebase-memory-mcp MCP server](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp/badges/score.svg)](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp) ๐ŸŒŠ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ€” functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp` - [forgemeshlabs/aso-audit-mcp](https://github.com/forgemeshlabs/aso-audit-mcp) [![forgemeshlabs/aso-audit-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/aso-audit-mcp) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Free Agent Signal Optimization scanner for website/API agent readiness. Scores discovery, identity, trust, commerce, reputation, and memory signals; validates robots.txt AI bot rules, llms.txt, agent.json, Google A2A agent cards, MCP server cards, API catalogs, OAuth metadata, x402, pricing, security.txt, status endpoints, and cross-file identity consistency. Returns ASO maturity levels, evidence, and prioritized fix plans. Local stdio or Glama-hosted, no API key required. `npx -y @forgemeshlabs/aso-audit-mcp`. - [KyaniteLabs/checkyourself](https://github.com/KyaniteLabs/checkyourself) [![KyaniteLabs/checkyourself MCP server](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself/badges/score.svg)](https://glama.ai/mcp/servers/KyaniteLabs/checkyourself) ๐Ÿ ๐Ÿ  - Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch. From ebcd710fa1f4dc5cdd450a3f3faef0dd5d796f5e Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Tue, 16 Jun 2026 00:01:00 -0400 Subject: [PATCH 127/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d4de85a1c..a69345599 100644 --- a/README.md +++ b/README.md @@ -1421,7 +1421,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [juergenkoller-software/distill-mcp](https://github.com/juergenkoller-software/distill-mcp) [![juergenkoller-software/distill-mcp MCP server](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp) ๐Ÿ  ๐ŸŽ - MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) โ€” AI file renamer that analyzes content (PDF/OCR/Office/email/media) and renames files with descriptive names. Five AI providers (Claude, OpenAI, Gemini, Ollama, Apple Intelligence), pay-per-use credits, folder monitoring, 9 MCP tools. ### ๐Ÿ’ฐ Finance & Fintech -- [0rkz/byte-mcp-server](https://github.com/0rkz/byte-mcp-server) [![0rkz/byte-mcp-server MCP server](https://glama.ai/mcp/servers/0rkz%2Fbyte-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/0rkz%2Fbyte-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - PayPerByte โ€” per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via x402 gateway. 15 tools, zero API keys. +- [0rkz/byte-mcp-server](https://github.com/0rkz/byte-mcp-server) [![0rkz/byte-mcp-server MCP server](https://glama.ai/mcp/servers/0rkz/byte-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/0rkz/byte-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - PayPerByte โ€” per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via x402 gateway. 15 tools, zero API keys. - [Savvly/savvly-mcp](https://github.com/Savvly/savvly-mcp) [![Savvly/savvly-mcp MCP server](https://glama.ai/mcp/servers/Savvly/savvly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Savvly/savvly-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Savvly Longevity Benefit Fund: retirement projections (lump-sum, monthly, and full trajectory), product comparisons, eligibility checks, and FAQ search. An SEC-registered fund offering market upside plus longevity protection. Remote at api.savvly.com/mcp or `npx @savvly/mcp-server`. - [eliasfire617/crypto-market-data-mcp](https://github.com/eliasfire617/crypto-market-data-mcp) [![eliasfire617/crypto-market-data-mcp MCP server](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp/badges/score.svg)](https://glama.ai/mcp/servers/eliasfire617/crypto-market-data-mcp) ๐Ÿ โ˜๏ธ - Live crypto market data โ€” price, funding rates, open interest, long/short ratio, order book, candles โ€” across Bybit, Binance, OKX, Hyperliquid, Gate, KuCoin via CCXT, with funding-rate arbitrage comparison. - [teodorofodocrispin-cmyk/intelica-mcp](https://github.com/teodorofodocrispin-cmyk/intelica-mcp) [![intelica-mcp MCP server](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp/badges/score.svg)](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) ๐Ÿ โ˜๏ธ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and returns structured JSON with market positioning, competitors, pain points, and executable Market Score (threat_level, moat_strength, agent_recommendation). 10 context modes including regulatory_compliance, venture_screening, crypto_protocol, and sales_enablement. Pay-per-call via x402 on Base and Solana mainnet โ€” no accounts, no API keys. From a09f74c12ec86b6139f5c3c3f4c1bb8de0d4cdf5 Mon Sep 17 00:00:00 2001 From: Frank Fiegel Date: Tue, 16 Jun 2026 00:14:17 -0400 Subject: [PATCH 128/128] Fix entry formatting --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 391086474..50fb8bc21 100644 --- a/README.md +++ b/README.md @@ -3072,7 +3072,7 @@ Interact with Git repositories and version control platforms. Enables repository - [heymrun/heym](https://github.com/heymrun/heym) [![heymrun/heym MCP server](https://glama.ai/mcp/servers/heymrun/heym/badges/score.svg)](https://glama.ai/mcp/servers/heymrun/heym) ๐Ÿ ๐Ÿ“‡ ๐Ÿ  - Source-available, self-hosted AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas, then expose any workflow as an MCP server (stdio/SSE/Streamable HTTP), or call external MCP servers from the agent node. - [zhangpanda/gomcp](https://github.com/zhangpanda/gomcp) [![zhangpanda/gomcp MCP server](https://glama.ai/mcp/servers/zhangpanda/gomcp/badges/score.svg)](https://glama.ai/mcp/servers/zhangpanda/gomcp) ๐ŸŽ๏ธ - A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, middleware chain, auth, tool groups, adapters for Gin/OpenAPI/gRPC, async tasks, Inspector UI. - [kioie/tiny-go-mcp-server](https://github.com/kioie/tiny-go-mcp-server) [![tiny-go-mcp-server MCP server](https://glama.ai/mcp/servers/kioie/tiny-go-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/kioie/tiny-go-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github.com/modelcontextprotocol/go-sdk) for stdio MCP servers: struct-tag JSON Schema inference, `tinymcp` library, reference binary `tiny-go-mcp`, ~5MB static builds. For teams that want go-sdk compliance with minimal boilerplate (`go get github.com/kioie/tiny-go-mcp-server/tinymcp@v1.0.0`). -- [joinwell52-AI/FCoP](https://github.com/joinwell52-AI/FCoP) [![FCoP MCP server](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/badges/card.svg)](https://glama.ai/mcp/servers/joinwell52-AI/FCoP) [![FCoP MCP server](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/badges/score.svg)](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/score) ๐Ÿ ๐Ÿ  - File-based Coordination Protocol: behavior governance layer for multi-agent teams. 45 MCP tools (write_task, write_report, write_issue, write_review, lifecycle claim/submit/approveโ€ฆ). Agents coordinate via structured Markdown files (\_lifecycle/\) โ€” no message broker, no database, just the filesystem. Official MCP Registry: io.github.joinwell52-AI/fcop (v3.2.5). pip install fcop-mcp +- [joinwell52-AI/FCoP](https://github.com/joinwell52-AI/FCoP) [![FCoP MCP server](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/badges/score.svg)](https://glama.ai/mcp/servers/joinwell52-AI/FCoP/score) ๐Ÿ ๐Ÿ  - File-based Coordination Protocol: behavior governance layer for multi-agent teams. 45 MCP tools (write_task, write_report, write_issue, write_review, lifecycle claim/submit/approveโ€ฆ). Agents coordinate via structured Markdown files (\_lifecycle/\) โ€” no message broker, no database, just the filesystem. Official MCP Registry: io.github.joinwell52-AI/fcop (v3.2.5). pip install fcop-mcp - [FastMCP](https://github.com/jlowin/fastmcp) ๐Ÿ - 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) ๐Ÿฆ€ ๐Ÿ - 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) ๐Ÿ“‡ - A high-level framework for building MCP servers in TypeScript