Merge upstream/main into add-demandscope; resolve README conflict (keep both Developer Tools entries)

README.md

@@ -172,6 +172,7 @@ Servers for accessing many apps and tools through a single MCP server.
 - [Proofpane/releases](https://github.com/Proofpane/releases) [![Proofpane/releases MCP server](https://glama.ai/mcp/servers/Proofpane/releases/badges/score.svg)](https://glama.ai/mcp/servers/Proofpane/releases) 🎖️ 🏠 🍎 🪟 🐧 - Governance proxy for MCP: pair once and route your MCP servers through policy gates (allow / deny / human-in-the-loop approval), DLP redaction before the model, and cost caps, with every tool call recorded to a hash-chained audit log exportable as an Ed25519-signed, offline-verifiable evidence pack. Single-file binary daemon (macOS / Linux / Windows); downloads and install docs in the linked repo.
 - [entire-vc/evc-spark-mcp](https://github.com/entire-vc/evc-spark-mcp) [![evc-spark-mcp MCP server](https://glama.ai/mcp/servers/entire-vc/evc-spark-mcp/badges/score.svg)](https://glama.ai/mcp/servers/entire-vc/evc-spark-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Search and discover AI agents, skills, prompts, bundles and MCP connectors from a curated catalog of 4500+ assets.
 - [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
+- [Gliana-Labs/gliana-mcp](https://github.com/Gliana-Labs/gliana-mcp) [![Gliana-Labs/gliana-mcp MCP server](https://glama.ai/mcp/servers/Gliana-Labs/gliana-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Gliana-Labs/gliana-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Pay-per-call access to 90+ AI models (LLM chat, image, video, music, speech) plus utility and data tools — web scraping, screenshots, OCR, face matching, crypto and FX rates. No signup and no API key: HTTP 402 settles each call from your own wallet in USDC on Base, Solana, BNB Chain or Algorand. The tool list is read live from the gateway, so it is never stale. `npx -y gliana-ai-mcp` or remote `https://mcp.glianalabs.com`.
 - [gpu-bridge/mcp-server](https://github.com/gpu-bridge/mcp-server) [![gpu-bridge-mcp-server MCP server](https://glama.ai/mcp/servers/gpu-bridge/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/gpu-bridge/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whisper, embeddings, reranking, OCR) as MCP tools. Pay-per-use via x402 USDC or API key credits.
 -  [carlosahumada89/govrider-mcp-server](https://github.com/carlosahumada89/govrider-mcp-server) [![@carlosahumada89-govrider-mcp-server MCP server](https://glama.ai/mcp/servers/@carlosahumada89-govrider-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@carlosahumada89-govrider-mcp-server) ☁️  📇 - Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide.
 - [gzoonet/cortex](https://github.com/gzoonet/cortex) [![gzoo-cortex MCP server](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex/badges/score.svg)](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex) 📇 🏠 - Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.
@@ -253,8 +254,13 @@ Servers for accessing many apps and tools through a single MCP server.
 MCP servers for creating, coordinating, and executing agreements: commitments, escrow, and multi-party decision workflows across humans, agents, and organizations.
 
 - [CNSLabs/agreements-api-sdk](https://github.com/CNSLabs/agreements-api-sdk) [![CNSLabs/agreements-api-sdk MCP server](https://glama.ai/mcp/servers/CNSLabs/agreements-api-sdk/badges/score.svg)](https://glama.ai/mcp/servers/CNSLabs/agreements-api-sdk) 📇 ☁️ 🏠 - Remote Streamable HTTP and local stdio MCP server for defining, validating, deploying, and operating machine-readable agreements with EIP-712 permit preparation, signed participant inputs, state reads, and input history.
+- [decision-anchor/mcp-server](https://github.com/decision-anchor/mcp-server) [![decision-anchor/mcp-server MCP server](https://glama.ai/mcp/servers/decision-anchor/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/decision-anchor/mcp-server) 📇 ☁️ - External anchoring layer that records AI agent accountability boundaries on both sides — content-blind, non-judgmental. Remote streamable HTTP at https://mcp.decision-anchor.com/mcp; free trial, then pay-per-call USDC (x402) on Base.
 - [humanforai/humanforai-mcp](https://github.com/humanforai/humanforai-mcp) [![humanforai/humanforai-mcp MCP server](https://glama.ai/mcp/servers/humanforai/humanforai-mcp/badges/score.svg)](https://glama.ai/mcp/servers/humanforai/humanforai-mcp) 🎖️ 📇 ☁️ - Hire a real human operator for tasks that need physical presence, perception, or judgment: real-world verification, product testing, AI output review, data collection, and local errands. Remote streamable HTTP at https://humanforai.dev/mcp or local stdio via `npx -y humanforai`.
 
+### ♿ <a name="accessibility"></a>Accessibility
+
+- [kinti/a11y-toolkit](https://github.com/kinti/a11y-toolkit) [![kinti/a11y-toolkit MCP server](https://glama.ai/mcp/servers/kinti/a11y-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/kinti/a11y-toolkit) 🐍 🏠 - MCP server + CLI for WCAG 2.2 accessibility: color contrast (pairs plus pixel-level text-over-image sampling), EU accessibility declaration generation (RD 1112/2018, Ley 11/2023 / European Accessibility Act, EN 301 549), and an aria-live announcement monitor. Multilanguage es/en, zero dependencies.
+
 ### 🎨 <a name="art-and-culture"></a>Art & Culture
 
 Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.
@@ -301,7 +307,9 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
 - [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
 - [mikan-atomoki/text-to-model](https://github.com/mikan-atomoki/text-to-model) [![text-to-model MCP server](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model/badges/score.svg)](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model) 🐍 🏠 🪟 🍎 - Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.
 - [molanojustin/smithsonian-mcp](https://github.com/molanojustin/smithsonian-mcp) 🐍 ☁️ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
+- [noteboxd/mcp](https://github.com/noteboxd/mcp) [![mcp MCP server](https://glama.ai/mcp/servers/Noteboxd/mcp/badges/score.svg)](https://glama.ai/mcp/servers/Noteboxd/mcp) 📇 ☁️ 🏠 - Fragrance and perfume API for AI: query the [Noteboxd](https://www.noteboxd.com) encyclopedia for fragrances, notes, accords, brands, perfumers, reviews, and charts. Hosted remote server at `https://mcp.noteboxd.com/mcp`, or run locally with `npx -y @noteboxd/mcp`.
 - [joshseane/-nmlp-mcp](https://github.com/joshseane/-nmlp-mcp) [![-nmlp-mcp MCP server](https://glama.ai/mcp/servers/joshseane/-nmlp-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joshseane/-nmlp-mcp) 📇 ☁️ - First-edition identification — points of issue, number-line decoding, and publisher rules over a CC-BY, DOI-cited dataset of 6,717 titles — plus New Mexico book-donation logistics. Hosted remote server, no auth. Endpoint: https://newmexicoliteracyproject.org/api/mcp · Registry: `org.newmexicoliteracyproject/nmlp-mcp`
+- [ni-c/calibreweb-mcp](https://github.com/ni-c/calibreweb-mcp) [![ni-c/calibreweb-mcp MCP server](https://glama.ai/mcp/servers/ni-c/calibreweb-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ni-c/calibreweb-mcp) 📇 🏠 - Read-only access to a self-hosted Calibre-Web (or Calibre-Web Automated) ebook library via its OPDS feed: search, curated views and shelves, cover images and per-format download links. `npx -y calibreweb-mcp`
 - [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
 - [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
 - [Pantani/ableton-mind](https://github.com/Pantani/ableton-mind) [![Pantani/ableton-mind MCP server](https://glama.ai/mcp/servers/Pantani/ableton-mind/badges/score.svg)](https://glama.ai/mcp/servers/Pantani/ableton-mind) 📇 🏠 🍎 🪟 - Control Ableton Live from Claude, Cursor or Codex through a local Remote Script bridge: inspect sets, create tracks, scenes and clips, load devices, apply music recipes, and verify changes against Live state.
@@ -317,10 +325,12 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
 - [rosasynthesiz/flstudio-mcp](https://github.com/rosasynthesiz/flstudio-mcp) [![flstudio-mcp MCP server](https://glama.ai/mcp/servers/rosasynthesiz/flstudio-mcp/badges/score.svg)](https://glama.ai/mcp/servers/rosasynthesiz/flstudio-mcp) 🐍 🏠 🪟 - Control FL Studio with AI: in-DAW mixing (Mix Doctor, gain staging, EQ/comp/reverb, reference matching), routing, and composition. 67 tools.
 - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
 - [shunshi-ai/bazi-reader-mcp](https://github.com/shunshi-ai/bazi-reader-mcp) [![shunshi-ai/bazi-reader-mcp MCP server](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp) 📇 🏠 🍎 🪟 🐧 - Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp`
+- [smeet666/mcp-books](https://github.com/smeet666/mcp-books) [![smeet666/mcp-books MCP server](https://glama.ai/mcp/servers/smeet666/mcp-books/badges/score.svg)](https://glama.ai/mcp/servers/smeet666/mcp-books) 📇 ☁️ - Asks the Internet Archive, the Library of Congress and the Bibliothèque nationale de France at once, inside scanned text and across catalogues. Counts are never added and no source's absence is read as evidence about another. Install via `npx mcp-books`.
 - [tasopen/mcp-alphabanana](https://github.com/tasopen/mcp-alphabanana) [![mcp-alphabanana MCP server](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana/badges/score.svg)](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana) 📇 🏠 🍎 🪟 🐧 - Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
 - [TwelveTake-Studios/reaper-mcp](https://github.com/TwelveTake-Studios/reaper-mcp) 🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools
 - [vicseeai/vicsee-mcp-server](https://github.com/vicseeai/vicsee-mcp-server) [![vicseeai/vicsee-mcp-server MCP server](https://glama.ai/mcp/servers/vicseeai/vicsee-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/vicseeai/vicsee-mcp-server) 📇 ☁️ - Generate, edit, and upscale AI video & images (Seedance, Veo, Kling, FLUX, Nano Banana) from any agent via VicSee.
 - [XavierFabregat/spotify-mcp](https://github.com/XavierFabregat/spotify-mcp) [![XavierFabregat/spotify-mcp MCP server](https://glama.ai/mcp/servers/XavierFabregat/spotify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/XavierFabregat/spotify-mcp) 📇 🏠 🍎 🪟 🐧 - Conversational Spotify control with intent-shaped tools: play by description, queue, devices, playlists, and library, plus a 2-minute PKCE setup wizard. Built for the post-Feb-2026 Spotify Web API. `npx -y @xavifabregat/spotify-mcp`
+- [yonlandwu/chinese-almanac-mcp](https://github.com/yonlandwu/chinese-almanac-mcp) [![chinese-almanac-mcp MCP server](https://glama.ai/mcp/servers/yonlandwu/chinese-almanac-mcp/badges/score.svg)](https://glama.ai/mcp/servers/yonlandwu/chinese-almanac-mcp) 📇 🏠 🍎 🪟 🐧 - Chinese almanac (Tung Shing / 通勝) MCP server with NASA JPL solar-term precision: daily almanac readings, 12 hour-pillar luck ratings, solar terms, auspicious-date picking across 8 life activities (wedding, moving, grand opening...), zodiac horoscopes and personal lucky hours. Yi-Ji arbitration follows the 1739 imperial canon *Xie Ji Bian Fang Shu*. `npx -y chinese-almanac-mcp`
 - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information
 - [yuvalsuede/agent-media](https://github.com/yuvalsuede/agent-media) 📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generating, managing, and browsing media.
 
@@ -343,8 +353,10 @@ Design and visualize software architecture, system diagrams, and technical docum
 - [karyaboyraz/mockit-mcp](https://github.com/karyaboyraz/mockit-mcp) [![karyaboyraz/mockit-mcp MCP server](https://glama.ai/mcp/servers/karyaboyraz/mockit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/karyaboyraz/mockit-mcp) 📇 🏠 🍎 🪟 🐧 - Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. Pairs Claude (Opus 4.7 by default) with a Playwright headless renderer. Two backends — `claude` CLI (uses your Claude Code subscription) or Anthropic API. Stdio + HTTP transports, MIT.
 - [Kentucky-ai/opentakeoff](https://github.com/Kentucky-ai/opentakeoff) [![Kentucky-ai/opentakeoff MCP server](https://glama.ai/mcp/servers/Kentucky-ai/opentakeoff/badges/score.svg)](https://glama.ai/mcp/servers/Kentucky-ai/opentakeoff) 📇 🏠 🍎 🪟 🐧 - Construction plan takeoff on stdio — load a plan PDF, read the title block, adopt the drawing scale (never applied silently), one-click trace rooms, and export real-world quantities (square footage, linear feet, counts) with provenance receipts. Install via NPM: `npx -y opentakeoff-mcp`
 - [Narasimhaponnada/mermaid-mcp](https://github.com/Narasimhaponnada/mermaid-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`
+- [ng-galien/maket](https://github.com/ng-galien/maket) [![ng-galien/maket MCP server](https://glama.ai/mcp/servers/ng-galien/maket/badges/score.svg)](https://glama.ai/mcp/servers/ng-galien/maket) 📇 🏠 🍎 🪟 🐧 - Local-first visual design workspace for AI assistants. Compose wireframes and branded multi-page HTML/CSS documents with live preview, annotations, brand and asset libraries, typed data collections, layout validation, PDF export, and draft-only Gmail handoff. Install: `npx -y @ng-galien/maket`.
 - [posecode-dev/posecode](https://github.com/posecode-dev/posecode) [![posecode-dev/posecode MCP server](https://glama.ai/mcp/servers/posecode-dev/posecode/badges/score.svg)](https://glama.ai/mcp/servers/posecode-dev/posecode) 📇 🏠 🍎 🪟 🐧 - "Mermaid for human movement" — a text language any LLM can write, rendered as a safe, anatomically-clamped 3D human figure in the browser.
 - [rdanieli/tentra-mcp](https://github.com/rdanieli/tentra-mcp) [![rdanieli/tentra-mcp MCP server](https://glama.ai/mcp/servers/rdanieli/tentra-mcp/badges/score.svg)](https://glama.ai/mcp/servers/rdanieli/tentra-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - AI-native architecture platform for engineering teams. Describe a system in natural language (e.g. "payment service with Stripe, Kafka, PostgreSQL") → get an interactive typed diagram with 167 cloud components → export to 14 production frameworks (Java Spring Boot, Python FastAPI, Go chi, Rust Axum, .NET, Kotlin Ktor, Ruby Rails, Elixir Phoenix, Docker Compose, Terraform, Mermaid, ADR, and more). Drift detection (`sync_architecture`) scores saved diagrams against live code 0–100 with a structured diff. 9 quality-lint rules catch orphans, SPOFs, god services. Also includes a secondary persistent code-graph layer for AI coding agents (free offline via `npx tentra-mcp --local init`). Agent-as-LLM pattern — zero LLM cost on our side, zero API key on yours. 35 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.
+- [RedHold/diagrams-mcp-app-core](https://github.com/RedHold/diagrams-mcp-app-core) [![RedHold/diagrams-mcp-app-core MCP server](https://glama.ai/mcp/servers/RedHold/diagrams-mcp-app-core/badges/score.svg)](https://glama.ai/mcp/servers/RedHold/diagrams-mcp-app-core) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Generate and edit cloud architecture diagrams as native draw.io files. 23 tools: draw from a prompt or from Terraform and Kubernetes manifests, edit an existing diagram in place, pull Well-Architected warnings and repair them one at a time, then export .drawio or SVG. 30 icon packs for AWS, Azure, GCP and Kubernetes. Connect with a browser login, no API key to copy. Install via NPM: `npx -y @diagrams-so/mcp`
 - [RNVizion/rnv-color-mcp](https://github.com/RNVizion/rnv-color-mcp) [![RNVizion/rnv-color-mcp MCP server](https://glama.ai/mcp/servers/RNVizion/rnv-color-mcp/badges/score.svg)](https://glama.ai/mcp/servers/RNVizion/rnv-color-mcp) 🐍 ☁️ - A complete color workflow over MCP: mix (incl. Kubelka-Munk paint physics), convert formats, generate harmonies, and remember named palettes. Resolves hex, CSS, and custom brand color names, and refuses unknown colors rather than guessing. Hosted, no install: `https://rnvizion-rnv-color-mcp.hf.space/mcp`.
 - [uxloom-dev/uxloom](https://github.com/uxloom-dev/uxloom) [![uxloom-dev/uxloom MCP server](https://glama.ai/mcp/servers/uxloom-dev/uxloom/badges/score.svg)](https://glama.ai/mcp/servers/uxloom-dev/uxloom) 📇 🏠 🍎 🪟 🐧 - Agent-native UI/UX design validation: model user journeys as state machines and prove what AI-generated screens are missing (unreachable states, missing empty/loading/error states, WCAG contrast, touch targets, localization overflow) before code exists — then verify the code implements the contract. Deterministic CI gates (`uxloom check`, `uxloom audit`), one-command setup (`npx uxloom init`).
 - [yenchieh/diagramzu-mcp](https://github.com/yenchieh/diagramzu-mcp) 📇 ☁️ - Let your AI author Mermaid diagrams (flowchart, sequence, ER, mindmap) in a shared workspace, then read, comment on, embed, and present them at a clean URL — instead of pasting back hundreds of lines of prose. Hosted endpoint `https://mcp.diagramzu.ai/mcp` or local `npx -y @diagramzu/mcp`. 14 tools incl. diagram CRUD, version history, comments, presentation decks, and `analyze_diagram` lints.
@@ -354,6 +366,7 @@ Design and visualize software architecture, system diagrams, and technical docum
 - [cafferychen777/ChatSpatial](https://github.com/cafferychen777/ChatSpatial) 🐍 🏠 - MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization.
 - [Crindo2/gph-mcp-server](https://github.com/Crindo2/gph-mcp-server) [![gph-mcp-server MCP server](https://glama.ai/mcp/servers/Crindo2/gph-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Crindo2/gph-mcp-server) 📇 ☁️ - Healthcare service vendor matching for medical practices: 76,000+ curated vendors across 25 categories (billing, credentialing, EHR, compliance, legal) in all 50 US states.
 - [davidmosiah/wellness-cgm-mcp](https://github.com/davidmosiah/wellness-cgm-mcp) [![Wellness CGM MCP server](https://glama.ai/mcp/servers/davidmosiah/wellness-cgm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/wellness-cgm-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Local-first continuous glucose monitor MCP server for Dexcom Developer API and FreeStyle Libre via LibreLink Up.
+- [davidmosiah/wellness-nourish](https://github.com/davidmosiah/wellness-nourish) [![Wellness Nourish MCP server](https://glama.ai/mcp/servers/davidmosiah/wellness-nourish/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/wellness-nourish) 📇 🏠 🍎 🪟 🐧 - Zero-credential nutrition and hydration MCP server with food search, barcode lookup, meal estimation, intake logs and daily summaries.
 - [dnaerys/onekgpd-mcp](https://github.com/dnaerys/onekgpd-mcp) ☕ ☁️ 🍎 🪟 🐧- real-time access to 1000 Genomes Project dataset
 - [fulcradynamics/fulcra-context-mcp](https://github.com/fulcradynamics/fulcra-context-mcp) [![fulcra-context-mcp MCP server](https://glama.ai/mcp/servers/fulcradynamics/fulcra-context-mcp/badges/score.svg)](https://glama.ai/mcp/servers/fulcradynamics/fulcra-context-mcp) 🐍 ☁️ - MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent.
 - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
@@ -388,6 +401,7 @@ Design and visualize software architecture, system diagrams, and technical docum
 - [thehealthai/fda-risk-radar-mcp](https://github.com/thehealthai/fda-risk-radar-mcp) [![thehealthai/fda-risk-radar-mcp MCP server](https://glama.ai/mcp/servers/thehealthai/fda-risk-radar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thehealthai/fda-risk-radar-mcp) 📇 ☁️ - The MCP server behind [Constat](https://constat.dev): FDA & NHTSA regulatory-risk intelligence for agents — device compliance risk by 3-letter product code, parsed 510(k) premarket evidence with verbatim source quotes, predicate chains, postmarket drift signals, clearance-to-payment reimbursement pathways (NTAP/CPT/CMS), and NHTSA vehicle safety. 14 tools. Decision support, not regulatory advice. Hosted at constat.dev/api/mcp.
 - [thelongevityvault/decoder-3am-mcp](https://github.com/thelongevityvault/decoder-3am-mcp) [![thelongevityvault/decoder-3am-mcp MCP server](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thelongevityvault/decoder-3am-mcp) 📇 ☁️ - Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder.
 - [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
+- [wjgoarxiv/pymol-mcp](https://github.com/wjgoarxiv/pymol-mcp) [![wjgoarxiv/pymol-mcp MCP server](https://glama.ai/mcp/servers/wjgoarxiv/pymol-mcp/badges/score.svg)](https://glama.ai/mcp/servers/wjgoarxiv/pymol-mcp) 🐍 🏠 🍎 🪟 🐧 - Headless PyMOL for molecular visualization, GROMACS/LAMMPS MD trajectories, and clathrate-hydrate cage analysis: H-bond networks, F3/F4 order parameters, and TRACE cage perception + occupancy.
 
 ### 📂 <a name="browser-automation"></a>Browser Automation
 
@@ -398,6 +412,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [aethynio/aethyn-browser-mcp](https://github.com/aethynio/aethyn-browser-mcp) [![aethynio/aethyn-browser-mcp MCP server](https://glama.ai/mcp/servers/aethynio/aethyn-browser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/aethynio/aethyn-browser-mcp) 📇 🏠 - Drive a local Playwright browser through residential proxies with the agent choosing the exit country/city and holding one sticky identity per task. 10 tools: launch, navigate, accessibility snapshot, click, type, content extraction, exit-IP verification, and per-task identity rotation. Free trial, no card.
 - [agent-infra/mcp-server-browser](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) 📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection.
 - [alex-on-ai/WebReaper](https://github.com/alex-on-ai/WebReaper) [![alex-on-ai/WebReaper MCP server](https://glama.ai/mcp/servers/alex-on-ai/WebReaper/badges/score.svg)](https://glama.ai/mcp/servers/alex-on-ai/WebReaper) #️⃣ 🏠 🍎 🪟 🐧 - AI-native web scraper MCP server. Single binary, returns clean markdown, MIT-licensed Firecrawl alternative.
+- [andresolbach/nodriver-mcp-server](https://github.com/andresolbach/nodriver-mcp-server) [![andresolbach/nodriver-mcp-server MCP server](https://glama.ai/mcp/servers/andresolbach/nodriver-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/andresolbach/nodriver-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Undetected Chrome automation via nodriver, for sites behind Cloudflare, DataDome and similar anti-bot systems. Direct CDP with no ChromeDriver binary, so `navigator.webdriver` stays undefined. 57 tools whose names match chrome-devtools-mcp, so switching is a config change: accessibility-tree snapshots, input automation, network/console inspection, device emulation, persistent profiles and session save/restore.
 - [aparajithn/agent-scraper-mcp](https://github.com/aparajithn/agent-scraper-mcp) [![agent-scraper-mcp MCP server](https://glama.ai/mcp/servers/@aparajithn/agent-scraper-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@aparajithn/agent-scraper-mcp) 🐍 ☁️ - Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments.
 - [apireno/DOMShell](https://github.com/apireno/DOMShell) [![domshell MCP server](https://glama.ai/mcp/servers/@apireno/domshell/badges/score.svg)](https://glama.ai/mcp/servers/@apireno/domshell) 📇 🏠 - Browse the web using filesystem commands (ls, cd, grep, click). 38 MCP tools map Chrome's Accessibility Tree to a virtual filesystem via a Chrome Extension.
 - [auspy/supasidebar-mcp](https://github.com/auspy/supasidebar-mcp) [![auspy/supasidebar-mcp MCP server](https://glama.ai/mcp/servers/auspy/supasidebar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/auspy/supasidebar-mcp) 📇 🏠 🍎 - Access and organize your open browser tabs, bookmarks, and recently opened links across every macOS browser from your AI client. Powered by the free SupaSidebar app.
@@ -408,6 +423,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [bighippoman/intercept-mcp](https://github.com/bighippoman/intercept-mcp) [![bighippoman/intercept-mcp MCP server](https://glama.ai/mcp/servers/bighippoman/intercept-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bighippoman/intercept-mcp) 📇 🏠 - Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies.
 - [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - An MCP python server using Playwright for browser automation,more suitable for llm
 - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
+- [browserless/browserless-mcp](https://github.com/browserless/browserless-mcp) [![browserless/browserless-mcp MCP server](https://glama.ai/mcp/servers/browserless/browserless-mcp/badges/score.svg)](https://glama.ai/mcp/servers/browserless/browserless-mcp) 🎖️ ☁️ - Headless browser automation and web scraping infrastructure. Exposes the Browserless smart scraper API to LLM clients over MCP.
 - [browsermcp/mcp](https://github.com/browsermcp/mcp) 📇 🏠 - Automate your local Chrome browser
 - [brutalzinn/simple-mcp-selenium](https://github.com/brutalzinn/simple-mcp-selenium) 📇 🏠 - An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.
 - [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
@@ -416,6 +432,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [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) 📇 🏠 - 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) 📇 ☁️ - MCP server for screenshots, PDFs, OG images, and narrated video recording from Claude Desktop, Cursor, and Windsurf.
 - [dashi96/chromium-bridge](https://github.com/dashi96/chromium-bridge) [![dashi96/chromium-bridge MCP server](https://glama.ai/mcp/servers/@dashi96/chromium-bridge/badges/score.svg)](https://glama.ai/mcp/servers/@dashi96/chromium-bridge) 📇 🏠 🍎 🪟 🐧 - MCP server + Chrome extension that connects Claude Code to Chromium-based browsers (Arc, Vivaldi, Brave) where the official Claude in Chrome extension doesn't work — navigate, click, read pages, run JS, and record GIFs in the user's real browser.
+- [dmytrome/groundhog](https://github.com/dmytrome/groundhog) [![dmytrome/groundhog MCP server](https://glama.ai/mcp/servers/dmytrome/groundhog/badges/score.svg)](https://glama.ai/mcp/servers/dmytrome/groundhog) 🐍 🏠 🍎 🪟 🐧 - Web search, read and research over a real stealth-patched Chrome, driven by raw CDP so the `Runtime` domain is never enabled and the `isAutomatedWithCDP` tell is absent. Strips text that is invisible in the rendered DOM before the model reads it and reports each occurrence in `threats`, returns a SHA-256 provenance receipt per source, and re-checks the SSRF guard after redirects. `research` ranks passages across all sources in one pass — extracts, not summaries, so no model or API key is involved. MIT.
 - [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation
 - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - An MCP server using Playwright for browser automation and webscrapping
 - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
@@ -454,6 +471,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [ofershap/real-browser-mcp](https://github.com/ofershap/real-browser-mcp) [![real-browser-mcp MCP server](https://glama.ai/mcp/servers/ofershap/real-browser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/real-browser-mcp) 📇 🏠 - MCP server + Chrome extension that gives AI agents control of the user's real browser with existing sessions, logins, and cookies. No headless browser, no re-authentication.
 - [Pantheon-Security/chrome-mcp-secure](https://github.com/Pantheon-Security/chrome-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins.
 - [PhungXuanAnh/selenium-mcp-server](https://github.com/PhungXuanAnh/selenium-mcp-server) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
+- [paipaipai666/nexus-browser-mcp](https://github.com/paipaipai666/nexus-browser-mcp) [![paipaipai666/nexus-browser-mcp MCP server](https://glama.ai/mcp/servers/paipaipai666/nexus-browser-mcp/badges/score.svg)](https://glama.ai/mcp/servers/paipaipai666/nexus-browser-mcp) 🐍 🏠 🪟 🍎 🐧 - Browser automation via accessibility tree with event-driven deterministic snapshots (MutationObserver quiet-window instead of fixed sleeps), HITL governance gates with redacted JSONL audit, multi-task isolation with self-healing rebuilds, and developer observability (console / JS errors / network / Web Vitals).
 - [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required.
 - [protostatis/unbrowser](https://github.com/protostatis/unbrowser) [![protostatis/unbrowser MCP server](https://glama.ai/mcp/servers/protostatis/unbrowser/badges/score.svg)](https://glama.ai/mcp/servers/protostatis/unbrowser) 🦀 🏠 🍎 🪟 🐧 - Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, fills forms, manages cookies, and returns low-token BlockMaps from a single native binary without Chrome.
 - [prufa-dev/prufa-mcp](https://github.com/prufa-dev/prufa-mcp) [![prufa-dev/prufa-mcp MCP server](https://glama.ai/mcp/servers/prufa-dev/prufa-mcp/badges/score.svg)](https://glama.ai/mcp/servers/prufa-dev/prufa-mcp) 🐍 ☁️ - Point your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent + security headers, mobile tap targets, and accessibility — returned as machine-verified findings graded A–F. Free 60-second audit, no signup.
@@ -462,11 +480,14 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts
 - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) 🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.
 - [ScrapeUnblocker/scrapeunblocker-mcp](https://github.com/ScrapeUnblocker/scrapeunblocker-mcp) [![ScrapeUnblocker/scrapeunblocker-mcp MCP server](https://glama.ai/mcp/servers/ScrapeUnblocker/scrapeunblocker-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ScrapeUnblocker/scrapeunblocker-mcp) 📇 🏠 🍎 🪟 🐧 - Fetch any web page's HTML (or AI-parsed JSON, or Google results) through the ScrapeUnblocker anti-bot API (Cloudflare, DataDome, PerimeterX, Akamai, Shape), using your own API key. Three tools: `fetch_html`, `fetch_parsed`, `google_search`. Install: `npx -y scrapeunblocker-mcp`.
+- [screenshotscout/screenshotscout-mcp](https://github.com/screenshotscout/screenshotscout-mcp) [![screenshotscout/screenshotscout-mcp MCP server](https://glama.ai/mcp/servers/screenshotscout/screenshotscout-mcp/badges/score.svg)](https://glama.ai/mcp/servers/screenshotscout/screenshotscout-mcp) 📇 ☁️ - Capture webpages as images or PDFs with full-page and element targeting, device and viewport controls, location selection, page interactions, blocking options, and configurable output.
 - [seleniumboot/selenium-mcp](https://github.com/seleniumboot/selenium-mcp) [![seleniumboot/selenium-mcp MCP server](https://glama.ai/mcp/servers/seleniumboot/selenium-mcp/badges/score.svg)](https://glama.ai/mcp/servers/seleniumboot/selenium-mcp) 🐍 🏠 🍎 🪟 🐧 - Python MCP server for Selenium WebDriver — 84 tools for browser automation, element interactions, assertions, and self-healing locators, plus codegen for Java TestNG / JUnit 5 / Cucumber / pytest / C# NUnit / Playwright and CI pipelines (GitHub Actions / Jenkins / GitLab CI). No ChromeDriver setup needed.
 - [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.
 - [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) 📇 ☁️ - 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) 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.
+- [SolveGate/solvegate-mcp](https://github.com/SolveGate/solvegate-mcp) [![SolveGate/solvegate-mcp MCP server](https://glama.ai/mcp/servers/SolveGate/solvegate-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SolveGate/solvegate-mcp) 🎖️ 📇 ☁️ - Deal with Cloudflare Turnstile from an agent. `inspect_page` reports whether a page actually uses Turnstile and what its sitekey is — free, no API key — so the agent can look before it acts, and it says plainly when a page carries reCAPTCHA or hCaptcha instead, or is a full-page Cloudflare interstitial rather than an embedded widget. `solve_turnstile` and `get_solve` clear the challenge and return a token when one is genuinely needed. `npx -y solvegate-mcp`
 - [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) 📇 🏠 🍎 🪟 🐧 - Playwright MCP-compatible browser automation using CloakBrowser Chromium, available as an npm package and Docker image.
+- [sylin-org/ghostlight](https://github.com/sylin-org/ghostlight) [![sylin-org/ghostlight MCP server](https://glama.ai/mcp/servers/sylin-org/ghostlight/badges/score.svg)](https://glama.ai/mcp/servers/sylin-org/ghostlight) 🦀 🏠 🪟 🐧 - Visible local browser automation in the signed-in Chromium profile you already use, with useful recovery and optional policy and audit.
 - [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [![snaprender-mcp MCP server](https://glama.ai/mcp/servers/@User0856/snaprender-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) 📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included.
 - [copperline-labs/rendex-mcp](https://github.com/copperline-labs/rendex-mcp) [![rendex-mcp MCP server](https://glama.ai/mcp/servers/copperline-labs/rendex-mcp/badges/score.svg)](https://glama.ai/mcp/servers/copperline-labs/rendex-mcp) 📇 ☁️ - Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included.
 - [vincentvella/devloop](https://github.com/vincentvella/devloop) [![vincentvella/devloop MCP server](https://glama.ai/mcp/servers/vincentvella/devloop/badges/score.svg)](https://glama.ai/mcp/servers/vincentvella/devloop) 📇 🏠 🍎 🪟 🐧 - Drives a browser (or a native Expo/React Native app on iOS/Android) and your dev server onto one correlated timeline, so a browser console error and the backend stack trace from the same moment line up. Includes `repro` action sequences, a unified log/network query API, and an Electron cockpit.
@@ -497,6 +518,7 @@ Cloud platform service integration. Enables management and interaction with clou
 - [AliKarami/MikroMCP](https://github.com/AliKarami/MikroMCP) [![AliKarami/MikroMCP MCP server](https://glama.ai/mcp/servers/AliKarami/MikroMCP/badges/score.svg)](https://glama.ai/mcp/servers/AliKarami/MikroMCP) 📇 🏠 🍎 🪟 🐧 - Manage MikroTik RouterOS devices through AI assistants — interfaces, firewall rules, DHCP, DNS, routes, WireGuard, WiFi, BGP/OSPF, VLANs, and more. 77 tools with dry-run previews, idempotency checks, circuit breakers, RBAC, and rollback-aware change workflows.
 - [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
 - [awslabs/mcp](https://github.com/awslabs/mcp) 🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources.
+- [BlazingCDN/BlazingCDN-MCP](https://github.com/BlazingCDN/BlazingCDN-MCP) [![BlazingCDN/BlazingCDN-MCP MCP server](https://glama.ai/mcp/servers/BlazingCDN/BlazingCDN-MCP/badges/score.svg)](https://glama.ai/mcp/servers/BlazingCDN/BlazingCDN-MCP) 🎖️ 📇 ☁️ 🏠 🍎 🪟 🐧 - Official BlazingCDN server: manage CDN zones (TTLs, compression, on-the-fly image resizing, HLS/DASH), purge and warm up cache, traffic metrics, custom domains, cloud storage and Video CDN. 52 tools, read-only by default with opt-in write/delete. Install: `npx -y @blazingcdn/mcp`.
 - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
 - [chaandannn/finopsmcp](https://github.com/chaandannn/finopsmcp) [![chaandannn/finopsmcp MCP server](https://glama.ai/mcp/servers/chaandannn/finopsmcp/badges/score.svg)](https://glama.ai/mcp/servers/chaandannn/finopsmcp) 🐍 🏠 🍎 🪟 🐧 - Local-first FinOps copilot. Connect AWS, Azure, GCP, Kubernetes, and 15+ SaaS and AI bills, then ask cost questions in Claude or Cursor, find waste, and get the fix as a pull request you approve. Read-only; your credentials and bill stay on your machine. `uvx nable`.
 - [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
@@ -508,6 +530,7 @@ Cloud platform service integration. Enables management and interaction with clou
 - [espressif/esp-rainmaker-mcp](https://github.com/espressif/esp-rainmaker-mcp) 🎖️ 🐍 🏠 ☁️ 📟 - Official Espressif MCP Server to manage and control ESP RainMaker Devices.
 - [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) 📇 ☁️/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
 - [friendlygeorge/docker-mcp-server](https://github.com/friendlygeorge/docker-mcp-server) [![friendlygeorge/docker-mcp-server MCP server](https://glama.ai/mcp/servers/friendlygeorge/docker-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/friendlygeorge/docker-mcp-server) 📇 🏠 - Docker container management for AI agents — health checks, auto-restart, Compose lifecycle, and log streaming. 50+ tools for the agent operations loop.
+- [frndchagas/coolify-mcp](https://github.com/frndchagas/coolify-mcp) [![frndchagas/coolify-mcp MCP server](https://glama.ai/mcp/servers/frndchagas/coolify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/frndchagas/coolify-mcp) 📇 🏠 - Manage Coolify (self-hosted PaaS): deploy with verified builds, diagnose apps by name or domain, databases with backup schedules (8 engines), offline docs search, and human-confirmed destructive operations. 65 tools generated from the official OpenAPI spec.
 - [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) 🏎️ ☁️ - 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) 📇 ☁️/🏠 - 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) - 🎖️🏎️☁️ - 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.
@@ -535,6 +558,7 @@ Cloud platform service integration. Enables management and interaction with clou
 - [Mogacode-ma/infomaniak-mcp-agent](https://github.com/Mogacode-ma/infomaniak-mcp-agent) [![Mogacode-ma/infomaniak-mcp-agent MCP server](https://glama.ai/mcp/servers/Mogacode-ma/infomaniak-mcp-agent/badges/score.svg)](https://glama.ai/mcp/servers/Mogacode-ma/infomaniak-mcp-agent) 📇 ☁️ - Unofficial agentic MCP server for Infomaniak (Swiss cloud provider). 54 tools covering web hosting, mail, kDrive, domains, DNS, DNSSEC, FTP/SSH users, AI catalogue and more. Two-phase commit on every destructive operation, history & undo, transparent reverse-engineering of undocumented manager-private endpoints.
 - [mrostamii/rancher-mcp-server](https://github.com/mrostamii/rancher-mcp-server) [![rancher-mcp-server MCP server](https://glama.ai/mcp/servers/mrostamii/rancher-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/mrostamii/rancher-mcp-server) 🏎️ ☁️/🏠 - MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, Harvester HCI management (VMs, storage, networks), and Fleet GitOps tooling.
 - [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
+- [ni-c/hetzner-dns-mcp](https://github.com/ni-c/hetzner-dns-mcp) [![ni-c/hetzner-dns-mcp MCP server](https://glama.ai/mcp/servers/ni-c/hetzner-dns-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ni-c/hetzner-dns-mcp) 📇 ☁️ 🍎 🪟 🐧 - Manage Hetzner DNS zones and records through the current Hetzner Cloud API (the legacy `dns.hetzner.com` API was shut down in May 2026). 22 tools: zone and RRSet CRUD, zonefile import/export, TTL and protection changes, primary nameservers, and async action tracking. Every destructive tool requires an explicit `confirm`. `npx -y hetzner-dns-mcp`
 - [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
 - [newageflyfish-max/volthq](https://github.com/newageflyfish-max/volthq) [![newageflyfish-max/volthq MCP server](https://glama.ai/mcp/servers/newageflyfish-max/volthq/badges/score.svg)](https://glama.ai/mcp/servers/newageflyfish-max/volthq) 📇 ☁️ 🏠 🍎 🪟 🐧 - Compute price oracle for AI agents. Compare inference pricing across 8 providers in real time with routing recommendations and spend tracking. One-command install: `npx volthq-mcp-server --setup`.
 - [openpouch/openpouch](https://github.com/openpouch/openpouch) [![openpouch/openpouch MCP server](https://glama.ai/mcp/servers/openpouch/openpouch/badges/score.svg)](https://glama.ai/mcp/servers/openpouch/openpouch) 🎖️ 📇 ☁️ - Agent-native hosting: deploy any app to a live URL in one command — no account, no dashboard, no CAPTCHA. Full deploy lifecycle as tools (deploy, verify, logs, inspect, rollback, list/delete); production approval stays human-only. Apache-2.0.
@@ -545,6 +569,7 @@ Cloud platform service integration. Enables management and interaction with clou
 - [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
 - [nikhilnt1234/TokenBurnRate](https://github.com/nikhilnt1234/TokenBurnRate) [![nikhilnt1234/TokenBurnRate MCP server](https://glama.ai/mcp/servers/nikhilnt1234/TokenBurnRate/badges/score.svg)](https://glama.ai/mcp/servers/nikhilnt1234/TokenBurnRate) 📇 🏠 - Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings estimates. 📇🏠
 - [s-b-e-n-s-o-n/portkey-admin-mcp](https://github.com/s-b-e-n-s-o-n/portkey-admin-mcp) [![portkey-admin-mcp MCP server](https://glama.ai/mcp/servers/s-b-e-n-s-o-n/portkey-admin-mcp/badges/score.svg)](https://glama.ai/mcp/servers/s-b-e-n-s-o-n/portkey-admin-mcp) 📇 ☁️ - MCP server for the Portkey AI Gateway Admin API — 150 tools for prompts, configs, analytics, keys, guardrails, integrations, and more.
+- [publee-dev/mcp](https://github.com/publee-dev/mcp) [![publee-dev/mcp MCP server](https://glama.ai/mcp/servers/publee-dev/mcp/badges/score.svg)](https://glama.ai/mcp/servers/publee-dev/mcp) 🎖️ 📇 ☁️ - Publish AI-generated HTML or static files to a shareable `<slug>.publee.site` URL in seconds. Works anonymously with zero setup (7-day retention); an API token adds permanent hosting, in-place updates that keep the same URL, and limited-sharing visibility (password, members-only).
 - [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
 - [pythonanywhere/pythonanywhere-mcp-server](https://github.com/pythonanywhere/pythonanywhere-mcp-server) 🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.
 - [RajeevSirohi/mcp-server-terraform](https://github.com/RajeevSirohi/mcp-server-terraform) [![RajeevSirohi/mcp-server-terraform MCP server](https://glama.ai/mcp/servers/RajeevSirohi/mcp-server-terraform/badges/score.svg)](https://glama.ai/mcp/servers/RajeevSirohi/mcp-server-terraform) 📇 🏠 🍎 🪟 🐧 - Safety-first Terraform operations: plan/apply/destroy with two-step confirmation gates, plan risk & cost analysis that flags expensive always-on resources (NAT gateways, EKS, Azure Firewall), drift detection, import/taint/refresh, provider auth pre-flight checks, and audit logging.
@@ -603,6 +628,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
 - [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #️⃣ ☁️ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.
 - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls
 - [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
+- [Reachpad/reachpad-mcp](https://github.com/Reachpad/reachpad-mcp) [![Reachpad/reachpad-mcp MCP server](https://glama.ai/mcp/servers/Reachpad/reachpad-mcp/badges/score.svg)](https://glama.ai/mcp/servers/qjk8wultuz) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Give any coding agent a persistent cloud development environment it can create, run commands in, checkpoint and fork. The filesystem, installed dependencies, running services and terminal state survive between calls, so a paused environment resumes instead of booting fresh. Available as a hosted remote server at `https://reachpad.dev/mcp` (OAuth, nothing to install) or over stdio with `npx @reachpad/mcp`.
 - [rikarazome/prolog-reasoner](https://github.com/rikarazome/prolog-reasoner) [![rikarazome/prolog-reasoner MCP server](https://glama.ai/mcp/servers/rikarazome/prolog-reasoner/badges/score.svg)](https://glama.ai/mcp/servers/rikarazome/prolog-reasoner) 🐍 🏠 🍎 🪟 🐧 - SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems.
 - [SebastianGilPinzon/colab-mcp](https://github.com/SebastianGilPinzon/colab-mcp) [![SebastianGilPinzon/colab-mcp MCP server](https://glama.ai/mcp/servers/SebastianGilPinzon/colab-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SebastianGilPinzon/colab-mcp) 🐍 🏠 🍎 🪟 🐧 - Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent. Enhanced fork of Google's colab-mcp with all tools visible at startup, OAuth GPU control, and Windows support.
 - [Sowiedu/Edict](https://github.com/Sowiedu/Edict) [![Sowiedu/Edict MCP server](https://glama.ai/mcp/servers/sowiedu/edict/badges/score.svg)](https://glama.ai/mcp/servers/sowiedu/edict) 📇 🏠 – Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.
@@ -630,6 +656,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
 - [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.
 - [sipyourdrink-ltd/bernstein](https://github.com/sipyourdrink-ltd/bernstein) [![sipyourdrink-ltd/bernstein MCP server](https://glama.ai/mcp/servers/chernistry/bernstein/badges/score.svg)](https://glama.ai/mcp/servers/chernistry/bernstein) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.
 - [danieldoderlein/llm-bus](https://github.com/danieldoderlein/llm-bus) [![danieldoderlein/llm-bus MCP server](https://glama.ai/mcp/servers/danieldoderlein/llm-bus/badges/score.svg)](https://glama.ai/mcp/servers/danieldoderlein/llm-bus) 📇 ☁️ 🏠 - Multi-agent coordination bus over MCP: atomic gap-free claims, advisory file leases, a shared event ledger, presence, prose handoffs, and a task graph, so multiple coding agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Remote Streamable HTTP; self-hostable (AGPL-3.0) or hosted at llm-bus.com.
+- [polymatx/dibs](https://github.com/polymatx/dibs) [![polymatx/dibs MCP server](https://glama.ai/mcp/servers/polymatx/dibs/badges/score.svg)](https://glama.ai/mcp/servers/polymatx/dibs) 🏎️ 🏠 🍎 🪟 🐧 - Coordination layer for parallel coding agents: TTL file claims stored in the git common dir (visible across every worktree instantly), enforcement hooks that block colliding edits in Claude Code and at commit time, agent presence, handoff notes, and git-committed lessons searchable with BM25. Single static binary — no server, no database.
 - [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
 - [eirikb/any-cli-mcp-server](https://github.com/eirikb/any-cli-mcp-server) 📇 🏠 - Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.
 - [ejentum/ejentum-mcp](https://github.com/ejentum/ejentum-mcp) [![ejentum/ejentum-mcp MCP server](https://glama.ai/mcp/servers/ejentum/ejentum-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ejentum/ejentum-mcp) 📇 🏠 - MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
@@ -652,6 +679,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
 - [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) 🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language.
 - [misiektoja/kill-process-mcp](https://github.com/misiektoja/kill-process-mcp) 🐍 🏠 🍎 🪟 🐧 - List and terminate OS processes via natural language queries
 - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Command line interface with secure execution and customizable security policies
+- [natiixnt/redcon](https://github.com/natiixnt/redcon) [![natiixnt/redcon MCP server](https://glama.ai/mcp/servers/natiixnt/redcon/badges/score.svg)](https://glama.ai/mcp/servers/natiixnt/redcon) 🐍 🏠 🍎 🪟 🐧 - Deterministic repository context packing for AI coding agents: selects, compresses, caches, and budgets only the files a task needs. Measured 83% fewer input tokens at the same task coverage, no LLM in the loop. One MCP server for Claude Code, Cursor, Windsurf, Cline, and Zed. `pip install redcon`
 - [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
 - [nihalxkumar/arch-mcp](https://github.com/nihalxkumar/arch-mcp) 🐍 🏠 🐧 - Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.
 - [ooples/mcp-console-automation](https://github.com/ooples/mcp-console-automation) 📇 🏠 🍎 🪟 🐧 - Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.
@@ -735,6 +763,7 @@ Integration with communication platforms for message management and channel oper
 - [cometchat/docs-mcp](https://github.com/cometchat/docs-mcp) [![cometchat/docs-mcp MCP server](https://glama.ai/mcp/servers/cometchat/docs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/cometchat/docs-mcp) 🎖️ 📇 ☁️ - CometChat's official MCP server — searches CometChat documentation and returns curated implementation bundles for adding real-time chat, voice, video, and moderation to your app (React, React Native, Flutter, iOS, Android, JS SDK).
 - [conarti/mattermost-mcp](https://github.com/conarti/mattermost-mcp) 📇 ☁️ - MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files.
 - [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
+- [desek/outlook-local-mcp](https://github.com/desek/outlook-local-mcp) [![desek/outlook-local-mcp MCP server](https://glama.ai/mcp/servers/desek/outlook-local-mcp/badges/score.svg)](https://glama.ai/mcp/servers/desek/outlook-local-mcp) 🏎️ 🏠 🍎 🪟 🐧 - Local-first Microsoft Outlook MCP server (calendar + mail via Microsoft Graph). Single Go binary, stdio transport, OS-keychain token storage, multi-account. 4 aggregate domain tools (`calendar`, `mail`, `account`, `system`) with progressive disclosure via a `help` verb to keep cold-start schema small.
 - [discourse/discourse-mcp](https://github.com/discourse/discourse-mcp) 🎖️ 💎 ☁️ 🏠 💬 🍎 🪟 🐧 - Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.
 - [cseguinlz/doubletick-cli](https://github.com/cseguinlz/doubletick-cli) [![double-tick-mcp-server MCP server](https://glama.ai/mcp/servers/cseguinlz/double-tick-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/cseguinlz/double-tick-mcp-server) 📇 ☁️ - Email read tracking via Gmail. Send tracked emails, check if they were opened with open count, device, and timing.
 - [csitte/mailwarden](https://github.com/csitte/mailwarden) [![csitte/mailwarden MCP server](https://glama.ai/mcp/servers/csitte/mailwarden/badges/score.svg)](https://glama.ai/mcp/servers/csitte/mailwarden) 📇 🏠 🍎 🪟 🐧 - Native Gmail MCP server with full mailbox control — search, read, label, archive, trash, download attachments, and the feature no other Gmail server ships: snooze threads until a date. Every call hits the live Gmail API (no synced index that silently misses mail). Install with `npx -y mailwarden`.
@@ -765,14 +794,17 @@ Integration with communication platforms for message management and channel oper
 - [sendchamp/ai](https://github.com/sendchamp/ai) [![sendchamp/ai MCP server](https://glama.ai/mcp/servers/sendchamp/ai/badges/score.svg)](https://glama.ai/mcp/servers/sendchamp/ai) 🎖️ ☁️ - Official Sendchamp docs MCP server for AI coding agents. Read-only search and retrieval over SMS, OTP verification, and Africa-specific routing documentation. Endpoint: `https://mcp.sendchamp.com/docs`. Pair with Agent Skills via `npx skills add sendchamp/ai`.
 - [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) 📇 🏠 🍎 🪟 🐧 - 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.
 - [jcoulaud/shipmail-mcp](https://github.com/jcoulaud/shipmail-mcp) [![jcoulaud/shipmail-mcp MCP server](https://glama.ai/mcp/servers/jcoulaud/shipmail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jcoulaud/shipmail-mcp) 📇 ☁️ - Business email MCP server for AI agents. Manage custom-domain mailboxes, read and send messages, draft replies, inspect threads, and automate Shipmail REST API/webhook workflows.
+- [parasxos/apple-mail-mcp](https://github.com/parasxos/apple-mail-mcp) [![parasxos/apple-mail-mcp MCP server](https://glama.ai/mcp/servers/parasxos/apple-mail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/parasxos/apple-mail-mcp) 🐍 🏠 🍎 - Full-featured MCP server for Apple Mail. Indexed search over 300k+ message mailboxes in milliseconds, full-text body search with Exchange backfill, verified multi-identity sending (SMTP/Keychain, SSH bastion, pipe), server-side scheduled sends with cancel, reviewed plan-then-apply triage, and a local audit ledger. 21 tools, frozen v1 wire contract.
 - [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) 📇 🏠 - Unofficial Proton Mail MCP server — 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) 📇 ☁️ - Manage Inxmail Commerce transactional emails — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.
 - [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) 📇 ☁️ 🏠 🍎 🪟 🐧 - AI agents read & send email, manage mailboxes, custom domains and webhooks via the QMailing API (npm stdio + hosted OAuth connector).
 - [radmail-ai/radmail-mcp](https://github.com/radmail-ai/radmail-mcp) [![radmail-ai/radmail-mcp MCP server](https://glama.ai/mcp/servers/radmail-ai/radmail-mcp/badges/score.svg)](https://glama.ai/mcp/servers/radmail-ai/radmail-mcp) ☁️ 📇 - Email operating system for agents: a `search` tool to find the one message by sender/subject/content (no filesystem grep), two-axis triage (importance × urgency), an explainable "Right Now" lane, commitment follow-through, and reviewable drafts. A machine-verifiable hard-stop keeps money/banking-change/first-contact human-only (BEC defense). Zero-auth HTTP sandbox at radmail.ai/api/mcp/sandbox — no account, no key.
 - [rchanllc/joltsms-mcp-server](https://github.com/rchanllc/joltsms-mcp-server) [![joltsms-mcp-server MCP server](https://glama.ai/mcp/servers/@rchanllc/joltsms-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@rchanllc/joltsms-mcp-server) 📇 ☁️ - Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for messages, and extract OTP codes. Built for AI agents automating phone verification across platforms.
+- [redditapis/redditapis-mcp](https://github.com/redditapis/redditapis-mcp) [![redditapis/redditapis-mcp MCP server](https://glama.ai/mcp/servers/redditapis/redditapis-mcp/badges/score.svg)](https://glama.ai/mcp/servers/redditapis/redditapis-mcp) 📇 ☁️ - MCP server for the Reddit API: 22 read-only tools covering subreddit listings, post/comment/community/user search, comment trees, and top posts. Bearer token auth.
 - [Rheopyrin/ox-mcp](https://github.com/Rheopyrin/ox-mcp) [![Rheopyrin/ox-mcp MCP server](https://glama.ai/mcp/servers/Rheopyrin/ox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Rheopyrin/ox-mcp) 📇 🏠 🍎 🪟 🐧 - Email (IMAP/SMTP), mail filters (Sieve), calendar (CalDAV), contacts (CardDAV), and free/busy scheduling for Open-Xchange and standards-based mail platforms. Published on the official MCP Registry.
 - [virtualsms-io/mcp-server](https://github.com/virtualsms-io/mcp-server) [![virtualsms-io/mcp-server](https://glama.ai/mcp/servers/virtualsms-io/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/virtualsms-io/mcp-server) 📇 ☁️ - Receive SMS verification codes with AI agents. Get virtual phone numbers for WhatsApp, Telegram, Google, and 500+ services. Own modem infrastructure across 200+ countries with real-time WebSocket delivery. 12 tools for number discovery, purchase, and code extraction.
 - [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
+- [jaimenbell/discord-mcp](https://github.com/jaimenbell/discord-mcp) [![jaimenbell/discord-mcp MCP server](https://glama.ai/mcp/servers/jaimenbell/discord-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jaimenbell/discord-mcp) 🐍 ☁️ - MCP server over the Discord REST API: read-only tools for listing channels, categories, roles, member roles and permission overwrites, plus write tools for channel, role, guild and message management that stay gated off by default. `pip install jaimenbell-discord-mcp`
 - [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
 - [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing.
 - [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
@@ -799,6 +831,7 @@ 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) 📇 ☁️ - 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) 🐍 🏠 🪟 🐧 - QQ MCP Server — 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) 📇 ☁️ 🍎 🪟 🐧 - 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.
+- [openagentemail/openagentemail](https://github.com/openagentemail/openagentemail) [![openagentemail/openagentemail MCP server](https://glama.ai/mcp/servers/openagentemail/openagentemail/badges/score.svg)](https://glama.ai/mcp/servers/openagentemail/openagentemail) 📇 🏠 🍎 🪟 🐧 - Self-hosted email for AI agents: unlimited mailboxes on your own domain with a single `docker compose up`. OTP and verification-link extraction built in, long-poll `mail_wait_for`, read/unread state, plus a web dashboard for humans. Install with `npx -y @openagentemail/mcp`.
 - [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) 📇 🏠 🍎 🪟 🐧 - 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) 📇 🏠 🍎 🪟 🐧 - Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com.
 - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
@@ -829,6 +862,7 @@ Integration with communication platforms for message management and channel oper
 - [windborne/zulipmcp](https://github.com/windborne/zulipmcp) [![windborne/zulipmcp MCP server](https://glama.ai/mcp/servers/windborne/zulipmcp/badges/score.svg)](https://glama.ai/mcp/servers/windborne/zulipmcp) 🐍 ☁️ - Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. Real-time listening, session management, file handling.
 - [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - MCP server for WhatsApp Business Platform by YCloud.
 - [yjcho9317/nworks](https://github.com/yjcho9317/nworks) [![nworks MCP server](https://glama.ai/mcp/servers/yjcho9317/nworks/badges/score.svg)](https://glama.ai/mcp/servers/yjcho9317/nworks) 📇 🏠 🍎 🪟 🐧 - NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.
+- [YS-projectcalc/agent-cold-email](https://github.com/YS-projectcalc/agent-cold-email) [![YS-projectcalc/agent-cold-email MCP server](https://glama.ai/mcp/servers/YS-projectcalc/agent-cold-email/badges/score.svg)](https://glama.ai/mcp/servers/YS-projectcalc/agent-cold-email) 🎖️ 📇 ☁️ - Coldrig: cold-email infrastructure your agent operates end to end — buy domains, provision mailboxes, warm up, run sequences, and handle replies (28 tools, remote streamable-HTTP or stdio via `npx agent-cold-email`). Free sandbox: `npx agent-cold-email demo`
 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) 📇 ☁️ - An MCP server to Manage Google Tasks
 - [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
 - [loglux/whatsapp-mcp-stream](https://github.com/loglux/whatsapp-mcp-stream) [![whatsapp-mcp-stream MCP server](https://glama.ai/mcp/servers/@loglux/whatsapp-mcp-stream/badges/score.svg)](https://glama.ai/mcp/servers/@loglux/whatsapp-mcp-stream) 📇 🏠 🍎 🪟 🐧 - WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings), bidirectional media upload/download, and SQLite persistence.
@@ -842,8 +876,10 @@ Tools for building and operating AI conversation agents that hold structured dia
 
 - [TsvetanG2/cognigy-ai-mcp-management-server](https://github.com/TsvetanG2/cognigy-ai-mcp-management-server) [![TsvetanG2/cognigy-ai-mcp-management-server MCP server](https://glama.ai/mcp/servers/TsvetanG2/cognigy-ai-mcp-management-server/badges/score.svg)](https://glama.ai/mcp/servers/TsvetanG2/cognigy-ai-mcp-management-server) 📇 - Management and automation server for the Cognigy.AI conversational AI platform, exposing 132 tools across flows, agents, snapshots, NLU, functions, and deployment. Published to the official MCP Registry. `npx mcp-cognigy`
 - [bodyegypt/lobbyvoices-mcp](https://github.com/bodyegypt/lobbyvoices-mcp) [![bodyegypt/lobbyvoices-mcp MCP server](https://glama.ai/mcp/servers/bodyegypt/lobbyvoices-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bodyegypt/lobbyvoices-mcp) 🎖️ ☁️ - Official remote MCP server for [Lobby](https://lobbyvoices.com/developers), an AI receptionist for small businesses. Seven free no-auth tools: write business phone scripts and IVR menus (English + Mexican Spanish), generate ElevenLabs agent system prompts, calculate missed-call cost, get a hire-a-receptionist verdict, role-play a call against the live receptionist engine, and get a real demo number to call. Typed structured outputs.
+- [puspoaditya/cloudflare-workers-ai-mcp](https://github.com/puspoaditya/cloudflare-workers-ai-mcp) [![puspoaditya/cloudflare-workers-ai-mcp MCP server](https://glama.ai/mcp/servers/puspoaditya/cloudflare-workers-ai-mcp/badges/score.svg)](https://glama.ai/mcp/servers/puspoaditya/cloudflare-workers-ai-mcp) 📇 ☁️ 🍎 🪟 🐧 - Cloudflare Workers AI inference for AI agents: LLM chat completions (Llama 3.3 70B, Llama 3.1 8B, Llama 4 Scout, Qwen Coder 32B, DeepSeek R1 Distill), text embeddings (BGE small/base), and image generation (Flux 1 Schnell) — generous free tier, no infrastructure to run. `npx -y @puspoaditya/cloudflare-workers-ai-mcp`.
 - [kiro0x/five-mcp](https://github.com/kiro0x/five-mcp) [![kiro0x/five-mcp MCP server](https://glama.ai/mcp/servers/kiro0x/five-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kiro0x/five-mcp) 🐍 🏠 - LLM character consistency engine — generates structured JSON constraints from 4 multiple-choice questions about an AI's psychology. Drop the JSON into any LLM's system prompt to prevent persona drift; reduces inference cost from retries. 160,000 personality patterns; works with any LLM.
 - [Perspective-AI/mcp](https://github.com/Perspective-AI/mcp) [![Perspective-AI/mcp MCP server](https://glama.ai/mcp/servers/Perspective-AI/mcp/badges/score.svg)](https://glama.ai/mcp/servers/Perspective-AI/mcp) 🎖️ 📇 ☁️ - Official MCP server for [Perspective AI](https://getperspective.ai). An AI Concierge replaces static forms with adaptive AI conversations for lead qualification, customer research, onboarding feedback, and advocacy. Design conversation agents (Concierge, Interviewer, Evaluator, Advocate), analyze conversations, deploy embeds, and automate follow-ups (webhook, email, Slack, HubSpot).
+- [guillaumehussong/standard-vocal-mcp](https://github.com/guillaumehussong/standard-vocal-mcp) [![guillaumehussong/standard-vocal-mcp MCP server](https://glama.ai/mcp/servers/guillaumehussong/standard-vocal-mcp/badges/score.svg)](https://glama.ai/mcp/servers/guillaumehussong/standard-vocal-mcp) 📇 🏠 - Voice Agent Factory for Vapi phone agents: vertical templates, self-testing agents, audio forensics, prompt versioning, and CI regression gates. `npx -y standard-vocal-mcp`
 
 
 ### 🔑 <a name="cryptography"></a>Cryptography
@@ -852,6 +888,7 @@ Tools for encrypting and decrypting data.
 
 - [degenlegion-com/waxseal-sdk](https://github.com/degenlegion-com/waxseal-sdk) [![degenlegion-com/waxseal-sdk MCP server](https://glama.ai/mcp/servers/degenlegion-com/waxseal-sdk/badges/score.svg)](https://glama.ai/mcp/servers/degenlegion-com/waxseal-sdk) 📇 ☁️ 🏠 - On-chain Ed25519 identity for AI agents — verify seals by fingerprint, validate document signatures, and gate irreversible actions behind human-signed approval tokens. Hosted at `api.waxseal.id/mcp`; local install (`npx @waxseal/mcp`) for signing.
 - [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) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 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.
+- [ogasurfproject-jpg/horizon-shield](https://github.com/ogasurfproject-jpg/horizon-shield/tree/main/workers/hs-jidec-mcp) [![ogasurfproject-jpg/horizon-shield MCP server](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield/badges/score.svg)](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield) 📇 ☁️ - Bitcoin-anchored, trustless public verification ledger (JIDEC) for AI-agent evidence: fetch the record bytes, recompute the SHA-256, and check the OpenTimestamps/Bitcoin timestamp — no trust in the issuer required.
 - [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) 🐍 🏠 - Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45…), 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`.
 
 
@@ -913,6 +950,7 @@ Secure database access with schema inspection capabilities. Enables querying and
 - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - Airtable database integration with schema inspection, read and write capabilities
 - [edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server) 📇 ☁️ - Nocodb database integration, read and write capabilities
 - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
+- [Eszetael/postgres-mcp-hardened](https://github.com/Eszetael/postgres-mcp-hardened) [![Eszetael/postgres-mcp-hardened MCP server](https://glama.ai/mcp/servers/Eszetael/postgres-mcp-hardened/badges/score.svg)](https://glama.ai/mcp/servers/Eszetael/postgres-mcp-hardened) 🦀 🏠 ☁️ 🍎 🪟 🐧 - Maintained Rust replacement for the archived `@modelcontextprotocol/server-postgres`. Writes are refused twice: sqlparser AST validation rejects mutating statements before execution, and the session runs `default_transaction_read_only` with a per-session `statement_timeout` — so the read-only transaction is the fallback, not the only defence. Single self-contained binary, stdio and Streamable HTTP, schema inspection, column redaction that survives renames and casts, an EXPLAIN cost guard, a hash-chained audit log with `--verify-audit`, optional OAuth 2.1 RS256, distroless image, signed releases for five platforms. MIT.
 - [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - Node.js-based MySQL database integration that provides secure MySQL database operations
 - [ferrants/memvid-mcp-server](https://github.com/ferrants/memvid-mcp-server) 🐍 🏠 - Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
 - [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof ledger database with multi-user sync
@@ -947,6 +985,7 @@ Secure database access with schema inspection capabilities. Enables querying and
 - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities
 - [memgraph/mcp-memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph) 🐍 🏠 - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
 - [mbentham/SqlAugur](https://github.com/mbentham/SqlAugur) #️⃣ 🏠 🪟 🐧 - SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).
+- [mickelsamuel/migrationpilot](https://github.com/mickelsamuel/migrationpilot) [![mickelsamuel/migrationpilot MCP server](https://glama.ai/mcp/servers/mickelsamuel/migrationpilot/badges/score.svg)](https://glama.ai/mcp/servers/mickelsamuel/migrationpilot) 📇 🏠 - Gate unsafe PostgreSQL migrations before an agent writes or runs them. `check_before_apply` returns pass/fail; 112 lock-safety rules, offline, no database required. `npx migrationpilot-mcp`
 - [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities
 - [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features
 - [mahAnuj/mcp-multi-db](https://github.com/mahAnuj/mcp-multi-db) [![mahAnuj/mcp-multi-db MCP server](https://glama.ai/mcp/servers/mahAnuj/mcp-multi-db/badges/score.svg)](https://glama.ai/mcp/servers/mahAnuj/mcp-multi-db) 📇 🏠 - One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`list_databases`, `list_tables`, `describe_table`, `run_query`) across all three engines with two-layer read-only enforcement (SQL-text guard + DB-level read-only transactions). Install: `npx -y mcp-multi-db`.
@@ -1054,6 +1093,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
 
 
 ### 💻 <a name="developer-tools"></a>Developer Tools
+- [2ools/mcp-server](https://github.com/2ools/mcp-server) [![2ools/mcp-server MCP server](https://glama.ai/mcp/servers/2ools/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/2ools/mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Turn what your assistant just built into a durable, versioned project. One free authless tool (`create_public_preview`) renders a standalone HTML document as a real shareable URL; 42 more cover projects, refinement, version comparison, separately-delegated approvals, artifacts, work assignments and source export. Build authority and review authority are deliberately separate scopes. Remote Streamable HTTP, OAuth 2.1 + PKCE. `https://2ools.app/mcp`
 - [baobabcat/demandscope](https://github.com/baobabcat/demandscope) [![baobabcat/demandscope MCP server](https://glama.ai/mcp/servers/baobabcat/demandscope/badges/score.svg)](https://glama.ai/mcp/servers/baobabcat/demandscope) 🐍 🏠 🍎 🪟 🐧 - Demand-signal scanner for validating digital-product and dev-tool ideas: query GitHub repo signals, Hacker News attention, and npm/PyPI download counts through six stdio tools with TTL caching and backoff. Dependency-free, no API keys. Listed on the official MCP Registry (`io.github.baobabcat/demandscope`).
 - [hivemindunit/llmintel-mcp](https://github.com/hivemindunit/llmintel-mcp) [![hivemindunit/llmintel-mcp MCP server](https://glama.ai/mcp/servers/hivemindunit/llmintel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hivemindunit/llmintel-mcp) 📇 ☁️ - Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to. Covers OpenAI, Anthropic, Azure, Bedrock, Google, and Cohere. No API key. `npx -y @llmintel/mcp` or `https://llmintel.ai/v1/mcp`
 - [rm-rf-prod/GroundTruth-MCP](https://github.com/rm-rf-prod/GroundTruth-MCP) [![rm-rf-prod/GroundTruth-MCP MCP server](https://glama.ai/mcp/servers/rm-rf-prod/GroundTruth-MCP/badges/score.svg)](https://glama.ai/mcp/servers/rm-rf-prod/GroundTruth-MCP) 📇 🏠 🍎 🪟 🐧 - Self-hosted MCP for live docs, code audits, snippets, and best practices across 445+ libraries. 14 tools, 107 audit patterns with file:line precision, BM25-ranked snippets, lockfile-aware version pinning, npm/PyPI/crates.io/Go fallback. No API keys, no rate limits, Context7 alternative. `npx -y @groundtruth-mcp/gt-mcp`
@@ -1062,6 +1102,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
 - [hernaninverso/eleata-verify-mcp](https://github.com/hernaninverso/eleata-verify-mcp) [![hernaninverso/eleata-verify-mcp MCP server](https://glama.ai/mcp/servers/hernaninverso/eleata-verify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hernaninverso/eleata-verify-mcp) 📇 ☁️ - Grounding / hallucination guard: verify a claim against evidence (Supported/Refuted/Not Enough Evidence) with a confidence + abstain flag, for RAG and agents. `npx -y eleata-verify-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) 🐍 🏠 🍎 🪟 🐧 - 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 — never runs third-party code. Python + .NET. `pip install bumpguard-mcp`
 - [MasterPlayspots/motionspec](https://github.com/MasterPlayspots/motionspec) [![MasterPlayspots/motionspec MCP server](https://glama.ai/mcp/servers/MasterPlayspots/motionspec/badges/score.svg)](https://glama.ai/mcp/servers/MasterPlayspots/motionspec) 📇 ☁️ 🏠 - Reduced-motion / WCAG 2.2.2+2.3.3 verification for web animation: agents author validated specs; a deterministic compiler emits reduced-motion-safe, on-budget CSS. Keyless hosted endpoint (motion_catalog, motion_validate).
+- [SLP-DEV1/qwen-dap-mcp](https://github.com/SLP-DEV1/qwen-dap-mcp) [![SLP-DEV1/qwen-dap-mcp MCP server](https://glama.ai/mcp/servers/SLP-DEV1/qwen-dap-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SLP-DEV1/qwen-dap-mcp) 📇 🏠 🪟 - DAP-to-MCP bridge that gives coding agents structured native-debugger evidence through CodeLLDB, including stack frames, registers, locals, disassembly, memory, crash dumps, and bounded autonomous crash fix/verify workflows.
 - [Vivekpatil200320/CyberRescue](https://github.com/Vivekpatil200320/cyberrescue) [![cyberrescue MCP server](https://glama.ai/mcp/servers/Vivekpatil200320/cyberrescue/badges/score.svg)](https://glama.ai/mcp/servers/Vivekpatil200320/cyberrescue) 🐍 🏠 - Secure host-level telemetry gateway enabling sandboxed AI agents to dynamically fetch container logs and track kernel resource metrics.
 - [davidmosiah/delx-mcp-server](https://github.com/davidmosiah/delx-mcp-server) [![Delx MCP Server](https://glama.ai/mcp/servers/davidmosiah/delx-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/delx-mcp-server) 📇 🏠 ☁️ 🍎 🪟 🐧 - Native stdio bridge for the hosted Delx Protocol MCP endpoint, with one-command client install, doctor checks and live tool discovery.
 - [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) 🌊 🏠 🍎 🪟 🐧 - Code-intelligence engine that indexes a repo into a persistent knowledge graph — 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`
@@ -1074,6 +1115,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
 - [getnahook/nahook-mcp](https://github.com/getnahook/nahook-mcp) [![getnahook/nahook-mcp MCP server](https://glama.ai/mcp/servers/getnahook/nahook-mcp/badges/score.svg)](https://glama.ai/mcp/servers/getnahook/nahook-mcp) 🎖️ 🏎️ ☁️ - "The official MCP server for the Nahook webhook platform — trigger webhooks, inspect deliveries, retry failures, and manage endpoints from your AI assistant."
 - [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) 📇 🏠 ☁️ 🍎 🪟 🐧 - 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.
 - [Nishant-Chaudhary5338/mcp-code-indexer](https://github.com/Nishant-Chaudhary5338/mcp-code-indexer) [![Nishant-Chaudhary5338/mcp-code-indexer MCP server](https://glama.ai/mcp/servers/Nishant-Chaudhary5338/mcp-code-indexer/badges/score.svg)](https://glama.ai/mcp/servers/Nishant-Chaudhary5338/mcp-code-indexer) 📇 🏠 - Index any TypeScript/React repo (including monorepos) into a queryable code graph. Reverse queries (who-renders, who-calls, find-references), blast-radius analysis, dependency cycles, dead-code orphans, and symbol signatures — exposed over stdio. Install: `npx code-graph-indexer`.
+- [noisy/noisy-coding](https://github.com/noisy/noisy-coding) [![noisy/noisy-coding MCP server](https://glama.ai/mcp/servers/noisy/noisy-coding/badges/score.svg)](https://glama.ai/mcp/servers/noisy/noisy-coding) 🐍 🏠 🍎 🪟 🐧 - Voice interface for Claude Code: talk to your agent and it talks back while it works. Live speech-to-text with turn-taking, Grok/xAI voices, per-subagent voice personas, and a real-time HUD dashboard. Ships as a Docker image and a Claude Code plugin.
 - [nomadop/session-watcher](https://github.com/nomadop/session-watcher) [![nomadop/session-watcher MCP server](https://glama.ai/mcp/servers/nomadop/session-watcher/badges/score.svg)](https://glama.ai/mcp/servers/nomadop/session-watcher) 📇 🏠 🍎 🪟 🐧 - EOQ-based context economics for coding agents. Monitors LLM token cache with inventory theory, signals optimal session restart timing via live dashboard and terminal statusline. Zero context pollution — no metric ever enters the model's context.
 - [oddunits/pntr-cli](https://github.com/oddunits/pntr-cli) [![oddunits/pntr-cli MCP server](https://glama.ai/mcp/servers/oddunits/pntr-cli/badges/score.svg)](https://glama.ai/mcp/servers/oddunits/pntr-cli) 🎖️ 📇 ☁️ - The official MCP server for PNTR free dev subdomains — register a `*.pntr.dev` subdomain, manage its DNS records, receive email on a disposable inbox, and capture inbound HTTP requests for webhook debugging. Free tier, no key needed to start. Local stdio via `npx @pntr/cli` or hosted endpoint (`https://api.pntr.dev/mcp`, OAuth).
 - [raccioly/docguard](https://github.com/raccioly/docguard) [![raccioly/docguard MCP server](https://glama.ai/mcp/servers/raccioly/docguard/badges/score.svg)](https://glama.ai/mcp/servers/raccioly/docguard) 📇 🏠 🍎 🪟 🐧 - Deterministic documentation-drift detection for AI agents. Validates a project's canonical docs against its actual code — no LLM guessing; every finding has a stable code and a suggested fix. Five read-only tools over stdio: guard, score, explain, verify-claims, diagnose. `npx -y docguard-cli mcp`
@@ -1084,13 +1126,16 @@ Data Platforms for data integration, transformation and pipeline orchestration.
 - [saiffmirza/kiyas](https://github.com/saiffmirza/kiyas) [![saiffmirza/kiyas MCP server](https://glama.ai/mcp/servers/saiffmirza/kiyas/badges/score.svg)](https://glama.ai/mcp/servers/saiffmirza/kiyas) 📇 🏠 ☁️ 🍎 🪟 🐧 - Design-fidelity checks for AI agents: compare a Figma frame (or any design screenshot) against the rendered implementation and get structured discrepancies with CSS properties and severity. Resolves a natural-language component description to a URL + selector in your codebase, screenshots it with Playwright, and compares via vision AI using your existing Claude Code or Codex subscription — no API keys. 90% mutation recall, zero false positives on its golden eval set. `npx -y kiyas-cli mcp`
 - [sapph1re/mcp-billing-gateway-sdk](https://github.com/sapph1re/mcp-billing-gateway-sdk) [![sapph1re/mcp-billing-gateway-sdk MCP server](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk/badges/score.svg)](https://glama.ai/mcp/servers/sapph1re/mcp-billing-gateway-sdk) 📇 ☁️ - Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included.
 - [agenticempire/axint](https://github.com/agenticempire/axint) [![agenticempire/axint MCP server](https://glama.ai/mcp/servers/agenticempire/axint/badges/score.svg)](https://glama.ai/mcp/servers/agenticempire/axint) 📇 🏠 - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.
+- [AIStoryHub/etincel](https://github.com/AIStoryHub/etincel) [![AIStoryHub/etincel MCP server](https://glama.ai/mcp/servers/AIStoryHub/etincel/badges/score.svg)](https://glama.ai/mcp/servers/AIStoryHub/etincel) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - Deterministic, local audit for AI writing tells (uniform paragraphs, hedged authority, stock transitions), paired with a trainable voice layer so Claude, Cursor, or any MCP client drafts closer to a real voice before you read it. No model call in the audit path. Also ships as a CLI and GitHub Action. `npx etincel serve`
 - [callstackincubator/agent-device](https://github.com/callstackincubator/agent-device) [![callstackincubator/agent-device MCP server](https://glama.ai/mcp/servers/callstackincubator/agent-device/badges/score.svg)](https://glama.ai/mcp/servers/callstackincubator/agent-device) 📇 🏠 🍎 🐧 - Discovery router for the agent-device CLI. Exposes status, install guidance, version-matched help, prompts, and resources for iOS, Android, tvOS, macOS, and Linux automation workflows.
 - [cq27-dev/rag-rat](https://github.com/cq27-dev/rag-rat) [![cq27-dev/rag-rat MCP server](https://glama.ai/mcp/servers/cq27-dev/rag-rat/badges/score.svg)](https://glama.ai/mcp/servers/cq27-dev/rag-rat) 🦀 🏠 🍎 🪟 🐧 - Local repo-intelligence index and MCP server for coding agents — "what a repository knows about itself." Hybrid BM25 + vector semantic search, a tree-sitter code graph (callers/callees/imports across Rust, TS/TSX, Kotlin, C/C++, Python) with an optional compiler-grade SCIP oracle, queryable git/GitHub history, and typed, source-anchored repo memories (Invariant, Decision, Risk, …) that persist across sessions. Every result carries provenance — confidence labels and coverage warnings. Keeps source read-only; a background watcher keeps queries fresh. PreToolUse hooks augment `grep` and flag near-duplicate code as you write it. `cargo install rag-rat`
+- [jospnunes/idencify-mcp](https://github.com/jospnunes/idencify-mcp) [![jospnunes/idencify-mcp MCP server](https://glama.ai/mcp/servers/jospnunes/idencify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jospnunes/idencify-mcp) 🎖️ 🦀 ☁️ - Hosted code-intelligence platform: connect a GitHub repo and agents get a whole-repo, cross-language call graph with 14 tools — blast-radius impact analysis, transitive callers, dead code, dependency cycles, architecture health, hybrid semantic search, and exact graph diffs between commits. OAuth 2.1; works with Claude Code, Cursor, and any MCP client.
 - [drhalto/agentmako](https://github.com/drhalto/agentmako) [![drhalto/agentmako MCP server](https://glama.ai/mcp/servers/drhalto/agentmako/badges/score.svg)](https://glama.ai/mcp/servers/drhalto/agentmako) 📇 🏠 🍎 🪟 🐧 - Local-first codebase intelligence engine. Gives coding agents structured context packets, indexed code/schema facts, and diagnostics over MCP, backed by a local SQLite store — so agents stop rediscovering your repo with raw grep. Optional Postgres/Supabase awareness and a bundled Claude Code plugin.
 - [Dusheh/myclaw-toolkit](https://github.com/Dusheh/myclaw-toolkit) [![Dusheh/myclaw-toolkit MCP server](https://glama.ai/mcp/servers/Dusheh/myclaw-toolkit/badges/score.svg)](https://glama.ai/mcp/servers/Dusheh/myclaw-toolkit) 📇 ☁️ 🍎 🪟 🐧 - 23-in-1 developer utility MCP server: web search, exchange rates, crypto prices, QR codes, JSON formatter, UUID, URL tools, domain check, RSS feeds, and more. 6 paid APIs via x402 micropayments ($0.003 USDC on Base). `npx myclaw-toolkit`
 - [paramount-engineering/roku-dev-studio](https://github.com/paramount-engineering/roku-dev-studio) [![paramount-engineering/roku-dev-studio MCP server](https://glama.ai/mcp/servers/paramount-engineering/roku-dev-studio/badges/score.svg)](https://glama.ai/mcp/servers/paramount-engineering/roku-dev-studio) 📇 🏠 🍎 🪟 🐧 - All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.
 - [machinegrade/validate](https://github.com/machinegrade/validate) [![machinegrade/validate MCP server](https://glama.ai/mcp/servers/machinegrade/validate/badges/score.svg)](https://glama.ai/mcp/servers/machinegrade/validate) 📇 ☁️ 🏠 🍎 🪟 🐧 - Deterministic validation of AI-generated artifacts before acting on them: JSON Schema conformance, OpenAPI response conformance, SQL syntax per dialect. Typed verdicts with per-error fix hints. Hosted free tier with remote MCP endpoint; MIT, self-hostable.
 - [AKzar1el/mcp-web-validator](https://github.com/AKzar1el/mcp-web-validator) [![AKzar1el/mcp-web-validator MCP server](https://glama.ai/mcp/servers/AKzar1el/mcp-web-validator/badges/score.svg)](https://glama.ai/mcp/servers/AKzar1el/mcp-web-validator) 📇 ☁️ 🏠 🍎 🪟 🐧 - Web Validator by DigestSEO validates HTML and CSS, audits technical SEO and accessibility signals, checks JSON-LD and bounded public links, and captures responsive screenshots. Install locally with `npx -y mcp-web-validator`; no API keys required.
+- [trakshan-mishra/Diffcontext](https://github.com/trakshan-mishra/Diffcontext) [![trakshan-mishra/Diffcontext MCP server](https://glama.ai/mcp/servers/trakshan-mishra/Diffcontext/badges/score.svg)](https://glama.ai/mcp/servers/trakshan-mishra/Diffcontext) 🐍 🏠 🍎 🪟 🐧 - Static-analysis-powered context compiler for LLM coding agents. Parses Python repos into dependency graphs, selects the minimal code context for a change (callers, callees, related functions), and packs it into a token budget with a disclosure header. Optionally biases retrieval from the bug report text. Includes `verify` which mines your repo's git history and grades retrieval — printing NULL RESULT when it doesn't fit. Zero runtime dependencies. `pip install "diffcontext[mcp]"`.
 
 Tools and integrations that enhance the development workflow and environment management.
 - [kestiny18/spring-nacos-mcp](https://github.com/kestiny18/spring-nacos-mcp) [![kestiny18/spring-nacos-mcp MCP server](https://glama.ai/mcp/servers/kestiny18/spring-nacos-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kestiny18/spring-nacos-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment (dev/test/prod/...) from the repo's application/bootstrap files, with cross-environment key-level config diff. Single file, zero dependencies.
@@ -1276,6 +1321,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [kindly-software/kdb](https://github.com/kindly-software/kdb) 🦀 ☁️ - AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available.
 - [knewstimek/agent-tool](https://github.com/knewstimek/agent-tool) [![agent-tool MCP server](https://glama.ai/mcp/servers/knewstimek/agent-tool/badges/score.svg)](https://glama.ai/mcp/servers/knewstimek/agent-tool) 🏎️ 🏠 🍎 🪟 🐧 - Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities. Preserves file encoding (UTF-8, EUC-KR, Shift_JIS, etc.) and respects .editorconfig settings.
 - [KryptosAI/mcp-observatory](https://github.com/KryptosAI/mcp-observatory) [![mcp-observatory MCP server](https://glama.ai/mcp/servers/KryptosAI/mcp-observatory/badges/score.svg)](https://glama.ai/mcp/servers/KryptosAI/mcp-observatory) 📇 🏠 🍎 🪟 🐧 - Regression testing for MCP servers. Auto-discovers servers from Claude configs, checks capabilities, invokes tools, detects schema drift between versions, and recommends new servers based on your environment. Works as both a CLI and an MCP server.
+- [kyisaiah47/kynth-mcp](https://github.com/kyisaiah47/kynth-mcp) [![kyisaiah47/kynth-mcp MCP server](https://glama.ai/mcp/servers/kyisaiah47/kynth-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kyisaiah47/kynth-mcp) 📇 ☁️ - Eleven keyless read-only lookups for questions a model cannot answer from a training cutoff, because the fact changed after it: what a given AI model costs today, whether a dependency is still maintained, what a SaaS stack costs per month, item-level search across public shadcn registries, published agent skills and configs, AI app-builder App Store readiness, ADA Title II accessibility reports for US .gov sites, and nonprofit good-standing. No API key, no signup. `npx -y kynth-mcp`
 - [LadislavSopko/mcp-ai-server-visual-studio](https://github.com/LadislavSopko/mcp-ai-server-visual-studio) #️⃣ 🏠 🪟 - MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline.
 - [kimwwk/repocrunch](https://github.com/kimwwk/repocrunch) [![repo-crunch MCP server](https://glama.ai/mcp/servers/@kimwwk/repo-crunch/badges/score.svg)](https://glama.ai/mcp/servers/@kimwwk/repo-crunch) 🐍 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output.
 - [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
@@ -1391,6 +1437,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [SimplyLiz/CodeMCP](https://github.com/SimplyLiz/CodeMCP) 🏎️ 🏠 🍎 🪟 🐧 - 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) ☁️ - MCP for BugBug API, to manage test and suites on BugBug
 - [skullzarmy/vibealive](https://github.com/skullzarmy/vibealive) 📇 🏠 🍎 🪟 🐧 — 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.
+- [smplkit/mcp](https://github.com/smplkit/mcp) [![smplkit/mcp MCP server](https://glama.ai/mcp/servers/smplkit/mcp/badges/score.svg)](https://glama.ai/mcp/servers/smplkit/mcp) 📇 ☁️ - Scheduled HTTP jobs from your AI agent — cron, one-off, or on-demand, with retries and run history.
 - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
 - [softvoyagers/linkshrink-api](https://github.com/softvoyagers/linkshrink-api) 📇 ☁️ - Free privacy-first URL shortener API with analytics and link management. No API key required.
 - [softvoyagers/ogforge-api](https://github.com/softvoyagers/ogforge-api) 📇 ☁️ - Free Open Graph image generator API with themes, Lucide icons, and custom layouts. No API key required.
@@ -1421,6 +1468,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [Mibayy/token-savior](https://github.com/Mibayy/token-savior) [![Mibayy/token-savior MCP server](https://glama.ai/mcp/servers/Mibayy/token-savior/badges/score.svg)](https://glama.ai/mcp/servers/Mibayy/token-savior) 🐍 🏠 🍎 🪟 🐧 - Structural code intelligence MCP server for AI-assisted development. Navigate and edit code by symbol names instead of raw text — symbol lookup, dependency graphs, call chains, dead code detection, and structural diff. Replaces grep/cat with semantic tools: 87% token reduction on large codebases.
 - [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) 📇 🏠 - Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
 - [tosin2013/mcp-adr-analysis-server](https://github.com/tosin2013/mcp-adr-analysis-server) 📇 ☁️ 🏠 - AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.
+- [TranQui004/signalint](https://github.com/TranQui004/signalint) [![TranQui004/signalint MCP server](https://glama.ai/mcp/servers/TranQui004/signalint/badges/score.svg)](https://glama.ai/mcp/servers/TranQui004/signalint) 📇 🏠 🍎 🪟 🐧 - Local stdio MCP server for compact, cached, loop-aware JavaScript/TypeScript diagnostics. Clusters and prioritizes Oxlint/tsc/Biome issues, caches per-engine results to skip unchanged files, and detects recurring diagnostic loops. Also ships a `signalint` CLI and a composite GitHub Action for CI use.
 - [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
 - [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
 - [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
@@ -1506,8 +1554,10 @@ Tools and integrations that enhance the development workflow and environment man
 - [imqueue/mcp](https://github.com/imqueue/mcp) [![imqueue/mcp MCP server](https://glama.ai/mcp/servers/imqueue/mcp/badges/score.svg)](https://glama.ai/mcp/servers/imqueue/mcp) 📇 🏠 - Search @imqueue docs and scaffold typed services & clients for AI coding agents, access CLI and manage your service fleet.
 - [WCAG-Compliance/wcagc-mcp](https://github.com/WCAG-Compliance/wcagc-mcp) [![WCAG-Compliance/wcagc-mcp MCP server](https://glama.ai/mcp/servers/WCAG-Compliance/wcagc-mcp/badges/score.svg)](https://glama.ai/mcp/servers/WCAG-Compliance/wcagc-mcp) 🎖️ 📇 ☁️ 🏠 - Deterministic axe-core accessibility scanning (WCAG 2.1 AA, EN 301 549, PDF/UA) through a [wcagc](https://wcagc.com) account: scan any public URL or PDF, crawl a whole registered site, replay saved multi-step journeys, and read violation trends. Returns structured findings — rule, severity counts and the success criteria involved — so the assistant reasons over real results rather than guessing from markup. Every scan result carries an automated-coverage disclaimer instead of a score or a pass/fail verdict. Hosted at `https://mcp.wcagc.com/mcp`, or run it locally with `npx -y @wcagc/mcp`.
 - [srbsa/diffgate](https://github.com/srbsa/diffgate) [![srbsa/diffgate MCP server](https://glama.ai/mcp/servers/srbsa/diffgate/badges/score.svg)](https://glama.ai/mcp/servers/srbsa/diffgate) 📇 🏠 🍎 🪟 🐧 - Deterministic guardrail for AI-written diffs, runnable from inside the coding agent's own loop over MCP. Zero-LLM-token, AST-precise rules (SQLi, SSRF, XXE, permissive CORS, prototype pollution, hardcoded secrets) across 8 languages, plus structural checks for reinvented helpers and over-abstraction — findings scoped to only the changed lines, same input always gives the same output, no false-block guarantee. `npm i -g diffgate-review` (registers as the `diffgate` command; `diffgate mcp` starts the server)
+- [shakaran/symfony-agent-mcp](https://github.com/shakaran/symfony-agent-mcp) [![shakaran/symfony-agent-mcp MCP server](https://glama.ai/mcp/servers/shakaran/symfony-agent-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shakaran/symfony-agent-mcp) 📇 🏠 🍎 🪟 🐧 - Read-only introspection of a Symfony codebase: routes, controllers, services, entities, database schema, migrations, events, forms, security, Doctrine, Messenger, Twig and API Platform. 1,677 tools discovered progressively — `tools/list` starts at five meta-tools and the rest activate per category, so connecting costs ~828 tokens instead of ~154,000. Nothing is executed and nothing is written; results are scanned for credentials before they leave. `npx -y @shakaran/symfony-agent-mcp`
 ### 🔒 <a name="delivery"></a>Delivery
 
+- [A1-x-Tech/mcp-yango-delivery](https://github.com/A1-x-Tech/mcp-yango-delivery) [![A1-x-Tech/mcp-yango-delivery MCP server](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yango-delivery/badges/score.svg)](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yango-delivery) 📇 ☁️ - Yango Delivery B2B API (international Yandex Delivery) — express-courier price checks, delivery claims, courier tracking and confirmation codes.
 - [jordandalton/doordash-mcp-server](https://github.com/JordanDalton/DoorDash-MCP-Server) 🐍 – DoorDash Delivery (Unofficial)
 - [aarsiv-groups/shipi-mcp-server](https://github.com/aarsiv-groups/shipi-mcp-server) 📇 ☁️ - Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).
 - [arthurpanhku/DragonMCP](https://github.com/arthurpanhku/DragonMCP) [![dragon-mcp MCP server](https://glama.ai/mcp/servers/arthurpanhku/dragon-mcp/badges/score.svg)](https://glama.ai/mcp/servers/arthurpanhku/dragon-mcp) 📇 🏠 ☁️ 🍎   - MCP server for Greater China local life services: Meituan/Ele.me food delivery, Didi/Meituan ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 high-speed rail, Taobao/JD/Xianyu e-commerce, Hong Kong government e-services, and more.
@@ -1522,6 +1572,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [todah-zg/codemagic-mcp](https://github.com/todah-zg/codemagic-mcp) [![codemagic-mcp MCP server](https://glama.ai/mcp/servers/todah-zg/codemagic-mcp/badges/score.svg)](https://glama.ai/mcp/servers/todah-zg/codemagic-mcp) 📇 ☁️ - Build, sign, and publish iOS and Android apps through AI agents. Integrates Codemagic CI/CD, App Store Connect, and Google Play in one server.
 - [deslay1/amendor-mcp](https://github.com/deslay1/amendor-mcp) [![deslay1/amendor-mcp MCP server](https://glama.ai/mcp/servers/deslay1/amendor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/deslay1/amendor-mcp) 📇 ☁️ - Lets the non-technical people you build for request UI changes directly on your live site, then pulls each request (with the exact element and page) into your coding agent so it builds it on a branch and opens a pull request. Works with Claude Code, Cursor, Cline, Codex, and remote agents over HTTP. `npx -y amendor-mcp`
 - [LS-SIEM-LLP/qa-probe](https://github.com/LS-SIEM-LLP/qa-probe) [![LS-SIEM-LLP/qa-probe MCP server](https://glama.ai/mcp/servers/LS-SIEM-LLP/qa-probe/badges/score.svg)](https://glama.ai/mcp/servers/LS-SIEM-LLP/qa-probe) 📇 🏠 🍎 🪟 🐧 - Probes your live API and classifies why each endpoint failed (root cause + evidence + calibrated confidence) over MCP, so your AI assistant debugs from evidence instead of guessing. Deterministic rules, no black box. Works with FastAPI, Express, Next.js, tRPC, and GraphQL. `npm i -g qa-probe`
+- [zyqzyq/Unfour](https://github.com/zyqzyq/Unfour) [![Unfour MCP server](https://glama.ai/mcp/servers/zyqzyq/Unfour/badges/score.svg)](https://glama.ai/mcp/servers/zyqzyq/Unfour)🦀 🏠 🪟 🍎 - Local-first backend developer workspace exposing API debugging, SSH, database, workspace, and diagnostics tools to AI agents through a local MCP server, with workspace-scoped safety policies and confirmation for risky actions.
   
 ### 🧮 <a name="data-science-tools"></a>Data Science Tools
 
@@ -1545,6 +1596,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
 - [haiiibin/data-profiler-mcp](https://github.com/haiiibin/data-profiler-mcp) [![haiiibin/data-profiler-mcp MCP server](https://glama.ai/mcp/servers/haiiibin/data-profiler-mcp/badges/score.svg)](https://glama.ai/mcp/servers/haiiibin/data-profiler-mcp) 🐍 🏠 🍎 🪟 🐧 - Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. `pip install data-profiler-mcp`.
 - [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
 - [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
+- [jonahthan433/cortexcloud-mcp](https://github.com/jonahthan433/cortexcloud-mcp) [![jonahthan433/cortexcloud-mcp MCP server](https://glama.ai/mcp/servers/jonahthan433/cortexcloud-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jonahthan433/cortexcloud-mcp) 📇 ☁️ - Pay-per-call QUBO/Ising optimization for AI agents: estimate free, solve per run (classical $0.05, hybrid $0.10, quantum $0.85) via x402 (USDC on Base). No API keys. Remote Streamable HTTP at https://api.cortexcloud.org/mcp.
 - [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
 - [leap-laboratories/discovery-engine](https://github.com/leap-laboratories/discovery-engine) [![leap-laboratories/discovery-engine MCP server](https://glama.ai/mcp/servers/leap-laboratories/discovery-engine/badges/score.svg)](https://glama.ai/mcp/servers/leap-laboratories/discovery-engine) 🐍 ☁️ - Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.
 - [lihtness/gnomon-mcp](https://github.com/lihtness/gnomon-mcp) [![lihtness/gnomon-mcp MCP server](https://glama.ai/mcp/servers/lihtness/gnomon-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lihtness/gnomon-mcp) 🐍 🏠 🍎 🪟 🐧 - Deterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich `now()` snapshot (18 fields), `calendar(ops)` batch dispatcher (diff/until/since/add/weekday/business_days, natural-language parsing), `calc(expressions)` Python eval with math+stats pre-loaded, and Pint-based unit conversion. One wiring for dates + math + units. Listed in the official MCP Server Registry. `uvx gnomon-mcp`.
@@ -1608,7 +1660,9 @@ Provides access to documentation and shortcuts for working on embedded devices.
 MCP servers for learning management systems (LMS) and educational tools.
 
 - [admin978/canvas-mcp](https://github.com/admin978/canvas-mcp) [![admin978/canvas-mcp MCP server](https://glama.ai/mcp/servers/admin978/canvas-mcp/badges/score.svg)](https://glama.ai/mcp/servers/admin978/canvas-mcp) 🐍 🏠 🍎 🪟 🐧 - Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in `~/.canvas.env`. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo, and bulk file dump as MCP tools.
+- [alejooroncoy/campus-cli](https://github.com/alejooroncoy/campus-cli) [![alejooroncoy/campus-cli MCP server](https://glama.ai/mcp/servers/alejooroncoy/campus-cli/badges/score.svg)](https://glama.ai/mcp/servers/alejooroncoy/campus-cli) 📇 🏠 🍎 🪟 🐧 - Connects university systems to AI assistants from the student's own account: courses, assignments, due dates, grades, instructor feedback, announcements, course materials and file downloads. Authenticates with the student's SSO session, so no institutional developer key is required. Ships a Blackboard Learn connector today (UPC, Peru), with more LMS connectors and universities on the way. Install via `npx campus-cli mcp`.
 - [Connectry-io/connectrylab-architect-cert-mcp](https://github.com/Connectry-io/connectrylab-architect-cert-mcp) [![connectrylab-architect-cert-mcp MCP server](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp) 📇 🏠 🍎 🪟 🐧 - Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, glassmorphism progress dashboard, spaced repetition, and deterministic grading.
+- [csmediapro/moodle-mcp-server](https://github.com/csmediapro/moodle-mcp-server) [![csmediapro/moodle-mcp-server MCP server](https://glama.ai/mcp/servers/csmediapro/moodle-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/csmediapro/moodle-mcp-server) 📇 🏠 🍎 🪟 🐧 - Open-source MCP server that connects AI agents to Moodle LMS data through Moodle Web Services. 10 query tools for courses, users, assignments, categories, and site info. Plugin-extensible. LLM-agnostic. Install via `npx moodle-mcp-server-aql`.
 - [JuhongPark/mcp-server-pronunciation](https://github.com/JuhongPark/mcp-server-pronunciation) [![JuhongPark/mcp-server-pronunciation MCP server](https://glama.ai/mcp/servers/JuhongPark/mcp-server-pronunciation/badges/score.svg)](https://glama.ai/mcp/servers/JuhongPark/mcp-server-pronunciation) 🐍 🏠 🍎 🪟 🐧 - Local MCP voice coach with English pronunciation, grammar, fluency, phoneme-level feedback, practice drills, and learner-profile hints. Install via `uvx mcp-server-pronunciation@0.3.0`.
 - [RohanMuppa/brightspace-mcp-server](https://github.com/RohanMuppa/brightspace-mcp-server) [![brightspace-mcp-server MCP server](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server) 📇 🏠 🍎 🪟 🐧 - MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via `npx brightspace-mcp-server@latest`.
 - [anzy-renlab-ai/pronounce](https://github.com/anzy-renlab-ai/pronounce) [![pronounce MCP server](https://glama.ai/mcp/servers/anzy-renlab-ai/pronounce/badges/score.svg)](https://glama.ai/mcp/servers/anzy-renlab-ai/pronounce) 🐍 🏠 🍎 🪟 🐧 - Community pronunciation dictionary for developer project / product / jargon names (kubectl, nginx, GIF, JSON, Pydantic, Knative, LaTeX — 1,848 entries). Each entry carries IPA, a General-American respelling, alternate readings where the pronunciation is contested, a source citation (creator interview / project FAQ / Wikipedia § Pronunciation), and a confidence level. Tools: `pronounce(word)`, `search_pronunciations(query)`, `list_pronunciations(category)`. Install: `uvx pronounce-mcp`. Live browse: <https://pronounce.renlab.ai>.
@@ -1617,11 +1671,13 @@ MCP servers for learning management systems (LMS) and educational tools.
 
 MCP servers for e-commerce platforms and online store management.
 
+- [A1-x-Tech/mcp-yango-retail](https://github.com/A1-x-Tech/mcp-yango-retail) [![A1-x-Tech/mcp-yango-retail MCP server](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yango-retail/badges/score.svg)](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yango-retail) 📇 ☁️ - Yango Tech Retail (grocery platform) B2B API — orders, receipts, products, prices, discounts, stocks and stores.
 - [agentcentral-to/agent-central-mcp](https://github.com/agentcentral-to/agent-central-mcp) [![agentcentral-to/agent-central-mcp MCP server](https://glama.ai/mcp/servers/agentcentral-to/agent-central-mcp/badges/score.svg)](https://glama.ai/mcp/servers/agentcentral-to/agent-central-mcp) 📇 ☁️ - Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and other AI clients, exposing inventory, orders, catalog, finance, fulfillment, and advertising data through a remote MCP endpoint.
 - [agentlux/agentlux-mcp](https://github.com/agentlux/agentlux-mcp) [![agentlux/agentlux-mcp MCP server](https://glama.ai/mcp/servers/agentlux/agentlux-mcp/badges/score.svg)](https://glama.ai/mcp/servers/agentlux/agentlux-mcp) 📇 ☁️ 🍎 🪟 🐧 - Agent marketplace and services MCP server for AgentLux. Browse marketplace items, manage agent identity, creator workflows, service hires, social flows, and Base/x402 commerce through 33 tools. Install via `npx -y @agentlux/mcp-server`.
 - [anhmtk/agentshare-mcp](https://github.com/anhmtk/agentshare-mcp) [![anhmtk/agentshare-mcp MCP server](https://glama.ai/mcp/servers/anhmtk/agentshare-mcp/badges/score.svg)](https://glama.ai/mcp/servers/anhmtk/agentshare-mcp) 📇 ☁️ - Solana DeFi intelligence MCP (Meteora DLMM `meteora_brief` + `meteora_pool_detail`, Solana DEX + DefiLlama scout). Commerce tools are secondary. Hosted at https://agentshare.dev/mcp
 - [BuyWhere/buywhere-mcp](https://github.com/BuyWhere/buywhere-mcp) [![BuyWhere/buywhere-mcp MCP server](https://glama.ai/mcp/servers/BuyWhere/buywhere-mcp/badges/score.svg)](https://glama.ai/mcp/servers/BuyWhere/buywhere-mcp) 📇 ☁️ 🍎 🪟 🐧 - Cross-border e-commerce product catalog for AI agents. Search 3M+ products across Singapore, SEA, and US markets with price comparison and deal discovery. Install via `npx @buywhere/mcp-server`.
 - [TonyWang-hub/mcp-cn-commerce](https://github.com/TonyWang-hub/mcp-cn-commerce) [![TonyWang-hub/mcp-cn-commerce MCP server](https://glama.ai/mcp/servers/TonyWang-hub/mcp-cn-commerce/badges/score.svg)](https://glama.ai/mcp/servers/TonyWang-hub/mcp-cn-commerce) 🐍 ☁️ 🍎 🪟 🐧 - Read-only merchant data connector for 8 Chinese e-commerce platforms — Tmall/Taobao, JD.com, Pinduoduo, Douyin Shop + Qianchuan ads, Kuaishou, Xiaohongshu, and WeChat Store. Orders, products, after-sales, inventory, and ad reports for AI agents. Published on the official MCP Registry. Install via `pip install mcp-cn-commerce`.
+- [hypawave/mcp](https://github.com/hypawave/mcp) [![hypawave/mcp MCP server](https://glama.ai/mcp/servers/hypawave/mcp/badges/score.svg)](https://glama.ai/mcp/servers/hypawave/mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Non-custodial Bitcoin Lightning commerce for agents: browse a public offer marketplace, buy and sell files, data, APIs and compute where verified settlement proof releases the content, plus free ECIES-encrypted agent-to-agent messaging and file handoffs in private waves. No accounts — agents authenticate with a secp256k1 keypair. `npx -y @hypawave/mcp`
 - [justadityaraj/amazon-in-mcp](https://github.com/justadityaraj/amazon-in-mcp) [![justadityaraj/amazon-in-mcp MCP server](https://glama.ai/mcp/servers/justadityaraj/amazon-in-mcp/badges/score.svg)](https://glama.ai/mcp/servers/justadityaraj/amazon-in-mcp) 📇 ☁️ 🍎 🪟 🐧 - Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock" + "best value" picks, full product details (price, MRP, discount, rating, stock, seller), and Keepa price history chart links. No API keys, direct HTML scraping with retry on bot-check. Install: `npx amazon-in-mcp-server`.
 - [jasp-nerd/marktplaats-mcp](https://github.com/jasp-nerd/marktplaats-mcp) [![jasp-nerd/marktplaats-mcp MCP server](https://glama.ai/mcp/servers/jasp-nerd/marktplaats-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jasp-nerd/marktplaats-mcp) 🐍 🏠 🍎 🪟 🐧 - Search Marktplaats.nl and 2dehands.be, the Dutch and Belgian second-hand marketplaces. Listings with price, condition and distance filters, full ad details, seller verification and reviews, categories, and new-listing monitoring. No account or API key needed. Install via `uvx marktplaats-mcp`.
 - [mrslbt/rakuten-mcp](https://github.com/mrslbt/rakuten-mcp) [![mrslbt/rakuten-mcp MCP server](https://glama.ai/mcp/servers/mrslbt/rakuten-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mrslbt/rakuten-mcp) 📇 ☁️ - Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via `npx rakuten-mcp`.
@@ -1643,6 +1699,7 @@ MCP servers for e-commerce platforms and online store management.
 - [slookisen/lokal](https://github.com/slookisen/lokal) [![slookisen/lokal MCP server](https://glama.ai/mcp/servers/slookisen/lokal/badges/score.svg)](https://glama.ai/mcp/servers/slookisen/lokal) 📇 ☁️ 🍎 🪟 🐧 - Search and discover 1,400+ verified local food producers in Norway — farms, REKO rings, farmers' markets, and farm shops. Natural-language search (NO/EN), geo-filtered discovery, and A2A protocol support, backed by [rettfrabonden.com](https://rettfrabonden.com). Install via `npx lokal-mcp`.
 - [tokenofesteem/mcp](https://github.com/tokenofesteem/mcp) [![tokenofesteem/mcp MCP server](https://glama.ai/mcp/servers/tokenofesteem/mcp/badges/score.svg)](https://glama.ai/mcp/servers/tokenofesteem/mcp) 🎖️ 📇 ☁️ - An agent can commission a funny, personalized printed booklet and have it printed and mailed as a gift, including a surprise for its own user. Pay with an account token, or tokenless with a single-use Stripe payment over HTTP 402. Remote MCP, US shipping, $19.99.
 - [wppoland/woocommerce-mcp](https://github.com/wppoland/woocommerce-mcp) [![wppoland/woocommerce-mcp MCP server](https://glama.ai/mcp/servers/wppoland/woocommerce-mcp/badges/score.svg)](https://glama.ai/mcp/servers/wppoland/woocommerce-mcp) 📇 🏠 🍎 🪟 🐧 - Read-only MCP server for WordPress + WooCommerce. Five tools over the existing WP/WooCommerce REST APIs: list/search products, product details, recent orders, sales reports (week/month/last_month/year), and public blog-post search. No writes, no store-side plugin to install. Built by WPPoland. Install: `git clone` + `npm run build`.
+- [ncosic/webotee-mcp](https://github.com/ncosic/webotee-mcp) [![ncosic/webotee-mcp MCP server](https://glama.ai/mcp/servers/ncosic/webotee-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ncosic/webotee-mcp) 🐍 ☁️ - Hosted Amazon market-intelligence MCP for Claude, ChatGPT, and other clients (Webotee AI Connect). Query brands, sellers, ASINs, under-competed niches, the cross-seller operator network, observed buy-box history, and Amazon/Walmart cross-marketplace overlap from a pre-collected research dataset. 76 read-only research tools at the remote endpoint `https://app.webotee.com/mcp` (paid plan, 7-day free trial).
 
 ### 🛒 <a name="e-commerce"></a>E-Commerce
 
@@ -1706,8 +1763,8 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [alebgl77/ftp-deploy-mcp](https://github.com/alebgl77/ftp-deploy-mcp) [![alebgl77/ftp-deploy-mcp MCP server](https://glama.ai/mcp/servers/alebgl77/ftp-deploy-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alebgl77/ftp-deploy-mcp) 📇 🏠 🍎 🪟 🐧 - Deploy files from AI agents to your own FTP/FTPS/SFTP servers — multi-server config, recursive deploy with dry-run and gitignore-like excludes, per-server path jail and read-only mode, FileZilla import, one-command setup for popular MCP clients.
 
 ### 💰 <a name="finance--fintech"></a>Finance & Fintech
+- [celineycn/quantdata-plugin](https://github.com/celineycn/quantdata-plugin) [![celineycn/quantdata-plugin MCP server](https://glama.ai/mcp/servers/celineycn/quantdata-plugin/badges/score.svg)](https://glama.ai/mcp/servers/celineycn/quantdata-plugin) 🎖️ 🐍 ☁️ - Measured market statistics for US stocks/ETFs, futures, HK and A-shares: five-class day-type probabilities for the session in progress, Weis volume-wave events with pre-registered win rates, options max pain from open interest alone, and estimated dealer gamma (GEX). Every published number traces to a stated measurement — failures included — and nothing is a buy/sell recommendation. 10 calls/day with no key or signup. Remote at https://api.quantdata.uk/mcp; on the official registry as `uk.quantdata/quantdata`.
 - [Zenidp/solinkify-mcp](https://github.com/Zenidp/solinkify-mcp) [![Zenidp/solinkify-mcp MCP server](https://glama.ai/mcp/servers/Zenidp/solinkify-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Zenidp/solinkify-mcp) 📇 🏠 - Agentic payments on Solana: let an agent discover x402-priced endpoints, pay HTTP 402 paywalls in USDC, manage pre-paid balances and subscriptions, and buy datasets or settle store checkouts — 15 tools behind fail-closed spending caps ($1 per payment, $10 per day by default). Non-custodial: payments lock in a program-owned escrow and release 99% to the creator. Listed on the official MCP registry as `com.solinkify/mcp`. `npx -y @solinkify/mcp`
-- [ogasurfproject-jpg/horizon-shield](https://github.com/ogasurfproject-jpg/horizon-shield) [![ogasurfproject-jpg/horizon-shield MCP server](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield/badges/score.svg)](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield) 📇 ☁️ - Third-party auditor for Japanese construction & renovation estimates; flags overcharge and returns Bitcoin-anchored, verifiable signed receipts (PTKA). Remote MCP, no auth.
 - [atomno-mcp/mcp-fns-calc](https://github.com/atomno-mcp/mcp-fns-calc) [![atomno-mcp/mcp-fns-calc MCP server](https://glama.ai/mcp/servers/atomno-mcp/mcp-fns-calc/badges/score.svg)](https://glama.ai/mcp/servers/atomno-mcp/mcp-fns-calc) 🐍 ☁️ - MCP-сервер налоговых/бухгалтерских калькуляторов ФНС + публичные фискальные статусы (самозанятый, ИП/ОКВЭД, дисквалификация, блокировки счетов). Волна 1, юр-риск минимальный
 - [Luminc/peil-mcp](https://github.com/Luminc/peil-mcp) [![Luminc/peil-mcp MCP server](https://glama.ai/mcp/servers/Luminc/peil-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Luminc/peil-mcp) 🎖️ 🐍 ☁️ - Peil — financial orientation for Dutch freelancers (ZZP'ers): log hours, draft invoices from unbilled time, and ask where you stand — outstanding, overdue, and your net effective hourly rate. Scoped API keys with draft-by-default: putting email in front of a client needs a separate `invoices:send` permission the key can be issued without. `uvx peil-mcp`
 - [SimonTarara62/capitalcom-mcp-server](https://github.com/SimonTarara62/capitalcom-mcp-server) [![SimonTarara62/capitalcom-mcp-server MCP server](https://glama.ai/mcp/servers/SimonTarara62/capitalcom-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/SimonTarara62/capitalcom-mcp-server) 🐍 🏠 ☁️ - Unofficial, community MCP for the Capital.com Open API: safe, guarded trading and market data. Two-phase trades (preview → confirm → execute), allowlists, demo-first. Install with `uvx capitalcom-mcp`.
@@ -1735,6 +1792,7 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [@asterpay/mcp-server](https://github.com/timolein74/asterpay-mcp-server) [![asterpay-mcp-server MCP server](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server) 📇 ☁️ - EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics — pay-per-call in USDC on Base. SEPA Instant EUR off-ramp.
 - [Apex-Foundation/copilot-mcp](https://github.com/Apex-Foundation/copilot-mcp) [![Apex-Foundation/copilot-mcp MCP server](https://glama.ai/mcp/servers/Apex-Foundation/copilot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Apex-Foundation/copilot-mcp) 📇 ☁️ 🍎 🪟 🐧 - Web3 founder diligence stack: smart contract audit (Solidity via Slither, Rust via cargo-audit) with file/line findings, jurisdiction matching across 28 crypto-native domiciles, VC fund discovery with thesis matching, portfolio comparison against 47 accelerator companies, project scoring across team/traction/tokenomics/market/security, hackathon search, Twitter audience audit.
 - [@czagents/cnb](https://github.com/martinhavel/cz-agents-mcp) [![martinhavel/cz-agents-mcp MCP server](https://glama.ai/mcp/servers/martinhavel/cz-agents-mcp/badges/score.svg)](https://glama.ai/mcp/servers/martinhavel/cz-agents-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Czech National Bank (ČNB) daily FX rates: fetch official CZK exchange rates, convert between currencies, fetch historical rates. Cached 10 min to ease upstream load. npm `@czagents/cnb` or HTTP at cnb.cz-agents.dev/mcp.
+- [Sofiia7/ARC](https://github.com/Sofiia7/ARC) [![Sofiia7/ARC MCP server](https://glama.ai/mcp/servers/Sofiia7/ARC/badges/score.svg)](https://glama.ai/mcp/servers/Sofiia7/ARC) 📇 🏠 ☁️ - Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation). Read-only mode needs zero credentials; add a wallet and your agent can earn real USDC. In the official MCP Registry.
 - [@frihet/mcp-server](https://github.com/Frihet-io/frihet-mcp) [![frihet-mcp MCP server](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp) 📇 ☁️ - AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline.
 - [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
 - [Fabio662/yieldagentx402-sdks](https://github.com/Fabio662/yieldagentx402-sdks) [![Fabio662/yieldagentx402-sdks MCP server](https://glama.ai/mcp/servers/Fabio662/yieldagentx402-sdks/badges/score.svg)](https://glama.ai/mcp/servers/Fabio662/yieldagentx402-sdks) 📇 ☁️ - Custody-free, policy-gated, receipt-backed execution layer for AI agents. 16 MCP tools across 18 chains (Base, Ethereum, Bitcoin native, Starknet, NEAR, Solana, Stacks, BNB, Rootstock, Filecoin, Aptos, Sui, TON, Tron, XRPL, Stellar, Algorand). One NEAR MPC key authority signs on EVM and BTC, no private keys held anywhere. ShadeGuard policy enforcement, Intel TDX TEE attestation, HMAC-SHA256 receipts, Filecoin and BTFS anchored. x402 protocol settlement with 0.25 percent protocol fee. Public discovery with no signup needed: call yax_get_capabilities without auth. Instant test key (5 USD cap, 7 day) via POST /api/apply. Install via `npx agentx402-mcp-server`.
@@ -1870,6 +1928,7 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [Hovsteder/powersun-tron-mcp](https://github.com/Hovsteder/powersun-tron-mcp) [![Hovsteder/powersun-tron-mcp MCP server](https://glama.ai/mcp/servers/Hovsteder/powersun-tron-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Hovsteder/powersun-tron-mcp) 📇 ☁️ - TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools for buying energy, swapping TRC-20 tokens via SunSwap DEX, selling resources, and earning passive income. Remote Streamable HTTP with 3 payment methods (API Key, HTTP 402, x402 USDC).
 - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
 - [hypeprinter007-stack/anchor-x402-mcp](https://github.com/hypeprinter007-stack/anchor-x402-mcp) [![hypeprinter007-stack/anchor-x402-mcp MCP server](https://glama.ai/mcp/servers/hypeprinter007-stack/anchor-x402-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hypeprinter007-stack/anchor-x402-mcp) 📇 ☁️ - 16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC sanctions screen, bundled wallet intel (balances + activity + identity + sanctions in one call), dual-chain hash anchoring, signed decision attestations, mainnet tx + calldata decode, ENS + Bonfida SNS resolve, USD prices, datetime parse. Plus an async due-diligence investigator (`/v1/investigate`, $7.77, signed markdown report + dual-chain anchor), a verifiable signed RNG (`/v1/roll`), and 5 universal LLM endpoints — roast, yes/no oracle with on-chain anchored verdict (Base + Solana), TL;DR (URL or text), aura read (color + tier + score), academic grade. Pay-per-call USDC via x402, no API keys, no accounts. Also runs a free hosted chatbot at chat.anchor-x402.com.
+- [icyberdeveloper/tbank-mcp](https://github.com/icyberdeveloper/tbank-mcp) [![icyberdeveloper/tbank-mcp MCP server](https://glama.ai/mcp/servers/icyberdeveloper/tbank-mcp/badges/score.svg)](https://glama.ai/mcp/servers/icyberdeveloper/tbank-mcp) 🐍 ☁️ - MCP server for T-Bank (Т-Банк) mobile banking — accounts, cards, transfers, bill pay, grocery ordering, tickets and travel search.
 - [ignaciohermosillacornejo/copilot-money-mcp](https://github.com/ignaciohermosillacornejo/copilot-money-mcp) [![ignaciohermosillacornejo/copilot-money-mcp MCP server](https://glama.ai/mcp/servers/ignaciohermosillacornejo/copilot-money-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ignaciohermosillacornejo/copilot-money-mcp) 📇 🏠 ☁️ 🍎 - Read and manage [Copilot Money](https://copilot.money) personal finance data — 30 tools for transactions, budgets, accounts, recurring charges, investments, and goals. Reads are 100% local from the Firestore cache; opt-in writes (`--write`) go directly to Copilot's GraphQL API.
 - [IndigoProtocol/indigo-mcp](https://github.com/IndigoProtocol/indigo-mcp) [![indigo-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp) 📇 ☁️ 🏠 - MCP server for Indigo Protocol on Cardano — iAsset prices, CDP/loan analytics, stability pools, INDY staking, governance, and DEX data for LLM agents
 - [IndigoProtocol/cardano-mcp](https://github.com/IndigoProtocol/cardano-mcp) [![cardano-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/cardano-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/cardano-mcp) 📇 ☁️ 🏠 - Cardano blockchain MCP server for wallet interactions — submit transactions, fetch addresses, read UTxOs, check balances, resolve ADAHandles, and check stake delegation
@@ -1978,6 +2037,7 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
 - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) 🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration.
 - [nexusforge-tools/mcp-eu-finance](https://github.com/nexusforge-tools/mcp-eu-finance) 📇 🏠 ☁️ - European financial data for AI agents — 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)
+- [nhantour/inferenceview-mcp](https://github.com/nhantour/inferenceview-mcp) [![nhantour/inferenceview-mcp MCP server](https://glama.ai/mcp/servers/nhantour/inferenceview-mcp/badges/score.svg)](https://glama.ai/mcp/servers/nhantour/inferenceview-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Preflight x402 and MCP resources before payment and fact-check claims before an AI agent acts. Wallet keys remain local; paid calls settle in USDC on Base.
 - [nicholasbester/clickup-cli](https://github.com/nicholasbester/clickup-cli) [![clickup-cli MCP server](https://glama.ai/mcp/servers/nicholasbester/clickup-cli/badges/score.svg)](https://glama.ai/mcp/servers/nicholasbester/clickup-cli) 🦀 🏠 ☁️ 🍎 🪟 🐧 - ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-efficient compact responses (~98% smaller than raw JSON), flattening nested objects for minimal context usage. Also works as a standalone CLI.
 - [nikicat/mcp-wallet-signer](https://github.com/nikicat/mcp-wallet-signer) 📇 🏠 - Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask, etc.) for signing. Private keys never leave the browser; every action requires explicit user approval via EIP-6963.
 - [0x-devc/novai-mcp-server](https://github.com/0x-devc/novai-mcp-server) [![0x-devc/novai-mcp-server MCP server](https://glama.ai/mcp/servers/0x-devc/novai-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/0x-devc/novai-mcp-server) 📇 ☁️ - Read-only access to the live NOVAI blockchain (AI-native L1). Query blocks, transactions, AI entities, on-chain signals, oracle anchors, and memory objects over public JSON-RPC. No keys, no write paths.
@@ -2075,6 +2135,7 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
 - [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.
 - [thoughtproof/thoughtproof-mcp](https://github.com/ThoughtProof/thoughtproof-mcp) [![thoughtproof-mcp MCP server](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp) 📇 ☁️ - Adversarial multi-model reasoning verification for AI agents before trades execute. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base (USDC). Part of the 4-issuer Combined Attestation Standard with InsumerAPI, RNWY, and Maiat.
+- [tickerdb/tickerdb-mcp](https://github.com/tickerdb/tickerdb-mcp) [![tickerdb/tickerdb-mcp MCP server](https://glama.ai/mcp/servers/tickerdb/tickerdb-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tickerdb/tickerdb-mcp) 📇 ☁️ - Pre-computed market data for AI agents — 10,000+ US stocks, ETFs, and crypto with 182 categorical indicators (trend, momentum, volatility, fundamentals, stage analysis) plus state-transition history with aftermath returns. Screen, cross-reference, and backtest without computing indicators in context. `npx tickerdb-mcp`
 - [tunedforai/x402-mcp](https://github.com/tunedforai/x402-mcp) [![tunedforai/x402-mcp MCP server](https://glama.ai/mcp/servers/tunedforai/x402-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tunedforai/x402-mcp) 📇 ☁️ - Real-time crypto market structure for AI agents — orderflow across 20 exchanges, 24 tokens. 9 tools: price/funding/OI snapshots, cross-exchange CVD with whale activity, 7yr OHLCV history with buy/sell flow, on-chain address risk. Free via MCP ([`@tunedforai/x402-mcp`](https://www.npmjs.com/package/@tunedforai/x402-mcp) on npm) or pay-per-call in USDC on Base via x402 REST at [`x402.tunedfor.ai`](https://x402.tunedfor.ai) — no API key, no rate limits.
 - [toolstem/toolstem-mcp-server](https://github.com/toolstem/toolstem-mcp-server) [![toolstem/toolstem-mcp-server MCP server](https://glama.ai/mcp/servers/@toolstem/toolstem-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@toolstem/toolstem-mcp-server) 📇 ☁️ 🏠 – Agent-ready financial intelligence for AI agents. Curated tools (`get_stock_snapshot`, `get_company_metrics`, `compare_companies`) that fan out to multiple financial data sources, derive human-readable signals (`UNDERVALUED`, `STRONG`, `ACCELERATING`), and pre-compute CAGRs, margin trends, and DCF upside. One call, one flat JSON response — no cross-endpoint stitching. Available on npm (`toolstem-mcp-server`), the Official MCP Registry, and the Apify Store.
 - [toolstem/toolstem-sec-mcp-server](https://github.com/toolstem/toolstem-sec-mcp-server) 📇 ☁️ – SEC EDGAR signal intelligence for AI agents — insider trading (Form 4), 13F institutional holdings, 10-K/8-K filing velocity, activist risk flags, and multi-company disclosure comparisons. Three pricing tiers. Available on the Apify Store.
@@ -2106,6 +2167,7 @@ px goldbean-mcp\.
 - [amitesh-m/wealthville-integrations](https://github.com/amitesh-m/wealthville-integrations) [![Wealthville MCP server](https://glama.ai/mcp/servers/amitesh-m/wealthville-integrations/badges/score.svg)](https://glama.ai/mcp/servers/amitesh-m/wealthville-integrations) 🎖️ 📇 🏠 - Solana + EVM liquidity-pool scores for AI agents: **Enter/Hold/Exit verdicts** and a composite **0–100 Wealthville Score**, plus a live, immutable, miss-inclusive track record. 4 read-only tools (pool score, top pools, track record, signals feed). In the official MCP Registry. `npx @wealthville/mcp-server`
 - [SynderAccounting/gl-importer-plugin](https://github.com/SynderAccounting/gl-importer-plugin) [![SynderAccounting/gl-importer-plugin MCP server](https://glama.ai/mcp/servers/SynderAccounting/gl-importer-plugin/badges/score.svg)](https://glama.ai/mcp/servers/SynderAccounting/gl-importer-plugin) 🎖️ 📇 ☁️ - Import CSV/XLSX accounting data into QuickBooks Online or Xero via the [Synder Importer API](https://importer.synder.com). 19 tools covering imports, field mapping rules, post-import rules, and entity discovery. Install with `npx -y @cloudbusiness/gl-importer-mcp`.
 - [sand0vvv/hyperevm-mcp](https://github.com/sand0vvv/hyperevm-mcp) [![sand0vvv/hyperevm-mcp MCP server](https://glama.ai/mcp/servers/sand0vvv/hyperevm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sand0vvv/hyperevm-mcp) 📇 ☁️ 🍎 🪟 🐧 - Read-only Hyperliquid / HyperEVM: every way to earn on HYPE in one table — liquid staking, lending with utilisation and max LTV, LP pools, and the HLP vault — with yield a pool earns separated from yield paid in emitted tokens. Also protocol TVL, fees actually paid, perp and spot markets, funding history, and order-book depth with a straight answer when a size will not fill. Where a source publishes a figure whose unit cannot be confirmed, the cell reads n/a instead. No keys, no signing, nothing to configure. `npx -y @sand0vvv/hyperevm-mcp`
+- [polyorderbooks/mcp-server](https://github.com/polyorderbooks/mcp-server) [![polyorderbooks/mcp-server MCP server](https://glama.ai/mcp/servers/polyorderbooks/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/polyorderbooks/mcp-server) 📇 ☁️ - Historical Polymarket order book depth — full L2 bid/ask ladders at 1-second resolution on resolved markets, plus prices, spread and liquidity. Polymarket archives no order book history, so this serves depth captured live.
 ### 🎮 <a name="gaming"></a>Gaming
 
 Integration with gaming related data, game engines, and services
@@ -2127,6 +2189,7 @@ Integration with gaming related data, game engines, and services
 - [dmang-dev/mcp-pine](https://github.com/dmang-dev/mcp-pine) [![dmang-dev/mcp-pine MCP server](https://glama.ai/mcp/servers/dmang-dev/mcp-pine/badges/score.svg)](https://glama.ai/mcp/servers/dmang-dev/mcp-pine) 📇 🏠 🍎 🪟 🐧 - Memory inspection and savestate control for PCSX2 and other emulators speaking the [PINE](https://github.com/GovanifY/pine) protocol. Read/write 8/16/32/64-bit memory, save/load state slots, query game metadata. TCP on Windows, Unix sockets on Linux/macOS.
 - [dmang-dev/mcp-ppsspp](https://github.com/dmang-dev/mcp-ppsspp) [![dmang-dev/mcp-ppsspp MCP server](https://glama.ai/mcp/servers/dmang-dev/mcp-ppsspp/badges/score.svg)](https://glama.ai/mcp/servers/dmang-dev/mcp-ppsspp) 📇 🏠 🍎 🪟 🐧 - Drive PSP games through [PPSSPP](https://www.ppsspp.org)'s built-in WebSocket debugger interface — no plugin needed. Memory r/w (u8/u16/u32/range/string), input (buttons + analog), pause/resume/step, screenshot, MIPS Allegrex registers, CPU execution breakpoints. The richest debugger surface in the family thanks to PPSSPP's native instrumentation.
 - [dmang-dev/mcp-retroarch](https://github.com/dmang-dev/mcp-retroarch) [![dmang-dev/mcp-retroarch MCP server](https://glama.ai/mcp/servers/dmang-dev/mcp-retroarch/badges/score.svg)](https://glama.ai/mcp/servers/dmang-dev/mcp-retroarch) 📇 🏠 🍎 🪟 🐧 - Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Network Control Interface (UDP): read/write memory, save/load state, screenshot, pause/frame-advance/reset, on-screen messages. Verified against NES, SNES, Genesis, N64, GBA, and PS1 cores.
+- [gripforgeai/mcp](https://github.com/gripforgeai/mcp) [![gripforgeai/mcp MCP server](https://glama.ai/mcp/servers/gripforgeai/mcp/badges/score.svg)](https://glama.ai/mcp/servers/gripforgeai/mcp) 📇 ☁️ - Attach weapons & props to rigged 3D characters: finds the hand bone whatever the rig calls it, scales the prop to the character's hand, closes the fist, and returns engine-ready binds (three.js / Unity / Godot) plus armed GLB exports. The missing step after Tripo, Meshy or Mixamo.
 - [gregario/dnd-oracle](https://github.com/gregario/dnd-oracle) [![dnd-oracle MCP server](https://glama.ai/mcp/servers/gregario/dnd-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/dnd-oracle) 📇 🏠 - D&D 5e SRD reference and analysis with monster search, spell lookup, encounter building, and loadout analysis. 10 tools, 1198 entities embedded.
 - [gregario/godot-forge](https://github.com/gregario/godot-forge) [![godot-forge MCP server](https://glama.ai/mcp/servers/gregario/godot-forge/badges/score.svg)](https://glama.ai/mcp/servers/gregario/godot-forge) 📇 🏠 🍎 🪟 🐧 - Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→4 migration mapping, script analysis, scene parsing, screenshots, and LSP diagnostics.
 - [gregario/lorcana-oracle](https://github.com/gregario/lorcana-oracle) [![lorcana-oracle MCP server](https://glama.ai/mcp/servers/gregario/lorcana-oracle/badges/score.svg)](https://glama.ai/mcp/servers/gregario/lorcana-oracle) 📇 🏠 - Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and franchise browsing. 7 tools, 2,710 cards embedded.
@@ -2172,7 +2235,9 @@ Integration with gaming related data, game engines, and services
 
 Access health metrics, wellness data, and medical information through various health platforms.
 
+- [findsaunaplunge/mcp](https://github.com/findsaunaplunge/mcp) [![findsaunaplunge/mcp MCP server](https://glama.ai/mcp/servers/findsaunaplunge/mcp/badges/score.svg)](https://glama.ai/mcp/servers/findsaunaplunge/mcp) 🎖️ 📇 ☁️ - Cold plunge, sauna and contrast-therapy venues across 23 US metros, with published temperatures and prices quoted from each venue's own pages and dated. Hosted at https://findsaunaplunge.com/mcp (Streamable HTTP, no auth); tools: search_venues, get_venue, list_cities, get_city_stats, get_data_freshness.
 - [io.github.PhilipAD/health-export-mcp](https://github.com/PhilipAD/health-export-mcp) [![io.github.PhilipAD/health-export-mcp MCP server](https://glama.ai/mcp/servers/PhilipAD/health-export-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PhilipAD/health-export-mcp) 🍎 🏠 - Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only, local-first.
+- [Thecimal/quantified-self-mcp](https://github.com/Thecimal/quantified-self-mcp) [![Thecimal/quantified-self-mcp MCP server](https://glama.ai/mcp/servers/Thecimal/quantified-self-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Thecimal/quantified-self-mcp) 🐍 🏠 - Query your personal health and finance data from Claude Desktop. Two local SQLite files, read directly off disk by a Python process you control — no cloud database, no dashboard, no third-party service.
 
 ### 🏠 <a name="home-automation"></a>Home Automation
 
@@ -2186,11 +2251,13 @@ Control smart home devices, home network equipment, and automation systems.
 - [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) 🌊 🏠 🐧 - Control a Kodi media player over its JSON-RPC API — 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).
 - [claymore666/debmatic-mcp](https://github.com/claymore666/debmatic-mcp) [![claymore666/debmatic-mcp MCP server](https://glama.ai/mcp/servers/claymore666/debmatic-mcp/badges/score.svg)](https://glama.ai/mcp/servers/claymore666/debmatic-mcp) 📇 🏠 🍎 🪟 🐧 - Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and HM-Script APIs — switch and dim actuators, read sensors, system variables and service messages, run programs, and manage rooms, functions, channel links and device assignments. 25 tools over HTTP or stdio; runs locally against your own CCU.
 - [NickoScope/nickol-knx-mcp](https://github.com/NickoScope/nickol-knx-mcp) [![NickoScope/nickol-knx-mcp MCP server](https://glama.ai/mcp/servers/NickoScope/nickol-knx-mcp/badges/score.svg)](https://glama.ai/mcp/servers/NickoScope/nickol-knx-mcp) 🐍 🏠 - Design-time KNX/ETS6 assistant: parses .knxproj (read-only, no bus access), validates DPT/naming/command-status pairing, and generates Home Assistant YAML + ETS XML/CSV exports.
+- [alexpfau/zigbee2mqtt-mcp](https://github.com/alexpfau/zigbee2mqtt-mcp) [![alexpfau/zigbee2mqtt-mcp MCP server](https://glama.ai/mcp/servers/alexpfau/zigbee2mqtt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alexpfau/zigbee2mqtt-mcp) 📇 🏠 🍎 🪟 🐧 - Administer a Zigbee2MQTT estate over its MQTT bridge API — whole-network health report (offline devices, weak links, low batteries, pending OTA, devices rejoining), mesh topology, pairing, binding, reporting intervals and device options. 23 tools across read/safe/destructive tiers; destructive tools are disabled by default. `npx zigbee2mqtt-mcp`
 
 ### 🏭 <a name="industrial--iot"></a>Industrial & IoT
 
 Connect AI agents to industrial equipment, machinery, and operational technology (OT) — telemetry ingestion, monitoring, and control across manufacturing and factory-floor protocols.
 
+- [Extelligence-ai/bagel](https://github.com/Extelligence-ai/bagel) [![Extelligence-ai/bagel MCP server](https://glama.ai/mcp/servers/Extelligence-ai/bagel/badges/score.svg)](https://glama.ai/mcp/servers/Extelligence-ai/bagel) 🐍 🏠 - Ask questions about robotics, drone, and IoT data (ROS 1/2 bags, MCAP, PX4/ArduPilot/Betaflight logs, CAN/MF4, live MQTT) in plain English; answers are DuckDB SQL over the actual messages, with an intelligent edge data-reduction pipeline and exports to Rerun, PlotJuggler, and LeRobot.
 - [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) 🐍 ☁️ - Industrial AI infrastructure that connects any AI agent to industrial equipment: 14 protocols, 18 manufacturers, 30 tools, cross-OEM telemetry normalization, health index, and failure prediction. The first physical-world MCP server. Free tier available. ([Smithery](https://smithery.ai/server/@foundrynet/forge)) [![FoundryNet/forge-mcp MCP server](https://glama.ai/mcp/servers/FoundryNet/forge-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FoundryNet/forge-mcp)
 
 ### 🧠 <a name="knowledge--memory"></a>Knowledge & Memory
@@ -2204,13 +2271,15 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [jessedu29260-netizen/booboo](https://github.com/jessedu29260-netizen/booboo) [![jessedu29260-netizen/booboo MCP server](https://glama.ai/mcp/servers/jessedu29260-netizen/booboo/badges/score.svg)](https://glama.ai/mcp/servers/jessedu29260-netizen/booboo) 📇 🏠 🍎 🪟 🐧 - See and query your whole AI system as one rooted 3D knowledge graph — agents, memory, knowledge, and automations fused into a privacy-walled snapshot. MCP tools for stats, search, node dossiers, neighbors, and pathfinding; the same snapshot renders up to a million nodes in the browser. `npx create-booboo`
 - [gpitrella/memxus-remote-mcp](https://github.com/gpitrella/memxus-remote-mcp) [![gpitrella/memxus-remote-mcp MCP server](https://glama.ai/mcp/servers/gpitrella/memxus-remote-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gpitrella/memxus-remote-mcp) 📇 ☁️ - Shared context engine for devs and teams. Syncs GitHub, Notion, and saved decisions into reusable project context, so Claude, ChatGPT, Cursor, VS Code and Gemini start each session with the architecture and decisions the team already made. OAuth 2.1 PKCE, AES-256 encrypted, RFC 9728 compliant. `https://mcp.memxus.com/mcp`
 - [basemouse/basemouse-core](https://github.com/basemouse/basemouse-core) [![basemouse/basemouse-core MCP server](https://glama.ai/mcp/servers/basemouse/basemouse-core/badges/score.svg)](https://glama.ai/mcp/servers/basemouse/basemouse-core) 📇 ☁️ 🏠 - Shared, versioned memory for your agents across Claude Code, Cursor, Kiro and Grok. One MCP server, sourced answers, full history. Remote Streamable HTTP; anonymous browses a public demo corpus. Tools: `search`, `get_context_pack`, `upsert_document`. `https://basemouse.com/mcp`
+- [Fisher521/burn-mcp-server](https://github.com/Fisher521/burn-mcp-server) [![burn-mcp-server MCP server](https://glama.ai/mcp/servers/Fisher521/burn-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Fisher521/burn-mcp-server) 📇 ☁️ 🍎 - Turn your read-later queue into an AI-accessible knowledge base. 26 tools to search, triage, and organize bookmarks saved in the Burn 451 app — the agent reads your inbox and decides what is worth keeping. `npx burn-mcp-server`
 - [soolaugust/0CompactMem](https://github.com/soolaugust/0CompactMem) [![soolaugust/0CompactMem MCP server](https://glama.ai/mcp/servers/soolaugust/0CompactMem/badges/score.svg)](https://glama.ai/mcp/servers/soolaugust/0CompactMem) 🐍 🏠 🍎 🪟 🐧 - Persistent memory MCP server with OS-style demand paging, kswapd-style eviction, and mlock pinning. Multi-agent shared SQLite store with BM25 + FTS5 retrieval, importance scoring, and capacity-aware reclaim. 5 tools: `memory_lookup`, `pin_memory`, `unpin_memory`, `memory_stats`, `list_pinned`. `uvx --from git+https://github.com/soolaugust/0CompactMem memory-os`
 - [adelinamart/robrain](https://github.com/adelinamart/robrain) [![adelinamart/robrain MCP server](https://glama.ai/mcp/servers/adelinamart/robrain/badges/score.svg)](https://glama.ai/mcp/servers/adelinamart/robrain) 📇 🏠 🍎 🪟 🐧 - Self-hosted decision memory for AI coding agents. Passively captures architectural decisions with the alternatives you rejected (structured `rejected[]`), then warns the agent before it re-proposes a rejected approach. Postgres + pgvector; cross-tool across Claude Code, Cursor, Copilot, and Codex. Install: `npx robrain up && npx robrain install`.
 - [a2cr/a2cr](https://github.com/a2cr/a2cr) [![a2cr/a2cr MCP server](https://glama.ai/mcp/servers/a2cr/a2cr/badges/score.svg)](https://glama.ai/mcp/servers/a2cr/a2cr) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI-agent handoffs. Saves client-encrypted WorkBaton checkpoints and WorkStash notes so Codex, Claude Code, Roo Code, and other MCP clients can resume work without passing full chat history.
 - [ahmetakyurt/zipmem-mcp](https://github.com/ahmetakyurt/zipmem-mcp) [![ahmetakyurt/zipmem-mcp MCP server](https://glama.ai/mcp/servers/ahmetakyurt/zipmem-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ahmetakyurt/zipmem-mcp) 📇 🏠 - Local-first long-term memory for terminal AI agents (Claude Code et al.) via Anchored Compacting. Stores blueprints, code anchors (file→line→concept), and distilled lessons in a single JSON under `.zipmem/`, restoring full cross-session project context at near-zero token cost. No DB, no API keys, no embeddings. `npx zipmem-mcp`
 - [ihorponom/agentpack](https://github.com/ihorponom/agentpack) [![ihorponom/agentpack MCP server](https://glama.ai/mcp/servers/ihorponom/agentpack/badges/score.svg)](https://glama.ai/mcp/servers/ihorponom/agentpack) 📇 🏠 🍎 🪟 🐧 - Repo-native task continuity for AI coding agents: a reviewed task-state ledger (decisions, dead ends, evidence, checkpoints) in `.agentpack/` that any next session or client resumes from.
+- [Vasilispapg/claude-handoff](https://github.com/Vasilispapg/claude-handoff) [![Vasilispapg/claude-handoff MCP server](https://glama.ai/mcp/servers/Vasilispapg/claude-handoff/badges/score.svg)](https://glama.ai/mcp/servers/Vasilispapg/claude-handoff) 🐍 🏠 🍎 🪟 🐧 - Post-hoc session handoff and project memory for Claude Code: turns any session transcript — including crashed or usage-limit-hit ones — into one clean handoff.md another model continues from (ChatGPT, Gemini, or the next Claude), and distills a project's ENTIRE session history into one cited memory brief injected at every session start. MCP tools `list_sessions` and `handoff` (LLM summaries only behind an explicit `--allow-llm`); zero dependencies, pure stdlib, secrets redacted from every output. `pipx install claude-handoff`, then `claude-handoff --mcp`.
 - [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) 🐍 ☁️ - Read-only doctrine access for the Agentic AI Blueprint — 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) 📇 🏠 ☁️ - MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, link graph, OAuth-protected.
+- [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) 📇 🏠 ☁️ - Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1. Run locally, self-host, or one-click deploy for remote access.
 - [andreas-roennestad/openhive-mcp](https://github.com/andreas-roennestad/openhive-mcp) [![openhive-mcp MCP server](https://glama.ai/mcp/servers/andreas-roennestad/openhive-mcp/badges/score.svg)](https://glama.ai/mcp/servers/andreas-roennestad/openhive-mcp) 📇 ☁️ - Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after resolving. Semantic search via pgvector, duplicate detection, auto-scoring. `npx openhive-mcp`, Free to use
 - [AndreLYL/memkin](https://github.com/AndreLYL/memkin) [![MCP Score](https://glama.ai/mcp/servers/AndreLYL/memkin/badges/score.svg)](https://glama.ai/mcp/servers/AndreLYL/memkin) 📇 🏠 🍎 🪟 🐧 - Local-first personal memory for AI agents. Ingests Feishu/Lark chats and Claude Code / Codex sessions, distills them into a private entity knowledge graph (people, projects, decisions, tasks), and serves it to any agent over MCP — read and write. `npx memkin`
 - [Shweta-Mishra-ai/tokenmizer](https://github.com/Shweta-Mishra-ai/tokenmizer) [![Shweta-Mishra-ai/tokenmizer MCP server](https://glama.ai/mcp/servers/Shweta-Mishra-ai/tokenmizer/badges/score.svg)](https://glama.ai/mcp/servers/Shweta-Mishra-ai/tokenmizer) 🐍 🏠 🍎 🪟 🐧 - Graph-structured session memory for LLMs. Local OpenAI-compatible proxy that extracts tasks, decisions, and files into a typed knowledge graph, auto-checkpoints before context overflow, and resumes any session in ~250 tokens. 6 MCP tools including `why_decision` (traces why a decision changed, with reasons and evidence). `pip install tokenmizer`
@@ -2223,6 +2292,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [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) 🐍 🏠 - 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.
 - [timmx7/acheron-mcp-server](https://github.com/timmx7/acheron-mcp-server) [![acheron-mcp-server MCP server](https://glama.ai/mcp/servers/timmx7/acheron-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/timmx7/acheron-mcp-server) 📇 🏠 - Cross-surface persistent memory for Claude. Bridges context between Claude Chat, Code, and Cowork via local SQLite with full-text search. Save decisions, preferences, and insights in one surface, retrieve them in any other.
 - [turbyho/mem-context](https://github.com/turbyho/mem-context) [![turbyho/mem-context MCP server](https://glama.ai/mcp/servers/turbyho/mem-context/badges/score.svg)](https://glama.ai/mcp/servers/turbyho/mem-context) 🐍 🏠 🍎 🐧 - Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation. Automatic session capture, deduplication, 6-factor relevance scoring. `pip install mem-context`
+- [TeleAI-UAGI/telemem](https://github.com/TeleAI-UAGI/telemem) [![TeleAI-UAGI/telemem MCP server](https://glama.ai/mcp/servers/TeleAI-UAGI/telemem/badges/score.svg)](https://glama.ai/mcp/servers/TeleAI-UAGI/telemem) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Long-term and multimodal memory for AI agents, usable as a drop-in replacement for Mem0. Character-isolated memory profiles, LLM-based semantic deduplication, FAISS + JSON dual storage, optional fully-local stack (Ollama/Qwen, no cloud), and video memory with ReAct-style QA. 8 tools. `pip install "telemem[mcp]"` then `telemem-mcp`
 - [agentic-mcp-tools/memora](https://github.com/agentic-mcp-tools/memora) 🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
 - [Thezenmonster/agentmem](https://github.com/Thezenmonster/agentmem) [![Thezenmonster/agentmem MCP server](https://glama.ai/mcp/servers/Thezenmonster/agentmem/badges/score.svg)](https://glama.ai/mcp/servers/Thezenmonster/agentmem) 🐍 🏠 🍎 🪟 🐧 - Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. `pip install quilmem[mcp]`
 - [aitytech/agentkits-memory](https://github.com/aitytech/agentkits-memory) [![agentkits-memory MCP server](https://glama.ai/mcp/servers/@aitytech/agentkits-memory/badges/score.svg)](https://glama.ai/mcp/servers/@aitytech/agentkits-memory) 📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.
@@ -2323,12 +2393,14 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [HatmanStack/ragstack-mcp](https://github.com/HatmanStack/RAGStack-Lambda/tree/main/src/ragstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).
 - [hifriendbot/cogmemai-mcp](https://github.com/hifriendbot/cogmemai-mcp) 📇 ☁️ 🍎 🪟 🐧 - Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project scoping. Zero local databases.
 - [hjqcan/GoodMemory](https://github.com/hjqcan/GoodMemory) [![GoodMemory MCP server](https://glama.ai/mcp/servers/hjqcan/GoodMemory/badges/score.svg)](https://glama.ai/mcp/servers/hjqcan/GoodMemory) 📇 🏠 - Local-first, auditable memory layer for Codex, Claude Code, and MCP clients. Stores scoped user/project memory in SQLite or Postgres, exposes read-only recall, trace, stats, and artifact tools by default, and supports opt-in governed writeback with review, forget, and audit controls. Published as `io.github.hjqcan/goodmemory` in the official MCP Registry.
+- [hoornet/agentdocs-mcp](https://github.com/hoornet/agentdocs-mcp) [![hoornet/agentdocs-mcp MCP server](https://glama.ai/mcp/servers/hoornet/agentdocs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hoornet/agentdocs-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Read, search (full-text + pgvector semantic), create, update, comment on, and share AgentDocs (agentdocs.eu) Markdown docs — a collaborative docs platform with AI agents as first-class citizens. Local stdio (`npx -y agentdocs-mcp`) or hosted remote with OAuth 2.1 (`https://agentdocs.eu/mcp`), incl. slug-or-UUID addressing and space-scoped sandbox tokens.
 - [hubinoretros/deep-thinker](https://github.com/hubinoretros/deep-thinker) [![deep-thinker MCP server](https://glama.ai/mcp/servers/hubinoretros/deep-thinker/badges/score.svg)](https://glama.ai/mcp/servers/hubinoretros/deep-thinker) 📇 🏠 🍎 🪟 🐧 - Advanced cognitive reasoning MCP server with DAG-based thought graph, 5 reasoning strategies (sequential, dialectic, parallel, analogical, abductive), metacognitive engine with stuck detection, multi-factor confidence scoring, self-critique, knowledge integration, and thought pruning. `npx deep-thinker`
 - [hyunjae-labs/lore](https://github.com/hyunjae-labs/lore) [![hyunjae-labs/lore MCP server](https://glama.ai/mcp/servers/hyunjae-labs/lore/badges/score.svg)](https://glama.ai/mcp/servers/hyunjae-labs/lore) 📇 🏠 🍎 🪟 🐧 - Semantic search across Claude Code conversations. Hybrid vector + keyword search with Reciprocal Rank Fusion, fully local, background indexing, project-selective.
 - [idapixl/algora-mcp-server](https://github.com/idapixl/algora-mcp-server) [![idapixl-algora-mcp-server MCP server](https://glama.ai/mcp/servers/idapixl-algora-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/idapixl-algora-mcp-server) 📇 ☁️ - Browse and search open-source bounties on Algora. 5 tools: list, search, filter by org/tech/amount, get top bounties, aggregate stats. No API key required.
 - [IgorGanapolsky/mcp-memory-gateway](https://github.com/IgorGanapolsky/mcp-memory-gateway) [![IgorGanapolsky/mcp-memory-gateway MCP server](https://glama.ai/mcp/servers/IgorGanapolsky/mcp-memory-gateway/badges/score.svg)](https://glama.ai/mcp/servers/IgorGanapolsky/mcp-memory-gateway) 📇 🏠 - Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.
 - [Ikalus1988/MisakaNet](https://github.com/Ikalus1988/MisakaNet) [![Ikalus1988/MisakaNet MCP server](https://glama.ai/mcp/servers/Ikalus1988/MisakaNet/badges/score.svg)](https://glama.ai/mcp/servers/Ikalus1988/MisakaNet) 🐍 🏠 🍎 🪟 🐧 - Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. BM25 + SAG-Lite search, 3 tools (search, get_lesson, submit_usage), 5 resources, 3 guided prompts. Works with Claude Code, Cursor, and any MCP client. `python3 scripts/mcp_server.py`
 - [zsxh1990/pr-genius](https://github.com/zsxh1990/pr-genius) [![zsxh1990/pr-genius MCP server](https://glama.ai/mcp/servers/zsxh1990/pr-genius/badges/score.svg)](https://glama.ai/mcp/servers/zsxh1990/pr-genius) 🐍 🏠 - Evidence-backed PR contribution advisor. 550+ case studies from 33 repos, 8 tools for merge probability analysis, pattern matching, and contribution strategy. `pip install prgenius-core`
+- [jaimenbell/rag-mcp](https://github.com/jaimenbell/rag-mcp) [![jaimenbell/rag-mcp MCP server](https://glama.ai/mcp/servers/jaimenbell/rag-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jaimenbell/rag-mcp) 🐍 🏠 - Minimal RAG-over-a-corpus retrieval tool: `search_knowledge(query, k)` embeds the query, vector-searches a local corpus and returns cited passages. Runs fully locally with no paid embedding API. `pip install jaimenbell-rag-mcp`
 - [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
 - [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.
 - [japlete/md-vision-mcp](https://github.com/japlete/md-vision-mcp) [![md-vision-mcp MCP server](https://glama.ai/mcp/servers/japlete/md-vision-mcp/badges/score.svg)](https://glama.ai/mcp/servers/japlete/md-vision-mcp) 📇 🏠 🍎 🪟 🐧 - Read Markdown with inlined images and heading indexes for agentic RAG over local docs or allowed URLs.
@@ -2401,6 +2473,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [Piccolo123/url-manager-mcp](https://github.com/Piccolo123/url-manager-mcp) [![url-manager-mcp MCP server](https://glama.ai/mcp/servers/Piccolo123/url-manager-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Piccolo123/url-manager-mcp) 📇 🐍 🏠 🍎 🪟 🐧 - Agent-first cross-platform bookmark & knowledge manager. AI agents collect web pages from any source (pairs naturally with Fetch, Firecrawl, Brave Search) and auto-categorize into organized collections with search, tags, and shared folders. 16 tools including `agent_register` (zero-config onboarding), `add_footprint`, `search_footprints`, `create_shared_category`. `pip install -r requirements.txt && python server.py`
 - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
 - [pomazanbohdan/memory-mcp-1file](https://github.com/pomazanbohdan/memory-mcp-1file) 🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.
+- [ProfessionalWiki/MediaWiki-MCP-Server](https://github.com/ProfessionalWiki/MediaWiki-MCP-Server) [![ProfessionalWiki/MediaWiki-MCP-Server MCP server](https://glama.ai/mcp/servers/ProfessionalWiki/MediaWiki-MCP-Server/badges/score.svg)](https://glama.ai/mcp/servers/ProfessionalWiki/MediaWiki-MCP-Server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Read, search, and edit any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) with OAuth and multi-wiki support. 50+ tools, including Semantic MediaWiki, Cargo, Wikibase, NeoWiki, and Bucket queries. Listed in the official MCP registry. `npx @professional-wiki/mediawiki-mcp-server`
 - [Rarefied-Earth/groundwork](https://github.com/Rarefied-Earth/groundwork) [![Rarefied-Earth/groundwork MCP server](https://glama.ai/mcp/servers/Rarefied-Earth/groundwork/badges/score.svg)](https://glama.ai/mcp/servers/Rarefied-Earth/groundwork) 📇 ☁️ - Hosted company-state MCP for operating SMBs (brand, voice, charter, priorities, entitled modules/skills). Anonymous public discovery at `https://connector.rarefied.earth/public/mcp` proves live value in under 10 seconds; tenant feed after trial. Official registry: `io.github.Rarefied-Earth/groundwork`. [Product](https://rarefied.earth/groundwork/)
 - [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
 - [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) 📇 🏠 - Local-first memory & context-handoff across AI tools — capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport.
@@ -2416,6 +2489,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [seanmarkwei/agentram-mcp](https://github.com/seanmarkwei/agentram-mcp) [![agentram-mcp MCP server](https://glama.ai/mcp/servers/seanmarkwei/agentram-mcp/badges/score.svg)](https://glama.ai/mcp/servers/seanmarkwei/agentram-mcp) 📇 ☁️ - Persistent memory for AI agents through a simple key-value HTTP API. No vector database or embeddings required. Store, retrieve, search, and share memory across agents with shared namespaces and TTL support. `npx -y agentram-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) 🎖️ 📇 🐍 ☁️ 🍎 🪟 🐧 - The artifact store for AI agents. Every output your agents produce — 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`).
 - [SAIHM-Admin/saihm-mcp](https://github.com/SAIHM-Admin/saihm-mcp) [![SAIHM-Admin/saihm-mcp MCP server](https://glama.ai/mcp/servers/SAIHM-Admin/saihm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SAIHM-Admin/saihm-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Sovereign, encrypted, persistent memory for AI agents. Eight MCP tools — remember, recall, forget (GDPR Art. 17 erasure), share. Anchored on COTI V2 mainnet. Apache-2.0. Install: `npx -y @saihm/mcp-server`.
+- [SAIHM-Admin/saihm-mcp-server-pro](https://github.com/SAIHM-Admin/saihm-mcp-server-pro) [![SAIHM-Admin/saihm-mcp-server-pro MCP server](https://glama.ai/mcp/servers/SAIHM-Admin/saihm-mcp-server-pro/badges/score.svg)](https://glama.ai/mcp/servers/SAIHM-Admin/saihm-mcp-server-pro) 📇 ☁️ 🏠 🍎 🪟 🐧 - Client-side-sealed persistent memory for AI agents. Cells are encrypted in-process before they leave, so the endpoint stores, anchors, and shares over ciphertext and never holds your keys. Post-quantum ML-DSA-65 identity and ML-KEM-768 authenticated sharing; `forget` crypto-shreds the wrapped key for GDPR Art. 17 erasure. Eight MCP tools. Apache-2.0. Install: `npx -y @saihm/mcp-server-pro`.
 - [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) 🐍 🏠 🍎 🪟 🐧 - 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) 🐍 🏠 🍎 🪟 🐧 - 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`
 - [Schubeler-Consulting/knowmind](https://github.com/Schubeler-Consulting/knowmind) [![Schubeler-Consulting/knowmind MCP server](https://glama.ai/mcp/servers/Schubeler-Consulting/knowmind/badges/score.svg)](https://glama.ai/mcp/servers/Schubeler-Consulting/knowmind) 📇 ☁️ - AI agent memory and knowledge graph, hosted in Germany (GDPR-compliant). Hybrid recall (BM25 + vector + Neo4j graph hops with cross-encoder rerank), typed relations, and bi-temporal store across sessions via MCP. Works with Claude, ChatGPT, and Cursor. `npx -y knowmind mcp`
@@ -2482,10 +2556,12 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [ohad6k/emulo](https://github.com/ohad6k/emulo) [![ohad6k/emulo MCP server](https://glama.ai/mcp/servers/ohad6k/emulo/badges/score.svg)](https://glama.ai/mcp/servers/ohad6k/emulo) 🐍 🏠 - Loads your personal profile, mined from your local Claude Code/Codex/OpenCode logs, so your agent works like you instead of a cold start. One tool, `load_emulo_profile`. Run with `uvx emulo mcp`.
 - [ctxfile/ctxfile](https://github.com/ctxfile/ctxfile) [![ctxfile/ctxfile MCP server](https://glama.ai/mcp/servers/ctxfile/ctxfile/badges/score.svg)](https://glama.ai/mcp/servers/ctxfile/ctxfile) 📇 🏠 🍎 🪟 🐧 - Local-first MCP server that snapshots your project's working state — files, git, plan, and decisions — into one structured context object and hands it to any MCP client in a single call. Save a session in one agent, continue it in another. Zero network calls by default; read-only over your project. Works with Claude Code, Cursor, and any MCP client. `npx -y ctxfile`
 - [atakanelik34/Bilinc](https://github.com/atakanelik34/Bilinc) [![atakanelik34/Bilinc MCP server](https://glama.ai/mcp/servers/atakanelik34/Bilinc/badges/score.svg)](https://glama.ai/mcp/servers/atakanelik34/Bilinc) 🐍 ☁️ 🍎 🪟 🐧 - Hosted agent memory that keeps an audit trail. Three tools — `commit_mem`, `recall`, `status` — where each write carries provenance (which run, tool, or operator produced it), contradictions with prior state surface as inspectable changes rather than silent overwrites, and a bad run is recovered from a snapshot instead of repaired by hand. `pip install -U bilinc`
+- [kaaustubh/project-memory-mcp](https://github.com/kaaustubh/project-memory-mcp) [![kaaustubh/project-memory-mcp MCP server](https://glama.ai/mcp/servers/kaaustubh/project-memory-mcp/badges/score.svg)](https://glama.ai/mcp/servers/kaaustubh/project-memory-mcp) 📇 🏠 - Persistent memory for AI coding agents over plain files in your repo (AGENTS.md + issues.jsonl) — no DB, no vectors. Captures past bugs & fixes, decisions, and your corrections (proactively, plus an optional Stop hook), and auto-recalls them next session. Works with Claude Code & Cursor. `npx -y @kaaustubh/project-memory-mcp install`
 
 ### ⚖️ <a name="legal"></a>Legal
 Access to legal information, legislation, and legal databases. Enables AI models to search and analyze legal documents and regulatory information.
 - [ad0750/regintel-mcp](https://github.com/ad0750/regintel-mcp) [![regintel-mcp MCP server](https://glama.ai/mcp/servers/ad0750/regintel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ad0750/regintel-mcp)🐍 ☁️ - MCP server for the RegIntel API: structured regulatory data across 41 jurisdictions and 212 regulations (GDPR, MiCA, DORA, SEC, FINRA, FCA, APRA, ASIC, MAS). Tools for search, lookup, recent updates, and compliance checks.
+- [Angelthebestone/Normativa-colombiana-MCP](https://github.com/Angelthebestone/Normativa-colombiana-MCP) [![Angelthebestone/Normativa-colombiana-MCP MCP server](https://glama.ai/mcp/servers/Angelthebestone/Normativa-colombiana-MCP/badges/score.svg)](https://glama.ai/mcp/servers/Angelthebestone/Normativa-colombiana-MCP)📇 🏠 - Colombian law and jurisprudence: Gestor Normativo (laws, decrees, resolutions), Corte Constitucional (49,000+ rulings), SUIN-Juriscol with validity status, Corte Suprema de Justicia, Consejo de Estado, and DIAN Normograma (tax, customs, forex). Install: `npx -y normativa-colombia-mcp`.
 - [ark-forge/mcp-eu-ai-act](https://github.com/ark-forge/mcp-eu-ai-act) [![mcp-eu-ai-act MCP server](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act/badges/score.svg)](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act) 📇 ☁️ - EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance.
 - [atomno-labs/mcp-sudact](https://github.com/atomno-labs/mcp-sudact) [![atomno-labs/mcp-sudact MCP server](https://glama.ai/mcp/servers/atomno-labs/mcp-sudact/badges/score.svg)](https://glama.ai/mcp/servers/atomno-labs/mcp-sudact) 🐍☁️ - Russian court practice (Sudact): case search by article, court, instance and dates; full decision text.
 - [atomno-mcp/mcp-fssp](https://github.com/atomno-mcp/mcp-fssp) [![atomno-mcp/mcp-fssp MCP server](https://glama.ai/mcp/servers/atomno-mcp/mcp-fssp/badges/score.svg)](https://glama.ai/mcp/servers/atomno-mcp/mcp-fssp) 🐍☁️ - FSSP enforcement proceedings lookup for Russian debtors and compliance checks.
@@ -2504,7 +2580,9 @@ Access to legal information, legislation, and legal databases. Enables AI models
 - [Pactlio-ai/pactlio-mcp](https://github.com/Pactlio-ai/pactlio-mcp) [![Pactlio-ai/pactlio-mcp MCP server](https://glama.ai/mcp/servers/Pactlio-ai/pactlio-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Pactlio-ai/pactlio-mcp) 📇 ☁️ - Contract tools for AI agents: statute-cited requirements per contract type × US state/country, non-compete enforceability for all 50 states + DC, intake schemas, async multi-agent contract drafting with free previews, and contract risk analysis. Anonymous remote server at www.pactlio.com/api/mcp, listed as a [hosted connector on Glama](https://glama.ai/mcp/connectors/com.pactlio/contracts).
 - [Patent-PreCheck/patent-precheck-mcp](https://github.com/Patent-PreCheck/patent-precheck-mcp) [![Patent-PreCheck/patent-precheck-mcp MCP server](https://glama.ai/mcp/servers/Patent-PreCheck/patent-precheck-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Patent-PreCheck/patent-precheck-mcp) 📇 ☁️ - Patentability pre-check for code — USPTO statutory pillar scores (§101 eligibility, §102 novelty, §103 non-obviousness, §112 documentation), filing-readiness, and prior-art signals. No API keys; runs as a CLI or MCP server. Tools: `precheck_score`, `precheck_pillars`, `precheck_start_review`. Install: `npx -y @patentprecheck/mcp`.
 - [philrox/ris-mcp-ts](https://github.com/philrox/ris-mcp-ts) [![philrox/ris-mcp-ts MCP server](https://glama.ai/mcp/servers/philrox/ris-mcp-ts/badges/score.svg)](https://glama.ai/mcp/servers/philrox/ris-mcp-ts) 📇 ☁️ - Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools.
+- [PolicyForge/mcp](https://github.com/PolicyForge/mcp) [![PolicyForge/mcp MCP server](https://glama.ai/mcp/servers/PolicyForge/mcp/badges/score.svg)](https://glama.ai/mcp/servers/PolicyForge/mcp) 📇 ☁️ - Generate, audit and maintain legal policies from your codebase — privacy policies, terms of service, cookie policies, EULAs, refund policies and disclaimers, each hosted at a permanent URL. Audits the gap between what the code actually does and what the policy claims, and detects drift when the stack changes. 15 tools. Remote Streamable HTTP at policyforge.co/api/mcp with OAuth, or `npx -y @policyforge/mcp`. Listed in the MCP registry as co.policyforge/mcp.
 - [ptrinh/finalnotice-mcp](https://github.com/ptrinh/finalnotice-mcp) [![ptrinh/finalnotice-mcp MCP server](https://glama.ai/mcp/servers/ptrinh/finalnotice-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ptrinh/finalnotice-mcp) 📇 ☁️ - Generate localized debt-collection demand-letter PDFs (formal letter + matching envelope) across 100+ jurisdictions and 33 languages. No auth, no key — tools: `list_jurisdictions`, `preview_demand_letter`, `generate_demand_letter`. Hosted Streamable HTTP at finalnotice.io/mcp.
+- [SFHAJJI/lex](https://github.com/SFHAJJI/lex) [![SFHAJJI/lex MCP server](https://glama.ai/mcp/servers/SFHAJJI/lex/badges/score.svg)](https://glama.ai/mcp/servers/SFHAJJI/lex) ☁️ - Point-in-time Luxembourg and EU law: what did this article say on this date. Ten read-only tools for search, as-of retrieval, article history, diff, timeline, citations, provenance and coverage over the official Legilux and EUR-Lex texts, with publisher permalinks and content hashes on every answer. Remote server at law.soufien.lu/mcp.
 - [smilemin07/korean-rnd-regs-mcp](https://github.com/smilemin07/korean-rnd-regs-mcp) [![korean-rnd-regs-mcp MCP server](https://glama.ai/mcp/servers/smilemin07/korean-rnd-regs-mcp/badges/score.svg)](https://glama.ai/mcp/servers/smilemin07/korean-rnd-regs-mcp) 🐍 🏠 - Natural-language search and review of South Korea's national R&D (research & development) regulations (acts, decrees, and administrative rules), returning the current in-force provisions with citations, fetched live from the official national law database.
 - [smythmyke/patent-search-mcp-server](https://github.com/smythmyke/patent-search-mcp-server) [![smythmyke/patent-search-mcp-server MCP server](https://glama.ai/mcp/servers/smythmyke/patent-search-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/smythmyke/patent-search-mcp-server) 📇 ☁️ - Patent intelligence and prior-art research for the AI Patent Search Generator. Eleven tools: full patent dossier (bibliography, claims, citations, family, classifications, examiner stats); USPTO prosecution-history file wrappers; AI Office Action analysis (rejection grounds, cited prior art, suggested response arguments); Boolean query generator; multi-strategy patent search (telescoping / onion-ring / faceted); similar-document ranking; citation graph (backward + forward, examiner-cited flagged); family lookup; and CPC classification lookup. Install: `npx -y patent-search-mcp-server`.
 - [Vaquill-AI/canlii-mcp](https://github.com/Vaquill-AI/canlii-mcp) [![Vaquill-AI/canlii-mcp MCP server](https://glama.ai/mcp/servers/Vaquill-AI/canlii-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Vaquill-AI/canlii-mcp) 📇 ☁️ - Canadian case law and legislation metadata via CanLII. Bring-your-own free CanLII API key. Hosted endpoint at canlii-mcp.vaquill.ai. MIT.
@@ -2526,6 +2604,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
 - [markpdxt/dronelytics-mcp](https://github.com/markpdxt/dronelytics-mcp) [![markpdxt/dronelytics-mcp MCP server](https://glama.ai/mcp/servers/markpdxt/dronelytics-mcp/badges/score.svg)](https://glama.ai/mcp/servers/markpdxt/dronelytics-mcp) 📇 ☁️ - US drone airspace intelligence and mission planning. 24 tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML. Available via `npx @dronelytics/mcp`.
 - [gaopengbin/cesium-mcp](https://github.com/gaopengbin/cesium-mcp) [![gaopengbin/cesium-mcp MCP server](https://glama.ai/mcp/servers/gaopengbin/cesium-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gaopengbin/cesium-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to CesiumJS — camera flight, GeoJSON/3D Tiles layers, markers, spatial analysis, heatmaps, and more through 19 natural language tools.
 - [GeiserX/pumperly-mcp](https://github.com/GeiserX/pumperly-mcp) [![GeiserX/pumperly-mcp MCP server](https://glama.ai/mcp/servers/GeiserX/pumperly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/GeiserX/pumperly-mcp) 🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for Pumperly fuel price comparison. Query gas station prices, plan fuel-efficient routes, and find nearby EV charging stations. Docker image available.
+- [geolens-io/geolens](https://github.com/geolens-io/geolens/tree/main/mcp) [![geolens-io/geolens MCP server](https://glama.ai/mcp/servers/geolens-io/geolens/badges/score.svg)](https://glama.ai/mcp/servers/geolens-io/geolens) 🎖️ 🐍 🏠 - Read-only access to a self-hosted GeoLens geospatial catalog: dataset search, schemas, GeoJSON features, saved maps, and sandboxed read-only SQL over PostGIS.
 - [geowire/geowire](https://github.com/geowire/geowire) [![geowire/geowire MCP server](https://glama.ai/mcp/servers/geowire/geowire/badges/score.svg)](https://glama.ai/mcp/servers/geowire/geowire) 📇 🏠 🍎 🪟 🐧 - Location intelligence gateway across 10 providers (OpenStreetMap, OSRM, Google, Yelp, Foursquare, US Census, Kakao, Naver, Baidu, your own CSV): place search, geocoding, directions + distance matrices, travel-time isochrones, and commercial-area analysis (category density, ratings, demographics). Multi-provider merge + dedup with per-field provenance, cost budgets, and a policy engine that enforces each provider’s caching/attribution terms. Works with zero API keys. `npx -y @geowirehq/mcp`
 - [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️  - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
 - [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
@@ -2569,7 +2648,9 @@ Tools for creating and editing marketing content, working with web meta data, pr
 - [atomno-mcp/mcp-erid](https://github.com/atomno-mcp/mcp-erid) [![atomno-mcp/mcp-erid MCP server](https://glama.ai/mcp/servers/atomno-mcp/mcp-erid/badges/score.svg)](https://glama.ai/mcp/servers/atomno-mcp/mcp-erid) 🐍 ☁️ - MCP-проверка маркировки интернет-рекламы (erid/ЕРИР): валидация токена, аудит страницы на соответствие 38-ФЗ. Волна 1, роль «читалки», ответственность не на нас
 - [AutomateLab-tech/seo-performance-mcp](https://github.com/AutomateLab-tech/seo-performance-mcp) [![AutomateLab-tech/seo-performance-mcp MCP server](https://glama.ai/mcp/servers/AutomateLab-tech/seo-performance-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AutomateLab-tech/seo-performance-mcp) 📇 ☁️ - Post-publish SEO performance MCP that unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a verdict (refresh / expand / merge / kill / double_down / hold) per post with reason codes.
 - [alexey-pelykh/lhremote](https://github.com/alexey-pelykh/lhremote) 📇 🏠 - Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol.
+- [alexcloudstar/makers.page-mcp](https://github.com/alexcloudstar/makers.page-mcp) [![alexcloudstar/makers.page-mcp MCP server](https://glama.ai/mcp/servers/alexcloudstar/makers.page-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alexcloudstar/makers.page-mcp) 📇 🏠 🍎 🪟 🐧 - Local MCP server that drafts channel-native X posts from your coding agent with human approval. Draft → approve → publish via X API v2; drafts and credentials stay on your machine. Part of [makers.page](https://makers.page). `npx -y makers-page-mcp`
 - [askads/mcp-vk-ads](https://github.com/askads/mcp-vk-ads) [![askads/mcp-vk-ads MCP server](https://glama.ai/mcp/servers/askads/mcp-vk-ads/badges/score.svg)](https://glama.ai/mcp/servers/askads/mcp-vk-ads) 📇 ☁️ - VK Ads (VK Реклама) API — manage ad plans, ad groups, banners, and pull statistics. Read + write.
+- [askads/mcp-yandex-metrica](https://github.com/askads/mcp-yandex-metrica) [![askads/mcp-yandex-metrica MCP server](https://glama.ai/mcp/servers/askads/mcp-yandex-metrica/badges/score.svg)](https://glama.ai/mcp/servers/askads/mcp-yandex-metrica) 📇 ☁️ - Yandex Metrica (Яндекс Метрика) web analytics — list counters and goals, and pull traffic/conversion statistics. Read-only.
 - [Bishop81/wpgoldmine-mcp](https://github.com/Bishop81/wpgoldmine-mcp) [![wpgoldmine-mcp MCP server](https://glama.ai/mcp/servers/Bishop81/wpgoldmine-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Bishop81/wpgoldmine-mcp) 📇 ☁️ - MCP server to find WordPress and WooCommerce plugin opportunities: large, established plugins weakened by abandonment, low ratings, or poor support that you could realistically replace. Powered by wpgoldmine.io.
 - [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
 - [Brand-System/brandsystem-mcp](https://github.com/Brand-System/brandsystem-mcp) [![Brand-System/brandsystem-mcp MCP server](https://glama.ai/mcp/servers/Brand-System/brandsystem-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Brand-System/brandsystem-mcp) 📇 🏠 🍎 🪟 🐧 - Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync.
@@ -2580,6 +2661,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
 - [competlab/competlab-mcp-server](https://github.com/competlab/competlab-mcp-server) [![competlab-mcp-server MCP server](https://glama.ai/mcp/servers/competlab/competlab-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/competlab/competlab-mcp-server) 📇 ☁️ - Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.
 - [davidmosiah/agent-seo-engine](https://github.com/davidmosiah/agent-seo-engine) [![Agent SEO Engine MCP server](https://glama.ai/mcp/servers/davidmosiah/agent-seo-engine/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/agent-seo-engine) 🐍 🏠 - Local-first SEO quality, search-intent, and opportunity engine for agents. Scores Markdown content and GSC-style opportunities before rewrites or publishing.
 - [epistemedeus/ai-readiness](https://github.com/epistemedeus/ai-readiness) [![epistemedeus/ai-readiness MCP server](https://glama.ai/mcp/servers/epistemedeus/ai-readiness/badges/score.svg)](https://glama.ai/mcp/servers/epistemedeus/ai-readiness) 📇 🏠 🍎 🪟 🐧 - Check whether a website is visible to AI search (ChatGPT, Perplexity, Claude, Google AI Overviews). Scores AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, and llms.txt, with a specific fix for each gap. Dependency-free, no API keys. Install: `npx -y github:epistemedeus/ai-readiness mcp`.
+- [forgemeshlabs/x402-ads-mcp](https://github.com/forgemeshlabs/x402-ads-mcp) [![forgemeshlabs/x402-ads-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/x402-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/x402-ads-mcp) 📇 ☁️ - Install one middleware to monetize unused 402 responses. 7 tools for agent demand analytics, recommendations, and discovery over the ForgeMesh x402 Ads network — paid per call in USDC on Base, free for publishers on their own traffic. `npx -y @forgemeshlabs/x402-ads-mcp`
 - [mikusnuz/meta-ads-mcp](https://github.com/mikusnuz/meta-ads-mcp) [![mikusnuz/meta-ads-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/meta-ads-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mikusnuz/meta-ads-mcp) 📇 ☁️ - MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad campaigns, audiences, creatives, insights, catalogs, and automated rules.
 - [mukul-dutt/mentionsapi-mcp](https://github.com/mukul-dutt/mentionsapi-mcp) [![mukul-dutt/mentionsapi-mcp MCP server](https://glama.ai/mcp/servers/mukul-dutt/mentionsapi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mukul-dutt/mentionsapi-mcp) 📇 ☁️ - Check whether AI recommends your brand — mentions, ranks, and citations across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, AI Mode, and Bing Copilot.
 - [shensi8312/blogburst-mcp-server](https://github.com/shensi8312/blogburst-mcp-server) 📇 ☁️ - AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly.
@@ -2635,6 +2717,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
 - [atomno-mcp/mcp-seo-audit](https://github.com/atomno-mcp/mcp-seo-audit) [![atomno-mcp/mcp-seo-audit MCP server](https://glama.ai/mcp/servers/atomno-mcp/mcp-seo-audit/badges/score.svg)](https://glama.ai/mcp/servers/atomno-mcp/mcp-seo-audit) 🐍 ☁️ - Technical SEO audit powered by the detail.web engine. `audit_site(url)` returns a 0-100 health score, issues across 8 categories, and a GEO (Generative Engine Optimization) sub-score for visibility in AI search (ChatGPT, Perplexity, Google AI Overviews). Plus validators for robots.txt, sitemap.xml, JSON-LD, and meta tags. Install: `pipx install atomno-mcp-seo-audit`.
 - [antohins/seo-tools-mcp](https://github.com/antohins/seo-tools-mcp) [![antohins/seo-tools-mcp MCP server](https://glama.ai/mcp/servers/antohins/seo-tools-mcp/badges/score.svg)](https://glama.ai/mcp/servers/antohins/seo-tools-mcp) 📇 🏠 - Five read-only SEO servers for the Google/Yandex (RU/CIS) market: SERP (XMLStock), Yandex Wordstat, Google Search Console (Search Analytics + URL Inspection), Yandex.Webmaster, and Yandex.Metrica. ~38 tools, multi-account, OAuth with auto-refresh. Install: `npx -y seo-tools-mcp-<server>`.
 - [AutomateLab-tech/ai-seo-mcp](https://github.com/AutomateLab-tech/ai-seo-mcp) [![AutomateLab-tech/ai-seo-mcp MCP server](https://glama.ai/mcp/servers/AutomateLab-tech/ai-seo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AutomateLab-tech/ai-seo-mcp) 📇 ☁️ 🏠 - AI-SEO / AEO / GEO audit MCP for any public URL. Scores schema.org coverage, robots.txt and llms.txt health, canonical and OpenGraph setup, and AI-citation likelihood; suggests rewrites tuned for Answer Engine and Generative Engine surfaces. No vendor keys, no crawls of private data. Install: `npx -y @automatelab/ai-seo-mcp`.
+- [vruum-gtm/mcp](https://github.com/vruum-gtm/mcp) [![vruum-gtm/mcp MCP server](https://glama.ai/mcp/servers/vruum-gtm/mcp/badges/score.svg)](https://glama.ai/mcp/servers/vruum-gtm/mcp) 🎖️ 📇 ☁️ - AI revenue platform. Operate outbound, deals, pipeline, and CRM automation from your agent: people, deals, outreach, engagement, and research tools over one MCP. Remote server at `https://api.vruum.ai/mcp` (OAuth 2.1, or `Authorization: Bearer vk_live_…`); `npx -y @vruum/mcp` runs the stdio bridge for clients without remote support.
 
 ### 📊 <a name="monitoring"></a>Monitoring
 
@@ -2673,6 +2756,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
 - [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
 - [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) 🐍 ☁️ - Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
 - [jabbawocky/statuscraft](https://github.com/jabbawocky/statuscraft) [![jabbawocky/statuscraft MCP server](https://glama.ai/mcp/servers/jabbawocky/statuscraft/badges/score.svg)](https://glama.ai/mcp/servers/jabbawocky/statuscraft) 📇 🏠 🍎 🪟 🐧 - MCP server that checks the live status of 3831 software services in real time. Ask your AI agent "is GitHub down?" or "what's wrong with Sentry?" — and get a live answer pulled directly from official status pages, including full incident detail when something is broken. `npx -y github:jabbawocky/statuscraft`
+- [jaimenbell/vllm-ops-mcp](https://github.com/jaimenbell/vllm-ops-mcp) [![jaimenbell/vllm-ops-mcp MCP server](https://glama.ai/mcp/servers/jaimenbell/vllm-ops-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jaimenbell/vllm-ops-mcp) 🐍 🏠 - Read-only ops and health server for a local vLLM instance: liveness versus real-completion health tiers, GPU and VRAM status, service status, and live serve-flag introspection. `pip install vllm-ops-mcp`
 - [Jwrede/llmprobe](https://github.com/Jwrede/llmprobe) [![Jwrede/llmprobe MCP server](https://glama.ai/mcp/servers/Jwrede/llmprobe/badges/score.svg)](https://glama.ai/mcp/servers/Jwrede/llmprobe) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang, Ollama). CLI + MCP server with Prometheus and OpenTelemetry export.
 - [kascada/logmcp](https://github.com/kascada/logmcp) [![kascada/logmcp MCP server](https://glama.ai/mcp/servers/kascada/logmcp/badges/score.svg)](https://glama.ai/mcp/servers/kascada/logmcp) 🏎️ 🏠 🐧 - Read-only log access for AI assistants over HTTPS. Whitelist log files on your Linux server; AI can search and read them without shell access. Token-authenticated, syslog-audited.
 - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
@@ -2706,9 +2790,11 @@ Access and analyze application monitoring data. Enables AI models to review erro
 - [ThinkneoAI/mcp-server](https://github.com/ThinkneoAI/mcp-server) [![ThinkneoAI/mcp-server MCP server](https://glama.ai/mcp/servers/ThinkneoAI/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ThinkneoAI/mcp-server) 🐍 ☁️ - ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.
 - [tickstem/mcp](https://github.com/tickstem/mcp) [![tickstem/mcp MCP server](https://glama.ai/mcp/servers/tickstem/mcp/badges/score.svg)](https://glama.ai/mcp/servers/tickstem/mcp) 🏎️ ☁️ 🍎 🪟 🐧 - HTTP uptime monitoring, heartbeat (dead-man's switch) monitoring, cron job scheduling, and email verification. Single API key, per-tool quota tracking. Install: `go install github.com/tickstem/mcp/cmd/tsk-mcp@latest`.
 - [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API.
+- [uptybots/mcp-server](https://github.com/uptybots/mcp-server) [![uptybots/mcp-server MCP server](https://glama.ai/mcp/servers/uptybots/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/uptybots/mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Uptime monitoring for websites, APIs, SSL certificates, domain expiry, ping and TCP/UDP ports. 15 tools to list, create, pause and delete monitors, pull incident timelines with error codes and checker locations, and read hourly or daily uptime and response-time series. Checks run from probes in several countries. Remote server at `https://mcp.uptybots.com/mcp` needs no API key - it speaks OAuth 2.1 and the client registers itself; the stdio package is `npx -y uptybots-mcp-server`.
 - [utapyngo/sentry-mcp-rs](https://github.com/utapyngo/sentry-mcp-rs) 🦀 ☁️ - Fast and minimal Sentry MCP server written in Rust
 - [us-all/datadog-mcp-server](https://github.com/us-all/datadog-mcp-server) [![us-all/datadog-mcp-server MCP server](https://glama.ai/mcp/servers/us-all/datadog-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/us-all/datadog-mcp-server) 📇 🏠 🍎 🪟 🐧 - Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation, workflows. 4 workflow Prompts and `incident-triage-snapshot` aggregation that fans out to 4 fetches in one call.
 - [vdalhambra/siteaudit-mcp](https://github.com/vdalhambra/siteaudit-mcp) [![vdalhambra/siteaudit-mcp MCP server](https://glama.ai/mcp/servers/vdalhambra/siteaudit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/vdalhambra/siteaudit-mcp) 🐍 ☁️ 🏠 - Instant website audits with 11 tools — full SEO audit (20+ checks), security headers and SSL verification, Lighthouse performance metrics, multi-site comparison, broken link checker, WCAG accessibility audit, Schema.org structured data validation, competitor gap analysis, and robots.txt parsing. No API keys required.
+- [ruslanlap/pagespeed-insights-mcp](https://github.com/ruslanlap/pagespeed-insights-mcp) [![ruslanlap/pagespeed-insights-mcp MCP server](https://glama.ai/mcp/servers/ruslanlap/pagespeed-insights-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ruslanlap/pagespeed-insights-mcp) 📇 🏠 🍎 🪟 🐧 - 19-tool MCP server for Google PageSpeed Insights, Chrome UX Report (CrUX) and Lighthouse: page analysis & comparison, real-user CrUX data (URL + origin), batch analysis, baselines/regression tracking, deep diagnostics (network, JS, images, render-blocking, third-party impact), visual analysis and a prioritized recommendations engine. Published on npm (`npx pagespeed-insights-mcp`); listed in the Official MCP Registry and Glama.
 - [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
 - [yshngg/pmcp](https://github.com/yshngg/pmcp) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - A Prometheus Model Context Protocol Server.
 - [zhaoyue722/llm-usage-mcp](https://github.com/zhaoyue722/llm-usage-mcp) [![zhaoyue722/llm-usage-mcp MCP server](https://glama.ai/mcp/servers/zhaoyue722/llm-usage-mcp/badges/score.svg)](https://glama.ai/mcp/servers/zhaoyue722/llm-usage-mcp) 🐍 🏠 🍎 🪟 🐧 - Local-first LLM API cost tracker. Captures usage across Anthropic, OpenAI, Qwen, and DeepSeek into a local SQLite ledger and exposes spend queries, provider comparison, and recommendations as MCP tools — with first-class Chinese-provider support (CNY→USD). Install: `uvx llm-usage-mcp`.
@@ -2736,6 +2822,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
 - [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) 🐍 🏠 🍎 - The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines — health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.
 - [davidmosiah/short-video-agent-kit](https://github.com/davidmosiah/short-video-agent-kit) [![Short Video Agent Kit MCP server](https://glama.ai/mcp/servers/davidmosiah/short-video-agent-kit/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/short-video-agent-kit) 📇 🏠 ☁️ 🍎 🪟 🐧 - Provider-neutral short-form AI video MCP and CLI for agents, with dry-run payload validation and optional live generation through Sora, Veo, xAI and Seedance-style providers.
 - [drolosoft/immich-photo-manager](https://github.com/drolosoft/immich-photo-manager) [![immich-photo-manager MCP server](https://glama.ai/mcp/servers/drolosoft/immich-photo-manager/badges/score.svg)](https://glama.ai/mcp/servers/drolosoft/immich-photo-manager) 🐍 🏠 🍎 🪟 🐧 - Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands.
+- [editmamei/editmamei](https://github.com/editmamei/editmamei) [![editmamei/editmamei MCP server](https://glama.ai/mcp/servers/editmamei/editmamei/badges/score.svg)](https://glama.ai/mcp/servers/editmamei/editmamei) 📇 🏠 🍎 🪟 - Natural-language interface for Adobe Photoshop, running as a local MCP server. Rather than focusing on generative AI, it acts as an AI orchestration layer that plans edits and executes them with native Photoshop tools. `npm install -g editmamei`
 - [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) 📇 ☁️ 🍎 🪟 🐧 - Convert files (DOCX, XLSX, PPTX, images…), 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.
 - [huseyinstif/klaket](https://github.com/huseyinstif/klaket) [![huseyinstif/klaket MCP server](https://glama.ai/mcp/servers/huseyinstif/klaket/badges/score.svg)](https://glama.ai/mcp/servers/huseyinstif/klaket) 📇 🏠 🍎 🪟 🐧 - Let AI agents watch videos: word-timestamped transcripts, speaker labels, scenes, chapters and exact-moment search from any video URL or file — fully local, no API keys. `npx klaket-mcp`
 - [quietnotion/barevalue-mcp](https://github.com/quietnotion/barevalue-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation.
@@ -2769,6 +2856,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
 - [TopazLabs/topaz-mcp](https://github.com/TopazLabs/topaz-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Supports 8 models including Standard V2, Wonder 2, Bloom, and Recover 3.
 - [verIdyia/autoeq-mcp](https://github.com/verIdyia/autoeq-mcp) [![autoeq-mcp MCP server](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp/badges/score.svg)](https://glama.ai/mcp/servers/verIdyia/autoeq-mcp) 🐍 🏠 🍎 🪟 🐧 - Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by name or sound signature, get parametric EQ settings, compare headphones band-by-band, and browse Harman preference score rankings. Includes automatic sound signature classification (Neutral, Warm, Bright, Dark, V-shaped, etc.).
 - [rendobar/mcp](https://github.com/rendobar/mcp) [![rendobar/mcp MCP server](https://glama.ai/mcp/servers/rendobar/mcp/badges/score.svg)](https://glama.ai/mcp/servers/rendobar/mcp) 🎖️ 📇 ☁️ - Submit media-processing jobs to the Rendobar API and upload local files in one tool call. Transcode, run raw FFmpeg, burn captions, and add watermarks over REST. Free tier.
+- [WaveSpeedAI/mcp-server](https://github.com/WaveSpeedAI/mcp-server) [![WaveSpeedAI/mcp-server MCP server](https://glama.ai/mcp/servers/WaveSpeedAI/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/WaveSpeedAI/mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Official WaveSpeed server: run any model on the live wavespeed.ai catalog (image, video, audio, 3D) with catalog search, per-model schema introspection, local-file upload via @path markers, and price quotes before running. `npx -y @wavespeed/mcp`
 - [woladi/macos-vision-mcp](https://github.com/woladi/macos-vision-mcp) [![macos-vision-mcp MCP server](https://glama.ai/mcp/servers/woladi/macos-vision-mcp/badges/score.svg)](https://glama.ai/mcp/servers/woladi/macos-vision-mcp) 📇 🏠 🍎 - Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native Vision API to expose OCR for images and PDFs (with reading-order paragraphs, bounding boxes, line/paragraph IDs, and confidence), face / barcode / QR / document-corner detection, and image classification — all as MCP tools any client (Claude Code, Claude Desktop, Cursor, Codex CLI) can call. ~97% token savings vs sending raw images. Fully offline, no API keys, files never leave the Mac. One-line install: `npx -y macos-vision-mcp`.
 - [afghanfansmedia-ai/songcheck-mcp](https://github.com/afghanfansmedia-ai/songcheck-mcp) [![afghanfansmedia-ai/songcheck-mcp MCP server](https://glama.ai/mcp/servers/afghanfansmedia-ai/songcheck-mcp/badges/score.svg)](https://glama.ai/mcp/servers/afghanfansmedia-ai/songcheck-mcp) 🐍 ☁️ - Is this song AI or human? Detect AI-generated music (Suno, Udio) and media from any AI agent. Returns a verdict, AI-probability score, confidence, and provenance signals (Content Credentials / SynthID), plus scan_catalog to audit a whole music folder.
 - [xDarkzx/Reaper-MCP](https://github.com/xDarkzx/Reaper-MCP) [![xDarkzx/Reaper-MCP MCP server](https://glama.ai/mcp/servers/xDarkzx/Reaper-MCP/badges/score.svg)](https://glama.ai/mcp/servers/xDarkzx/Reaper-MCP) 🐍 🏠 🍎 🪟 🐧 - AI-powered music production in REAPER through natural conversation - 173 tools across 26 modules covering transport, tracks, MIDI (insert/edit/quantize/humanize), mixing and FX (EQ, compression, sidechain, sends), tempo maps, markers/regions, ReaScript discovery/execution, and more.
@@ -2780,16 +2868,19 @@ Servers for controlling the desktop operating system: screenshots, window manage
 - [sbuysse/gnome-desktop-mcp](https://github.com/sbuysse/gnome-desktop-mcp) [![gnome-desktop-mcp MCP server](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp) 🐍 🏠 🐧 - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop.
 - [dimpagk92/cellar](https://github.com/dimpagk92/cellar) [![dimpagk92/cellar MCP server](https://glama.ai/mcp/servers/dimpagk92/cellar/badges/score.svg)](https://glama.ai/mcp/servers/dimpagk92/cellar) 🦀 📇 🏠 🍎 🐧 - Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.
 - [Harusame64/desktop-touch-mcp](https://github.com/Harusame64/desktop-touch-mcp) [![desktop-touch-mcp MCP server](https://glama.ai/mcp/servers/Harusame64/desktop-touch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Harusame64/desktop-touch-mcp) 📇 🦀 🏠 🪟 - Windows desktop automation for LLM agents with entity-based actions instead of coordinate-only clicking. Uses UIA, CDP, screenshots, keyboard/mouse/clipboard, and terminal control, plus entity leases, verified delivery, causal context, and interaction memory to reduce silent UI automation failures.
+- [glasswarp/mcp-server](https://github.com/glasswarp/mcp-server) [![glasswarp/mcp-server MCP server](https://glama.ai/mcp/servers/glasswarp/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/glasswarp/mcp-server) 📇 ☁️ 🪟 - See and control a real Windows PC you own from any MCP client, locally or remotely. Hosted MCP (`https://mcp.glasswarp.com/mcp`) or `npx @glasswarp/mcp`. Observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH — your machine, your key; you bring the model.
 - [juergenkoller-software/nemeton-mcp](https://github.com/juergenkoller-software/nemeton-mcp) [![juergenkoller-software/nemeton-mcp MCP server](https://glama.ai/mcp/servers/juergenkoller-software/nemeton-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juergenkoller-software/nemeton-mcp) 🏠 🍎 - MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) — native macOS virtual machine manager built on Apples Virtualization.framework. Create/control Linux & macOS VMs (no Parallels, no QEMU), CoW snapshots on APFS, 50+ MCP tools across VM lifecycle, console, files, networking, and host metrics.
 - [tinqiao-oss/clawtouch-mcp](https://github.com/tinqiao-oss/clawtouch-mcp) [![tinqiao-oss/clawtouch-mcp MCP server](https://glama.ai/mcp/servers/tinqiao-oss/clawtouch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tinqiao-oss/clawtouch-mcp) 🐍 🏠 🍎 🪟 🐧 - Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-source firmware. Exposes move, click, drag, type, key combos, and scroll as MCP tools for any MCP client. Genuine physical HID input on the standard driver path, with a `--mock` mode for hardware-free trials. `pip install clawtouch-mcp`
 - [juergenkoller-software/freezetext-mcp](https://github.com/juergenkoller-software/freezetext-mcp) [![juergenkoller-software/freezetext-mcp MCP server](https://glama.ai/mcp/servers/juergenkoller-software/freezetext-mcp/badges/score.svg)](https://glama.ai/mcp/servers/juergenkoller-software/freezetext-mcp) 🏠 🍎 - MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freezetext) — OCR anything on your Mac screen. Freeze the screen and extract text via Apple Vision (videos, popups, protected PDFs), OCR a region or base64 image, and manage a searchable capture history. 12 tools.
 - [faze79/WPFVisualTreeMcp](https://github.com/faze79/WPFVisualTreeMcp) [![faze79/WPFVisualTreeMcp MCP server](https://glama.ai/mcp/servers/faze79/WPFVisualTreeMcp/badges/score.svg)](https://glama.ai/mcp/servers/faze79/WPFVisualTreeMcp) #️⃣ 🏠 🪟 - Inspect, debug and drive running WPF (.NET desktop) apps: visual tree, dependency properties, data bindings and binding errors, DataContext, and screenshots with open popups/menus included, plus clicking, item selection, text input and keyboard shortcuts. Auto-injects into any running WPF process (x64/x86) with no source changes. `dotnet tool install -g WpfVisualTreeMcp`
 - [fixed-width/glass](https://github.com/fixed-width/glass) [![fixed-width/glass MCP server](https://glama.ai/mcp/servers/fixed-width/glass/badges/score.svg)](https://glama.ai/mcp/servers/fixed-width/glass) 🦀 🏠 🍎 🪟 🐧 - Gives a coding agent a build → see → interact → debug loop over the native GUI app it is writing: launch the app, screenshot it, read its accessibility tree, inject mouse/keyboard/gestures, tail its logs, and diff frames to confirm a change landed. Drives apps as an external black box with no app integration, so any toolkit or language works. 30 tools with text-first responses (element ids, diffs, waits) so the agent need not screenshot every step, plus optional sandboxing of the launched app. Backends: X11, Wayland, Windows, macOS, Android emulators, and the iOS Simulator.
+- [ostapondo/Plonk](https://github.com/ostapondo/Plonk) [![ostapondo/Plonk MCP server](https://glama.ai/mcp/servers/ostapondo/Plonk/badges/score.svg)](https://glama.ai/mcp/servers/ostapondo/Plonk) 📇 🏠 🍎 - A Mac window manager an agent can drive, plus ten more menu bar utilities behind the same icon: see every monitor and window, arrange a layout across displays in one call, snap a window into zones you drew yourself, save workspaces that relaunch apps into their places, keep-awake, measure the screen, screenshot a window by name even when it is buried behind other windows, annotate it, and read text off the screen on-device — handed back a box per line, so what was read can be pointed at. 20 tools, backed by a native menu bar app over a local-only loopback API; no cloud, no telemetry. `npx -y plonk-mcp`, or open the shipped `.mcpb` bundle in Claude Desktop.
 
 ### 🎙️ <a name="podcasts"></a>Podcasts
 
 Servers for podcast analytics, search, hosting, and discovery.
 
+- [conorbronsdon/apple-podcasts-mcp](https://github.com/conorbronsdon/apple-podcasts-mcp) [![conorbronsdon/apple-podcasts-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/apple-podcasts-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/apple-podcasts-mcp) 📇 ☁️ - Owner-side Apple Podcasts analytics over the Podcasts Connect Reporter protocol: plays, unique and engaged listeners, followers, and per-episode listening for a show you own. Not the public iTunes catalog — this is the data Apple's hosting API does not expose. Read-only. Requires an Apple Podcasters Program membership, which is what issues the vendor number Reporter needs.
 - [conorbronsdon/op3-mcp](https://github.com/conorbronsdon/op3-mcp) [![conorbronsdon/op3-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/op3-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/op3-mcp) 📇 ☁️ - Podcast analytics from OP3, the Open Podcast Prefix Project: downloads over time, listener geography, app share, and per-episode breakdowns. Read-only by design.
 - [conorbronsdon/podcastindex-mcp](https://github.com/conorbronsdon/podcastindex-mcp) [![conorbronsdon/podcastindex-mcp MCP server](https://glama.ai/mcp/servers/conorbronsdon/podcastindex-mcp/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/podcastindex-mcp) 📇 ☁️ - Search the Podcast Index: podcasts, episodes, guest appearances by person, trending shows, and feed health.
 - [conorbronsdon/Transistor-MCP](https://github.com/conorbronsdon/Transistor-MCP) [![conorbronsdon/Transistor-MCP MCP server](https://glama.ai/mcp/servers/conorbronsdon/Transistor-MCP/badges/score.svg)](https://glama.ai/mcp/servers/conorbronsdon/Transistor-MCP) 📇 ☁️ - Manage Transistor.fm podcasts: episodes, analytics, download summaries, episode comparisons, transcripts, and webhooks.
@@ -2816,12 +2907,12 @@ auto-download. Install via `npx atlassian-trello-mcp`.
 
 MCP servers for real estate CRM, property management, and agent workflows.
 
+- [HasData/zillow-mcp](https://github.com/HasData/zillow-mcp) [![HasData/zillow-mcp MCP server](https://glama.ai/mcp/servers/HasData/zillow-mcp/badges/score.svg)](https://glama.ai/mcp/servers/HasData/zillow-mcp) 📇 ☁️ - Remote MCP server for Zillow: for-sale, for-rent and sold listings with rich filters, and full property details (price and tax history, schools, agent), as JSON.
 - [ashev87/propstack-mcp](https://github.com/ashev87/propstack-mcp) [![propstack-mcp MCP server](https://glama.ai/mcp/servers/@ashev87/propstack-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@ashev87/propstack-mcp) 📇 ☁️ 🍎 🪟 🐧 - Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings for real estate agents (Makler).
 - [beshogun/planwire-mcp](https://github.com/beshogun/planwire-mcp) [![beshogun/planwire-mcp MCP server](https://glama.ai/mcp/servers/beshogun/planwire-mcp/badges/score.svg)](https://glama.ai/mcp/servers/beshogun/planwire-mcp) 📇 ☁️ - UK planning application data for AI agents: search planning applications by council, postcode, keyword, status, type, or date range; find applications near a lat/lng point; fetch a specific application; and list supported councils. Requires a PlanWire API key. `npx -y planwire-mcp`
 - [forgemeshlabs/disruption-intelligence-mcp](https://github.com/forgemeshlabs/disruption-intelligence-mcp) [![forgemeshlabs/disruption-intelligence-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/disruption-intelligence-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/disruption-intelligence-mcp) 📇 ☁️ - AI-native commercial disruption intelligence for MCP clients and x402-powered agents. Supports WARN/layoff intelligence, company context, geospatial territory disruption, and x402 payment challenge inspection via the hosted Forgemesh API.
 - [hyperionxmota/cook-county-property-mcp](https://github.com/hyperionxmota/cook-county-property-mcp) [![hyperionxmota/cook-county-property-mcp MCP server](https://glama.ai/mcp/servers/hyperionxmota/cook-county-property-mcp/badges/score.svg)](https://glama.ai/mcp/servers/hyperionxmota/cook-county-property-mcp) 🐍 ☁️ - Cook County / Chicago property records — parcels, recorded sales, building permits, tax assessments, and comparable sales by street address or PIN. Hosted remote MCP, pay-per-call via x402 (USDC on Base/Solana).
 - [jbechtel-97/dealflowpro-mcp-server](https://github.com/jbechtel-97/dealflowpro-mcp-server) [![jbechtel-97/dealflowpro-mcp-server MCP server](https://glama.ai/mcp/servers/jbechtel-97/dealflowpro-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/jbechtel-97/dealflowpro-mcp-server) 📇 ☁️ - Multifamily real estate deal analysis — cap rate, DSCR, cash-on-cash, IRR, DFP Score (0-100), max offer price, and market intelligence for 2-200 unit properties.
-- [ogasurfproject-jpg/horizon-shield](https://github.com/ogasurfproject-jpg/horizon-shield/tree/main/workers/hs-mcp) [![ogasurfproject-jpg/horizon-shield MCP server](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield/badges/score.svg)](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield) 🎖️ 📇 ☁️ - Audit Japanese construction and renovation estimates for overcharge: fair price ranges by work type, sales tactic red flags, and signed recomputable verdicts (KIRA). Includes an agent intake desk and a directory of independently audited contractors. Remote server, no API key required.
 - [pedra-ai/pedra-mcp](https://github.com/pedra-ai/pedra-mcp) [![pedra-ai/pedra-mcp MCP server](https://glama.ai/mcp/servers/@pedra-ai/pedra-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@pedra-ai/pedra-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - AI photo and video editing for real-estate listings via the Pedra API: virtual staging, renovation, room emptying, photo enhancement, sky replacement, object removal/blur, and property video generation. `npx @pedra-ai/mcp`
 
 ### 🔬 <a name="research"></a>Research
@@ -2876,6 +2967,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [vectara/vectara-mcp](https://github.com/vectara/vectara-mcp) 🐍 🏠 ☁️ - An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
 
 ### 🔎 <a name="search"></a>Search & Data Extraction
+- [artemchuikin/youtube-mcp](https://github.com/artemchuikin/youtube-mcp) [![artemchuikin/youtube-mcp MCP server](https://glama.ai/mcp/servers/artemchuikin/youtube-mcp/badges/score.svg)](https://glama.ai/mcp/servers/artemchuikin/youtube-mcp) 🎖️ 📇 ☁️ - YouTube transcripts in five formats (text, JSON, SRT, VTT, srv3), video and channel search, playlists, and 4,000-video batch jobs over a hosted endpoint. 14 tools, free tier, no card.
 - [Newscatcher/catchall-mcp](https://github.com/Newscatcher/catchall-mcp) [![Newscatcher/catchall-mcp MCP server](https://glama.ai/mcp/servers/Newscatcher/catchall-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Newscatcher/catchall-mcp) 🐍 ☁️ - Recall-first web search: finds every relevant event across the open web, not just the top results.
 - [pgalyen1987/gate402-mcp](https://github.com/pgalyen1987/gate402-mcp) [![pgalyen1987/gate402-mcp MCP server](https://glama.ai/mcp/servers/pgalyen1987/gate402-mcp/badges/score.svg)](https://glama.ai/mcp/servers/pgalyen1987/gate402-mcp) 📇 ☁️ - Pay-per-call agent APIs over x402 (USDC on Base): per-token LLM inference (Llama 3.1/Qwen/Mistral), per-second GPU/CPU compute, on-chain/DeFi + SEC-EDGAR + news data, and clean-Markdown/Cloudflare-stealth web scraping. Signed receipts, no signup — auto-claims a free-tier key. Install via `npx -y gate402-mcp`.
 - [KnockOutEZ/wigolo](https://github.com/KnockOutEZ/wigolo) [![KnockOutEZ/wigolo MCP server](https://glama.ai/mcp/servers/KnockOutEZ/wigolo/badges/score.svg)](https://glama.ai/mcp/servers/KnockOutEZ/wigolo) 📇 🏠 - Local-first, keyless web intelligence in one server: search, fetch, crawl, extract, cache, find-similar, and research. Multi-engine search with local ML reranking and a persistent SQLite cache, renders JS-heavy pages, and keeps everything on your machine. Install via `npx wigolo init --non-interactive --agents=<agent>`.
@@ -2884,6 +2976,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [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) 📇 ☁️ 🏠 - 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) 📇 ☁️ - 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) 📇 🏠 - YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`.
+- [rozetyp/grounder-mcp](https://github.com/rozetyp/grounder-mcp) [![rozetyp/grounder-mcp MCP server](https://glama.ai/mcp/servers/rozetyp/grounder-mcp/badges/score.svg)](https://glama.ai/mcp/servers/rozetyp/grounder-mcp) 🐍 ☁️ - Live web grounding for local and cloud LLMs: `web_search`, `fetch`, `deep_search` (a token-capped, cited evidence pack sized to a small context window), and `research` (an agentic search-and-read loop). Flat monthly pricing, no query content stored, free tier. Install via `uvx grounder-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) 📇 ☁️ 🏠 - 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) 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
 - [hanselhansel/aeo-cli](https://github.com/hanselhansel/aeo-cli) 🐍 🏠 - Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.
@@ -2903,6 +2996,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [AutomateLab-tech/citation-intelligence](https://github.com/AutomateLab-tech/citation-intelligence) [![AutomateLab-tech/citation-intelligence MCP server](https://glama.ai/mcp/servers/AutomateLab-tech/citation-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/AutomateLab-tech/citation-intelligence) 📇 🏠 - What LLMs cite, for agents. Check which URLs Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews cite for any query. Self-hosted, BYO API key. Install via `npx @automatelab/citation-intelligence`.
 - [Khamel83/argus](https://github.com/Khamel83/argus) [![Khamel83/argus MCP server](https://glama.ai/mcp/servers/Khamel83/argus/badges/score.svg)](https://glama.ai/mcp/servers/Khamel83/argus) 🐍 🏠 - Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.
 - [idapixl/idapixl-web-research-mcp](https://github.com/idapixl/idapixl-web-research-mcp) [![idapixl-web-research-mcp MCP server](https://glama.ai/mcp/servers/idapixl-web-research-mcp/badges/score.svg)](https://glama.ai/mcp/servers/idapixl-web-research-mcp) 📇 ☁️ - Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), fetch pages to clean markdown, and multi-step research with relevance scoring and key fact extraction.
+- [BenyD/haypile](https://github.com/BenyD/haypile) [![BenyD/haypile MCP server](https://glama.ai/mcp/servers/BenyD/haypile/badges/score.svg)](https://glama.ai/mcp/servers/BenyD/haypile) 🏎️ 🏠 🍎 🪟 🐧 - Hybrid semantic and keyword search over local documents (PDF, docx, pptx, markdown, HTML) with file and page citations. Single binary with the embedding model inside; the index never leaves the machine.
 - [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
 - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
 - [boikot-xyz/boikot](https://github.com/boikot-xyz/boikot) 🦀☁️ - Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
@@ -2950,6 +3044,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [githunt-agent/githunt-mcp](https://github.com/githunt-agent/githunt-mcp) [![githunt-agent/githunt-mcp MCP server](https://glama.ai/mcp/servers/githunt-agent/githunt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/githunt-agent/githunt-mcp) 📇 ☁️ - Search, rank, and analyze GitHub developers for tech recruiting. Location/role/skill search over millions of ranked profiles with AI scoring and contact discovery. Install via `npx githunt-mcp` or use the hosted server at `https://mcp.githunt.ai/mcp`.
 - [goesByhc/cn-scraper-mcp](https://github.com/goesByhc/cn-scraper-mcp) [![goesByhc/cn-scraper-mcp MCP server](https://glama.ai/mcp/servers/goesByhc/cn-scraper-mcp/badges/score.svg)](https://glama.ai/mcp/servers/goesByhc/cn-scraper-mcp) 🐍 🏠 - MCP server that lets AI agents search and extract data from major Chinese internet platforms including Taobao, JD, Xiaohongshu, Zhihu, Weibo, Bilibili, ZSXQ, Douban, and Dianping, with local-first cookie storage and CDP-assisted login.
 - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
+- [getrephonic/rephonic-mcp](https://github.com/getrephonic/rephonic-mcp) [![getrephonic/rephonic-mcp MCP server](https://glama.ai/mcp/servers/getrephonic/rephonic-mcp/badges/score.svg)](https://glama.ai/mcp/servers/getrephonic/rephonic-mcp) 🎖️ 📇 ☁️ - Search 3M+ podcasts and 170M+ episodes, with listener estimates, audience demographics, contacts, transcripts, chart rankings, sponsors, reviews, and audience-overlap data. Hosted by [Rephonic](https://rephonic.com).
 - [goofrey/zoom-search](https://github.com/goofrey/zoom-search) [![goofrey/zoom-search MCP server](https://glama.ai/mcp/servers/goofrey/zoom-search/badges/score.svg)](https://glama.ai/mcp/servers/goofrey/zoom-search) 🐍 ☁️ 🏠 - MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
 - [gregm711/agent-domain-service-mcp](https://github.com/gregm711/agent-domain-service-mcp) 📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required.
 - [hanoak/unsplash-mcp-server](https://github.com/hanoak/unsplash-mcp-server) [![unsplash-mcp-server MCP server](https://glama.ai/mcp/servers/hanoak/unsplash-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/hanoak/unsplash-mcp-server) 📇 ☁️ - Unsplash API server exposing 21 tools across photos, search, users, collections, topics, and stats. Ships Unsplash-guideline compliance built in — ready-to-use attribution with UTM parameters, a download-tracking tool, rate-limit surfacing, and `content_filter=high` by default. Install via `npx -y @hanoak/unsplash-mcp-server`.
@@ -3032,12 +3127,15 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.
 - [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
 - [securecoders/opengraph-io-mcp](https://github.com/securecoders/opengraph-io-mcp) [![opengraph-io-mcp MCP server](https://glama.ai/mcp/servers/@securecoders/opengraph-io-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@securecoders/opengraph-io-mcp) 📇 ☁️ - OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.
+- [Seomarlboro/digmyname](https://github.com/Seomarlboro/digmyname/tree/main/mcp) [![seomarlboro/digmyname MCP server](https://glama.ai/mcp/servers/seomarlboro/digmyname/badges/score.svg)](https://glama.ai/mcp/servers/seomarlboro/digmyname) 📇 🏠 - Domain availability, 7-registrar price comparison, and domain age across 52 TLDs. Free, no API key.
 - [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server) 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
 - [serpapi/serpapi-mcp](https://github.com/serpapi/serpapi-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.
 - [serpdive/serpdive-mcp](https://github.com/serpdive/serpdive-mcp) [![serpdive/serpdive-mcp MCP server](https://glama.ai/mcp/servers/serpdive/serpdive-mcp/badges/score.svg)](https://glama.ai/mcp/servers/serpdive/serpdive-mcp) 🎖️ 📇 ☁️ 🏠 - Web search that returns extracted, answer-ready page content (url, title, date, text) instead of links. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels) on a public replayable benchmark. One tool with automatic localization and an optional synthesized answer. Hosted Streamable HTTP at `https://mcp.serpdive.com`, or run `npx -y serpdive-mcp`.
 - [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
 - [sifter-ai/sifter](https://github.com/sifter-ai/sifter) [![sifter-ai/sifter MCP server](https://glama.ai/mcp/servers/sifter-ai/sifter/badges/score.svg)](https://glama.ai/mcp/servers/sifter-ai/sifter) 🐍 🏠 ☁️ - Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.
+- [smeet666/mcp-marmiton](https://github.com/smeet666/mcp-marmiton) [![smeet666/mcp-marmiton MCP server](https://glama.ai/mcp/servers/smeet666/mcp-marmiton/badges/score.svg)](https://glama.ai/mcp/servers/smeet666/mcp-marmiton) 📇 ☁️ 🍎 🪟 🐧 - Search Marmiton recipes, read their ingredients and steps, and rescale quantities to any number of servings. No API key. `npx -y mcp-marmiton`
 - [softvoyagers/linkmeta-api](https://github.com/softvoyagers/linkmeta-api) 📇 ☁️ - Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.
+- [srezai-team/srezai-mcp](https://github.com/srezai-team/srezai-mcp) [![srezai-team/srezai-mcp MCP server](https://glama.ai/mcp/servers/srezai-team/srezai-mcp/badges/score.svg)](https://glama.ai/mcp/servers/srezai-team/srezai-mcp) 🎖️ 📇 ☁️ - Web and image search, page reading as clean Markdown, browser-rendered screenshots, schema-based extraction and agentic deep research. Strong Russian-web coverage. Remote (Streamable HTTP) at `https://srezai.ru/api/mcp` or via `npx srezai-mcp` for stdio-only clients.
 - [ssatama/rescuedogs-mcp-server](https://github.com/ssatama/rescuedogs-mcp-server) 📇 ☁️ - Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.
 - [StripFeed/mcp-server](https://github.com/StripFeed/mcp-server) [![stripfeed-mcp-server MCP server](https://glama.ai/mcp/servers/@StripFeed/stripfeed-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@StripFeed/stripfeed-mcp-server) 📇 ☁️ - Convert any URL to clean, token-efficient Markdown for AI agents. API-backed extraction with token counting, CSS selector support, and configurable caching via [StripFeed](https://www.stripfeed.dev).
 - [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
@@ -3075,6 +3173,8 @@ Tools for conducting research, surveys, interviews, and data collection.
 
 ### 🔒 <a name="security"></a>Security
 
+- [rudimentall1/agentic-wallet-guardian-v3](https://github.com/rudimentall1/agentic-wallet-guardian-v3) [![rudimentall1/agentic-wallet-guardian-v3 MCP server](https://glama.ai/mcp/servers/rudimentall1/agentic-wallet-guardian-v3/badges/score.svg)](https://glama.ai/mcp/servers/rudimentall1/agentic-wallet-guardian-v3) 🐍 🏠 - Self-hosted security and policy layer for AI agents interacting with blockchain wallets. Agents submit a proposed transaction/action and Guardian evaluates wallet, token, contract, threat-intelligence, simulation, policy and reputation signals before returning an explainable ALLOW / WARN / BLOCK decision. Includes an MCP stdio server, real RPC/Blockscout/DexScreener/GoPlus providers, transaction simulation, local threat lists and policy controls.
+
 - [nagameTW/mcp-server-malcolm](https://github.com/nagameTW/mcp-server-malcolm) [![nagameTW/mcp-server-malcolm MCP server](https://glama.ai/mcp/servers/nagameTW/mcp-server-malcolm/badges/score.svg)](https://glama.ai/mcp/servers/nagameTW/mcp-server-malcolm) 🐍 🏠 🍎 🪟 🐧 - The first MCP server for [Malcolm](https://malcolm.fyi), the open-source network traffic analysis suite (Zeek + Suricata + Arkime + OpenSearch + NetBox). Gives AI agents structured, threat-hunting access: search and aggregate traffic, discover fields, query Suricata alerts, browse Arkime sessions, and resolve NetBox assets. Read-only by default; opt-in, audited write classes for alerts, tagging, hunts, and PCAP upload. `pip install mcp-server-malcolm`
 - [chasdaddy/basescope](https://github.com/chasdaddy/basescope) [![chasdaddy/basescope MCP server](https://glama.ai/mcp/servers/chasdaddy/basescope/badges/score.svg)](https://glama.ai/mcp/servers/chasdaddy/basescope) 📇 ☁️ - The read-only safety layer for onchain AI agents. 13 read-only tools on Base + EVM: token/contract safety (honeypot & rug-pull checks cross-referenced across GoPlus + honeypot.is), risky-approval detection, verified-source lookup, balances, ENS + Basenames, gas, and prices. No private keys, no required API keys. `npx -y basescope`
 - [moxno/privacyscrubber-mcp](https://github.com/moxno/privacyscrubber-mcp) [![moxno/privacyscrubber-mcp MCP server](https://glama.ai/mcp/servers/moxno/privacyscrubber-mcp/badges/score.svg)](https://glama.ai/mcp/servers/moxno/privacyscrubber-mcp) 📇 🏠 - Zero-trust local PII and secrets masking server for Cursor, Windsurf, and Claude Desktop. `npx pii-masking-run`
@@ -3170,6 +3270,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [ARKALDA/hejdar-mcp](https://github.com/ARKALDA/hejdar-mcp) [![ARKALDA/hejdar-mcp MCP server](https://glama.ai/mcp/servers/ARKALDA/hejdar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ARKALDA/hejdar-mcp) 🐍 ☁️ - Runtime policy enforcement for AI agents. Evaluate actions against organization policies before execution, with observe and enforce modes.
 - [goldmembrane/cleaner-code](https://github.com/goldmembrane/cleaner-code) [![cleaner-code MCP server](https://glama.ai/mcp/servers/goldmembrane/cleaner-code/badges/score.svg)](https://glama.ai/mcp/servers/goldmembrane/cleaner-code) 📇 🏠 🍎 🪟 🐧 - AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier.
 - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
+- [haruodev/tamperlens-mcp](https://github.com/haruodev/tamperlens-mcp) [![haruodev/tamperlens-mcp MCP server](https://glama.ai/mcp/servers/haruodev/tamperlens-mcp/badges/score.svg)](https://glama.ai/mcp/servers/haruodev/tamperlens-mcp) 📇 ☁️ 🍎 🪟 🐧 - Document forensics before an agent reads the file: whether a PDF, Office file or image was edited after it was written, whether its redactions actually removed the text, and whether it carries text addressed to a language model rather than to a reader — the recovered injection payload is elided rather than echoed back into the context. Thin client over the Tamperlens REST API; signals with evidence, never a verdict; nothing stored. 10 documents/hour with no key. `npx -y tamperlens-mcp`
 - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.
 - [I4cTime/quantum_ring](https://github.com/I4cTime/quantum_ring) [![I4cTime/quantum_ring MCP server](https://glama.ai/mcp/servers/I4cTime/quantum_ring/badges/score.svg)](https://glama.ai/mcp/servers/I4cTime/quantum_ring) 📇 🏠 🍎 🪟 🐧 - Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation.
 - [icoretech/warden-mcp](https://github.com/icoretech/warden-mcp) [![icoretech/warden-mcp MCP server](https://glama.ai/mcp/servers/icoretech/warden-mcp/badges/score.svg)](https://glama.ai/mcp/servers/icoretech/warden-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit, and organize logins, notes, cards, identities, SSH keys, folders, collections, attachments, and Sends via the official `bw` CLI.
@@ -3276,6 +3377,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 
 - [mastyf-ai/mastyf.ai](https://github.com/mastyf-ai/mastyf.ai) [![mastyf-ai/mastyf.ai MCP server](https://glama.ai/mcp/servers/mastyf-ai/mastyf.ai/badges/score.svg)](https://glama.ai/mcp/servers/mastyf-ai/mastyf.ai) 📇 🏠 🍎 🪟 🐧 - Open-source runtime security proxy for MCP. Transparently intercepts every tools/call through an 18-class attack defense pipeline (prompt injection, SSRF, shell injection, SQL injection, credential exfil, polyglot attacks) with a YAML policy engine and 304-entry adversarial corpus. Trust scoring for npm MCP packages with 0-100 badges. Cloud dashboard, Docker image, Python SDK. MIT.
 - [timescale/rsigma](https://github.com/timescale/rsigma) [![timescale/rsigma MCP server](https://glama.ai/mcp/servers/timescale/rsigma/badges/score.svg)](https://glama.ai/mcp/servers/timescale/rsigma) 🎖️ 🦀 🏠 🍎 🪟 🐧 - Exposes the RSigma Sigma detection-engineering toolkit to AI agents over stdio or Streamable HTTP with `rsigma mcp serve`. Tools to author, lint, validate, and convert Sigma detection rules, evaluate and explain detections against log events, and inspect correlation state, all backed by a native Rust engine.
+- [dengyier/OpenWorkProof](https://github.com/dengyier/OpenWorkProof) [![dengyier/OpenWorkProof MCP server](https://glama.ai/mcp/servers/dengyier/OpenWorkProof/badges/score.svg)](https://glama.ai/mcp/servers/dengyier/OpenWorkProof) 🐍 🏠 ☁️ - Verifiable execution protocol for AI agent tool calls. Ed25519-signed PolicyDecisions, causal evidence chains (RFC 8785 JCS), and offline verification from SQLite ledger. 2,281 tests, 2 real-world bugs demonstrated end-to-end. `pip install openworkproof`
 
 ### 🌐 <a name="social-media"></a>Social Media
 
@@ -3322,6 +3424,7 @@ Integration with social media platforms to allow posting, analytics, and interac
 - [bulatko/vk-mcp-server](https://github.com/bulatko/vk-mcp-server) [![vk-mcp-server MCP server](https://glama.ai/mcp/servers/bulatko/vk-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/bulatko/vk-mcp-server) 📇 ☁️ - MCP server for VK (VKontakte) social network API. Access users, walls, groups, friends, newsfeed, photos, and community stats.
 - [solnk-dev/solnk-mcp](https://github.com/solnk-dev/solnk-mcp) [![solnk-dev/solnk-mcp MCP server](https://glama.ai/mcp/servers/solnk-dev/solnk-mcp/badges/score.svg)](https://glama.ai/mcp/servers/solnk-dev/solnk-mcp) 🎖️ 📇 ☁️ - Official Solnk MCP server — publish and schedule content across 9 platforms (X, Instagram, TikTok, YouTube, Facebook, LinkedIn, Pinterest, Threads, Bluesky) from any MCP client. 11 tools for publishing, drafts, scheduling, media upload, and post analytics. Hosted at mcp.solnk.com with bearer API key auth.
 - [timkulbaev/mcp-linkedin](https://github.com/timkulbaev/mcp-linkedin) [![mcp-linkedin MCP server](https://glama.ai/mcp/servers/timkulbaev/mcp-linkedin/badges/score.svg)](https://glama.ai/mcp/servers/timkulbaev/mcp-linkedin) 📇 ☁️ - LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by default, SKILL.md included, CLI-first design for AI automation workflows.
+- [tokportal/tokportal-mcp](https://github.com/tokportal/tokportal-mcp) [![tokportal/tokportal-mcp MCP server](https://glama.ai/mcp/servers/tokportal/tokportal-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tokportal/tokportal-mcp) 🎖️ 📇 ☁️ - Official TokPortal MCP server: managed social infrastructure — real TikTok, Instagram and YouTube accounts created, warmed and operated by human account managers in 16+ countries, plus video upload/scheduling at scale, analytics, ban lifecycle and webhooks (91 tools with `readOnlyHint`/`destructiveHint` annotations). No per-account OAuth, no 25-posts/day cap. Remote (OAuth 2.1) at app.tokportal.com/api/ext/mcp or `npx -y tokportal-mcp`. Listed on the official MCP Registry as `com.tokportal/mcp`.
 - [realMNohgee/hermtica](https://github.com/realMNohgee/hermtica) [![realMNohgee/hermtica MCP server](https://glama.ai/mcp/servers/realMNohgee/hermtica/badges/score.svg)](https://glama.ai/mcp/servers/realMNohgee/hermtica) 📇 ☁️ - AI agent social network and marketplace with native MCP server. 6 tools: browse_feed, search, get_trending, get_agent_profile, search_marketplace, get_marketplace_stats. Endpoint: hermtica.com/api/mcp. Free.
 - [veezeehq/veezee-mcp](https://github.com/veezeehq/veezee-mcp) [![veezeehq/veezee-mcp MCP server](https://glama.ai/mcp/servers/veezeehq/veezee-mcp/badges/score.svg)](https://glama.ai/mcp/servers/veezeehq/veezee-mcp) 🎖️ ☁️ - Real-time LinkedIn, X (Twitter) and Reddit data: profiles, companies, posts, search, sentiment. Hosted at mcp.veezee.io with OAuth or self-serve keys.
 - [Vovala14/vynly-mcp](https://github.com/Vovala14/vynly-mcp) [![vynly-mcp MCP server](https://glama.ai/mcp/servers/Vovala14/vynly-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Vovala14/vynly-mcp) 📇 ☁️ - Post AI-generated images to [Vynly](https://vynly.co), an AI-only social feed built for agents. Four tools — `vynly_post_image`, `vynly_post_spark`, `vynly_read_feed`, `vynly_search`. Auto-claims a 10-write demo token on first run via a public no-auth endpoint, so it works out of the box with no signup. Provenance-aware (C2PA / SynthID / XMP).
@@ -3332,6 +3435,7 @@ Integration with social media platforms to allow posting, analytics, and interac
 Astrology, tarot, numerology, Vedic systems, Human Design and other divinatory or esoteric tools — for AI agents that compute charts, draw cards, run dasha cycles, or generate horoscopes.
 
 - [adityarya24/astro-skill](https://github.com/adityarya24/astro-skill) [![adityarya24/astro-skill MCP server](https://glama.ai/mcp/servers/adityarya24/astro-skill/badges/score.svg)](https://glama.ai/mcp/servers/adityarya24/astro-skill) 🐍 🏠 🍎 🪟 🐧 - Open-source Vedic astrology engine and stdio MCP server — deterministic kundali, Vimshottari dasha (maha/antar/pratyantar), panchang, gochar + Sade Sati, ashtakavarga, guna milan, divisional charts, and 12-page Hindi janma patrika PDFs. Bundled Swiss Ephemeris, SQLite client storage, no API key.
+- [arthiqlabs/vedaksha](https://github.com/arthiqlabs/vedaksha) [![arthiqlabs/vedaksha MCP server](https://glama.ai/mcp/servers/arthiqlabs/vedaksha/badges/score.svg)](https://glama.ai/mcp/servers/arthiqlabs/vedaksha) 🦀 🏠 🍎 🪟 🐧 - Self-hosted clean-room Vedic astrology computation server with 17 deterministic MCP tools for natal charts, dashas, vargas, shadbala, ashtakavarga, panchanga, transits, muhurta search, synastry and property-graph export. Install: `cargo install vedaksha-mcp`.
 - [astroway/astroway-mcp](https://github.com/astroway/astroway-mcp) [![astroway/astroway-mcp MCP server](https://glama.ai/mcp/servers/astroway/astroway-mcp/badges/score.svg)](https://glama.ai/mcp/servers/astroway/astroway-mcp) 📇 ☁️ 🍎 🪟 🐧 - Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human Design, AI horoscopes. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.
 - [davidmosiah/astral-mcp](https://github.com/davidmosiah/astral-mcp) [![Astral MCP server](https://glama.ai/mcp/servers/davidmosiah/astral-mcp/badges/score.svg)](https://glama.ai/mcp/servers/davidmosiah/astral-mcp) 📇 🏠 🍎 🪟 🐧 - Zero-setup astrology MCP server for natal charts, current transits, synastry, Moon phases and birthplace lookup, with privacy modes for compact agent payloads.
 - [openfate-ai/bazi-mcp](https://github.com/openfate-ai/bazi-mcp) [![openfate-ai/bazi-mcp MCP server](https://glama.ai/mcp/servers/openfate-ai/bazi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/openfate-ai/bazi-mcp) 📇 🏠 🍎 🪟 🐧 - Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar conversion, Da Yun luck cycles, branch interactions, reverse Bazi lookup, and OpenFate calculation metadata. Install: `npx -y @openfate/bazi-mcp`.
@@ -3364,6 +3468,7 @@ Tools for accessing sports-related data, results, and statistics.
 - [NasserAlbusaidi/macrofactor-mcp](https://github.com/NasserAlbusaidi/macrofactor-mcp) [![NasserAlbusaidi/macrofactor-mcp MCP server](https://glama.ai/mcp/servers/NasserAlbusaidi/macrofactor-mcp/badges/score.svg)](https://glama.ai/mcp/servers/NasserAlbusaidi/macrofactor-mcp) 🐍 🏠 🍎 🐧 - Fueling & recovery decision engine combining MacroFactor nutrition data with Garmin training data. Recovery checks, daily briefings, weekly reports, and nutrition-performance correlations over your own local data. Install: `uvx macrofactor-mcp`.
 - [partymola/bosch-flow-mcp](https://github.com/partymola/bosch-flow-mcp) [![partymola/bosch-flow-mcp MCP server](https://glama.ai/mcp/servers/partymola/bosch-flow-mcp/badges/score.svg)](https://glama.ai/mcp/servers/partymola/bosch-flow-mcp) 🐍 ☁️ 🏠 - MCP server for Bosch eBike Flow (Smart System / BES3). Read-only, signs in with your own Bosch account via PKCE. Battery health and charge-cycle trends, components and firmware, live state-of-charge, and per-ride activity data (distance, elevation, power, assist-mode, CO2). Local SQLite cache with auto-sync.
 - [partymola/fitbit-mcp](https://github.com/partymola/fitbit-mcp) [![partymola/fitbit-mcp MCP server](https://glama.ai/mcp/servers/partymola/fitbit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/partymola/fitbit-mcp) 🐍 ☁️ 🏠 - MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto-sync, and trend analysis. Tools for heart rate, activity, exercises, sleep, weight, SpO2, and HRV.
+- [partymola/google-health-mcp](https://github.com/partymola/google-health-mcp) [![partymola/google-health-mcp MCP server](https://glama.ai/mcp/servers/partymola/google-health-mcp/badges/score.svg)](https://glama.ai/mcp/servers/partymola/google-health-mcp) 🐍 ☁️ 🏠 - MCP server for the Google Health API. OAuth with auto-refresh, local SQLite cache with incremental sync, an offline cache-only mode, and trend analysis. Tools for heart rate, activity, exercises, sleep, weight, SpO2, HRV, ECG, and irregular-rhythm notifications.
 - [partymola/withings-mcp](https://github.com/partymola/withings-mcp) [![partymola/withings-mcp MCP server](https://glama.ai/mcp/servers/partymola/withings-mcp/badges/score.svg)](https://glama.ai/mcp/servers/partymola/withings-mcp) 🐍 ☁️ 🏠 - MCP server for the Withings Health API: OAuth, local SQLite cache, and trend analysis for body composition, sleep, activity, workouts, and ECG.
 - [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) 📇 ☁️ - 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) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.
@@ -3432,6 +3537,7 @@ Access to travel and transportation information. Enables querying schedules, rou
 - [Flightmussy/trainrouter-atlas](https://github.com/Flightmussy/trainrouter-atlas) [![Flightmussy/trainrouter-atlas MCP server](https://glama.ai/mcp/servers/Flightmussy/trainrouter-atlas/badges/score.svg)](https://glama.ai/mcp/servers/Flightmussy/trainrouter-atlas) 📇 ☁️ - World train-route atlas for AI assistants — search 744 notable train routes (high-speed, scenic, night trains) and get facts and geometry for each. Hosted at https://trainrouter.com/mcp (Streamable HTTP, no auth); data CC BY 4.0.
 - [forgemeshlabs/travel-agent-mcp](https://github.com/forgemeshlabs/travel-agent-mcp) [![forgemeshlabs/travel-agent-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/travel-agent-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/travel-agent-mcp) 📇 ☁️ - Free travel utilities plus live x402 travel intelligence: $0.01 Travel Pulse disruption and emergency-awareness checks, day trips, weekend getaways, creator experiences, weather-aware planning, mobility options, currency conversion, airport checks, and timing guidance.
 - [forgemeshlabs/travel-mcp](https://github.com/forgemeshlabs/travel-mcp) [![forgemeshlabs/travel-mcp MCP server](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp) 📇 ☁️ - Public travel search workflow MCP server for airport lookup, route comparison, timing guidance, and external booking links through generic travel search providers.
+- [gondola-ai/gondola-mcp](https://github.com/gondola-ai/gondola-mcp) [![gondola-ai/gondola-mcp MCP server](https://glama.ai/mcp/servers/gondola-ai/gondola-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gondola-ai/gondola-mcp) 🎖️ ☁️ - The travel MCP that shows cash and award (points) rates side by side — hotels, flights, and rental cars across every major loyalty program, with cents-per-point valuations, loyalty balance tracking, rate alerts, and direct booking. Remote streamable-http at https://mcp.gondola.ai/mcp, OAuth 2.1, no API key for search. Installs as a Claude Code plugin; also works with Codex, Cursor, Windsurf, VS Code, ChatGPT, and Gemini.
 - [gregoriofraile/gasolineras-mcp](https://github.com/gregoriofraile/gasolineras-mcp) [![gregoriofraile/gasolineras-mcp MCP server](https://glama.ai/mcp/servers/gregoriofraile/gasolineras-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gregoriofraile/gasolineras-mcp) 🐍 ☁️ - Fuel prices at every gas station in Spain, from the Spanish government's open data API. Find a municipality and get its stations sorted by price. No API key, no state, no telemetry.
 - [HemmaBo-se/hemmabo-mcp-server](https://github.com/HemmaBo-se/hemmabo-mcp-server) [![HemmaBo-se/hemmabo-mcp-server MCP server](https://glama.ai/mcp/servers/HemmaBo-se/hemmabo-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/HemmaBo-se/hemmabo-mcp-server) 📇 ☁️ 🎖️ - Host-owned, agent-native direct booking for vacation rentals: agents discover a host's own domain, verify a host-domain signed (VRP · Ed25519/JWKS) stay offer, read live availability and pricing, and book directly at 0% commission. Live endpoint: https://www.hemmabo.com/mcp
 - [haomingkoo/japan-seasons-mcp](https://github.com/haomingkoo/japan-seasons-mcp) [![japan-seasons-mcp MCP server](https://glama.ai/mcp/servers/haomingkoo/japan-seasons-mcp/badges/score.svg)](https://glama.ai/mcp/servers/haomingkoo/japan-seasons-mcp) 📇 ☁️ - Live Japan seasonal travel — cherry blossom forecasts, autumn leaves, flower spots, fruit picking & festivals. 1,700+ GPS-tagged spots from Japan Meteorological Corporation. Updated daily.
@@ -3449,10 +3555,12 @@ Access to travel and transportation information. Enables querying schedules, rou
 - [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) 📇 🐍 - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
 - [PeanutSplash/chelaile-mcp](https://github.com/PeanutSplash/chelaile-mcp) [![PeanutSplash/chelaile-mcp MCP server](https://glama.ai/mcp/servers/PeanutSplash/chelaile-mcp/badges/score.svg)](https://glama.ai/mcp/servers/PeanutSplash/chelaile-mcp) 📇 🏠 🍎 🪟 🐧 - A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data in China — arrival times, vehicle positions, timetables, nearby stops, and transit routing. No login required.
 - [Perufitlife/aviation-mcp](https://github.com/Perufitlife/aviation-mcp) [![Perufitlife/aviation-mcp MCP server](https://glama.ai/mcp/servers/Perufitlife/aviation-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Perufitlife/aviation-mcp) 📇 ☁️ - Live aviation data for AI agents: decoded METAR weather by ICAO, airport & aircraft specs, an aviation glossary, and FAA-style practice questions. Hosted (Streamable HTTP + SSE), no signup.
+- [asokore/pifini-mcp](https://github.com/asokore/pifini-mcp) [![asokore/pifini-mcp MCP server](https://glama.ai/mcp/servers/asokore/pifini-mcp/badges/score.svg)](https://glama.ai/mcp/servers/asokore/pifini-mcp) 📇 ☁️ - Real events, reviewed places, and ticket checkout across the Caribbean & Latin America. Search festivals/carnivals and reviewed restaurants/venues/professionals, read verified reviews, and generate a Stripe-hosted checkout link — humans pay, agents never touch card details. Hosted Streamable HTTP endpoint; read tools need no auth. Listed in the official MCP Registry as `net.pifini/pifini`.
 - [Pradumnasaraf/aviationstack-mcp](https://github.com/Pradumnasaraf/aviationstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
 - [prosperkartik/hostaway-mcp](https://github.com/prosperkartik/hostaway-mcp) [![prosperkartik/hostaway-mcp MCP server](https://glama.ai/mcp/servers/prosperkartik/hostaway-mcp/badges/score.svg)](https://glama.ai/mcp/servers/prosperkartik/hostaway-mcp) 📇 ☁️ - MCP server for the Hostaway property management system (vacation rentals & short-term rentals). 10 read-only tools across listings, reservations, calendar availability, guest conversations, and owner financials.
 - [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates
 - [roamzy-io/mcp-server](https://github.com/roamzy-io/mcp-server) [![roamzy-io/mcp-server MCP server](https://glama.ai/mcp/servers/roamzy-io/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/roamzy-io/mcp-server) 🎖️ 📇 ☁️ - Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB billing in USDT/USDC across TRON, Solana, BSC, Polygon, Optimism, Arbitrum, TON. Anonymous-flow by default — no account required. [npm](https://www.npmjs.com/package/@roamzy/mcp-server)
+- [rsiva2294/madurai-transit-mcp](https://github.com/rsiva2294/madurai-transit-mcp) [![rsiva2294/madurai-transit-mcp MCP server](https://glama.ai/mcp/servers/rsiva2294/madurai-transit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/rsiva2294/madurai-transit-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Model Context Protocol (MCP) server for Madurai CityBus public transit: direct and 1-transfer route planning across 966 bus routes and 3,000 stops, official TNSTC stage fare breakdowns, platform bay departures, and bilingual stop search. Install: `npx -y madurai-transit-mcp`.
 - [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
 - [snenenenenenene/transita-mcp-server](https://github.com/snenenenenenene/transita-mcp-server) [![snenenenenenene/transita-mcp-server MCP server](https://glama.ai/mcp/servers/snenenenenenene/transita-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/snenenenenenene/transita-mcp-server) 📇 ☁️ 🏠 - Visa eligibility matching across 102 immigration pathways in 15 countries. Scores a profile (citizenship, education, work history, income, goal) against official government criteria — points thresholds, salary floors, language requirements — and returns ranked matches with processing times, fees, PR timelines and links to the official source. Also compares pathways side-by-side and reports live intake status for round-based programmes (Express Entry, Australia SkillSelect). Remote endpoint https://transita.app/api/mcp, no key required, or `npx @transita/mcp-server`.
 - [SoapyRED/freightutils-mcp](https://github.com/SoapyRED/freightutils-mcp) [![SoapyRED/freightutils-mcp MCP server](https://glama.ai/mcp/servers/SoapyRED/freightutils-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SoapyRED/freightutils-mcp) 📇 ☁️ - 17 freight calculation and reference tools — ADR dangerous goods, HS codes, LDM/CBM/chargeable weight calculators, duty estimation, airline codes, UN/LOCODE, and more. Free REST APIs + MCP server.
@@ -3475,6 +3583,7 @@ Interact with Git repositories and version control platforms. Enables repository
 - [costajohnt/oss-autopilot](https://github.com/costajohnt/oss-autopilot) [![costajohnt/oss-autopilot MCP server](https://glama.ai/mcp/servers/costajohnt/oss-autopilot/badges/score.svg)](https://glama.ai/mcp/servers/costajohnt/oss-autopilot) 📇 ☁️ 🏠 🍎 🪟 🐧 - Open source contribution manager with PR tracking across repos, issue discovery, CI failure diagnosis, and maintainer response drafting. Available as CLI, MCP server, and Claude Code plugin.
 - [daniloneto/bitbucket-mcp](https://github.com/daniloneto/bitbucket-mcp) [![daniloneto/bitbucket-mcp MCP server](https://glama.ai/mcp/servers/daniloneto/bitbucket-mcp/badges/score.svg)](https://glama.ai/mcp/servers/daniloneto/bitbucket-mcp) 📇 ☁️ - MCP server for Bitbucket Cloud focused on pull-request review — read PRs, diffs, comments, commits, files and the repo tree; post inline/general comments, approve, or request changes. Uses Atlassian API tokens (stdio).
 - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration
+- [Doucs91/hivelore](https://github.com/Doucs91/hivelore) [![Doucs91/hivelore MCP server](https://glama.ai/mcp/servers/Doucs91/hivelore/badges/score.svg)](https://glama.ai/mcp/servers/Doucs91/hivelore) 📇 🏠 - Deterministic policy gate for agent-written code: briefs agents with the team's repo-specific rules, then blocks any commit whose diff reintroduces a documented mistake — validated regex/AST/test guards enforced in Git hooks and CI.
 - [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP.
 - [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more.
 - [gitopia/gitopia-mcp-server](https://github.com/gitopia/gitopia-mcp-server) [![Gitopia MCP Server](https://glama.ai/mcp/servers/gitopia/gitopia-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/gitopia/gitopia-mcp-server) 🏎️ 🏠 🍎 🪟 🐧 - Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos, issues, PRs, labels, releases, bounties, and DAO proposals. Auto-wallet on first use, trust tiers, and approval mode for human-in-the-loop. Go binary or Docker.
@@ -3483,6 +3592,7 @@ Interact with Git repositories and version control platforms. Enables repository
 - [JaviMaligno/mcp-server-bitbucket](https://github.com/JaviMaligno/mcp-server-bitbucket) 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.
 - [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
 - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects.
+- [madeinplutofabio/vibe-revert](https://github.com/madeinplutofabio/vibe-revert) [![madeinplutofabio/vibe-revert MCP server](https://glama.ai/mcp/servers/madeinplutofabio/vibe-revert/badges/score.svg)](https://glama.ai/mcp/servers/madeinplutofabio/vibe-revert) 📇 🏠 🍎 🪟 🐧 - Local safety layer for vibe coding and AI agents. MCP tools expose deterministic risk checks, sessions, checkpoints, policy inspection, and fix prompts; the companion CLI can restore project files, including uncommitted work, to their pre-session state. No LLM judges risk.
 - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories
 - [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations
 - [mshegolev/gitlab-ci-mcp](https://github.com/mshegolev/gitlab-ci-mcp) [![mshegolev/gitlab-ci-mcp MCP server](https://glama.ai/mcp/servers/mshegolev/gitlab-ci-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mshegolev/gitlab-ci-mcp) 🐍 ☁️ 🏠 - GitLab CI/CD — pipelines, jobs, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted); published on PyPI and in the MCP Registry.
@@ -3529,10 +3639,12 @@ Interact with Git repositories and version control platforms. Enables repository
 - [drzamarian/n8n-mcp-community](https://github.com/drzamarian/n8n-mcp-community) [![drzamarian/n8n-mcp-community MCP server](https://glama.ai/mcp/servers/drzamarian/n8n-mcp-community/badges/score.svg)](https://glama.ai/mcp/servers/drzamarian/n8n-mcp-community) 📇 🏠 - Security-focused MCP server for self-hosted n8n Community Edition: 44 bounded tools for workflows, executions, credentials, tags, and diagnostics, read-only by default, with no external AI calls.
 - [ellmos-ai/n8n-manager-mcp](https://github.com/ellmos-ai/n8n-manager-mcp) [![ellmos-ai/n8n-manager-mcp MCP server](https://glama.ai/mcp/servers/ellmos-ai/n8n-manager-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ellmos-ai/n8n-manager-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for managing n8n workflows through AI assistants, including workflow CRUD, synchronization, inspection, and execution support.
 - [ernestocorona/kanboard-mcp](https://github.com/ErnestoCorona/kanboard-mcp) [![ErnestoCorona/kanboard-mcp MCP server](https://glama.ai/mcp/servers/ErnestoCorona/kanboard-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ErnestoCorona/kanboard-mcp) 📇 🏠 🍎 🪟 🐧 - TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project routing via `.kanboard.yaml`. 37 tools, 982 unit tests, Docker multi-arch on GHCR, provenance-signed npm releases via OIDC, Diátaxis-structured docs, MIT licensed.
+- [EveryPageApp/everypage-mcp](https://github.com/EveryPageApp/everypage-mcp) [![EveryPageApp/everypage-mcp MCP server](https://glama.ai/mcp/servers/EveryPageApp/everypage-mcp/badges/score.svg)](https://glama.ai/mcp/servers/EveryPageApp/everypage-mcp) 🎖️ 📇 🏠 🍎 🪟 🐧 - Official MCP server for [EveryPage](https://everypage.co): upload PDFs, mint trackable share links, and read page-by-page readership analytics (who read, how far, how long) from any MCP client. `npx -y everypage-mcp`
 - [OurThinkTank/founders-os](https://github.com/OurThinkTank/founders-os) [![OurThinkTank/founders-os MCP server](https://glama.ai/mcp/servers/OurThinkTank/founders-os/badges/score.svg)](https://glama.ai/mcp/servers/OurThinkTank/founders-os) 📇 🏠 - Self-hosted business context for your AI client: CRM, check points, automation triggers, financial ledger, tasks, playbooks, news feeds, projects, and semantic memory in one MCP server. Ask one question and it reads your CRM and books together. Your data stays in your own database. MIT licensed.
 - [foxintheloop/UpTier](https://github.com/foxintheloop/UpTier) 📇 🏠 🪟 - Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows.
 - [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) 🐍 ☁️ 🎖️ - 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) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
+- [Grey-Iris/easy-notion-mcp](https://github.com/Grey-Iris/easy-notion-mcp) [![Grey-Iris/easy-notion-mcp MCP server](https://glama.ai/mcp/servers/Grey-Iris/easy-notion-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Grey-Iris/easy-notion-mcp) 📇 ☁️ 🍎 🪟 🐧 - Markdown-first MCP server that connects AI agents to Notion. Agents write markdown: easy-notion-mcp converts it to Notion's block API and back again. 43 tools, ~6-7x fewer response tokens vs official Notion MCP, documented round-trip support.
 - [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) 📇 🏠 🍎 🪟 🐧 - 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) 🐍 ☁️ 🍎 🪟 🐧 - 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) 📇 ☁️ 🍎 🪟 🐧 - 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.
@@ -3551,7 +3663,9 @@ Interact with Git repositories and version control platforms. Enables repository
 - [minhhq-a1/odoo-pulse](https://github.com/minhhq-a1/odoo-pulse) [![minhhq-a1/odoo-pulse MCP server](https://glama.ai/mcp/servers/minhhq-a1/odoo-pulse/badges/score.svg)](https://glama.ai/mcp/servers/minhhq-a1/odoo-pulse) 🐍 ☁️ - An AI Business Analyst for Odoo ERP: one-call reports with a verdict (business_pulse, pipeline_review, receivables_health, inventory_risk, sales_snapshot, absence_overview) over the XML-RPC API.
 - [mnoomnoo/resume-mcp-server](https://github.com/mnoomnoo/resume-mcp-server) [![mnoomnoo/resume-mcp-server MCP server](https://glama.ai/mcp/servers/mnoomnoo/resume-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/mnoomnoo/resume-mcp-server) 🐍 🏠 🪟 🐧 - MCP server for searching and retrieving structured information from local resume and job application documents (.docx, .pdf, .md, .txt) with auto hot-reload. 21 tools for full-text search and filtering by skill, company, and education, plus structured extraction of work experience, achievements, badge skills, and side projects. `pip install resume-mcp-server`
 - [moro3k/mcp-altegio](https://github.com/moro3k/mcp-altegio) 📇 ☁️ - MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.
+- [nometalalchemist/KitchenSink4Word](https://github.com/nometalalchemist/KitchenSink4Word) [![nometalalchemist/KitchenSink4Word MCP server](https://glama.ai/mcp/servers/nometalalchemist/KitchenSink4Word/badges/score.svg)](https://glama.ai/mcp/servers/nometalalchemist/KitchenSink4Word) 🐍 🏠 🍎 🪟 🐧 - Everything plus the kitchen sink for Microsoft Word: 170 tools for .docx editing including live editing of open documents, merge-aware tables, citations/footnotes/TOC, tracked-changes writing, mail merge, redaction, accessibility audits, LaTeX equations, Zotero integration, and publication style conversion. Windows for live/COM features; the file-based majority is cross-platform. `pip install kitchensink4word`
 - [io.github.opsconduit/jobber-mcp](https://github.com/opsconduit/jobber-mcp) [![opsconduit/jobber-mcp MCP server](https://glama.ai/mcp/servers/opsconduit/jobber-mcp/badges/score.svg)](https://glama.ai/mcp/servers/opsconduit/jobber-mcp) 📇 ☁️ 🏠 - Customer-hosted, read-only MCP server for Jobber operations queries: owner action lists, overdue invoices, stale requests, estimates, jobs, and safe read-only GraphQL validation.
+- [pdfops/pdfops-mcp](https://github.com/pdfops/pdfops-mcp) [![pdfops-mcp MCP server](https://glama.ai/mcp/servers/pdfops/pdfops-mcp/badges/score.svg)](https://glama.ai/mcp/servers/pdfops/pdfops-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Deterministic PDF tools for agents: inspect AcroForm fields, fill forms, merge PDFs, and generate invoice PDFs. Tools take file paths, so PDF bytes never transit model context; the same input produces byte-identical output. Keyless free tier. Install: `npx -y pdfops-mcp`.
 - [poolside-ventures/meetbot-mcp](https://github.com/poolside-ventures/meetbot-mcp) [![poolside-ventures/meetbot-mcp MCP server](https://glama.ai/mcp/servers/poolside-ventures/meetbot-mcp/badges/score.svg)](https://glama.ai/mcp/servers/poolside-ventures/meetbot-mcp) 🎖️ 📇 ☁️ - Meet.bot: scheduling for AI agents. Check real calendar availability and book meetings on connected Google/Microsoft calendars. Pay per meeting booked, not per seat.
 - [prompeteer/prompeteer-mcp](https://github.com/prompeteer/prompeteer-mcp) [![prompeteer-mcp MCP server](https://glama.ai/mcp/servers/@prompeteer/prompeteer-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@prompeteer/prompeteer-mcp) 📇 ☁️ - Generate A+ prompts for ChatGPT, Claude, Midjourney, and 130+ AI platforms. Score quality across 16 dimensions and manage your prompt library with PromptDrive.
 - [proompteng/bilig](https://github.com/proompteng/bilig) [![proompteng/bilig MCP server](https://glama.ai/mcp/servers/proompteng/bilig/badges/score.svg)](https://glama.ai/mcp/servers/proompteng/bilig) 📇 🏠 - Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON persistence, and verified readback from TypeScript services.
@@ -3606,6 +3720,7 @@ Interact with Git repositories and version control platforms. Enables repository
 - [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - ₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
 - [AIDataNordic/Food-Recipe-MCP](https://github.com/AIDataNordic/Food-Recipe-MCP) [![Food Recipe MCP server](https://glama.ai/mcp/servers/AIDataNordic/Food-Recipe-MCP/badges/score.svg)](https://glama.ai/mcp/servers/AIDataNordic/Food-Recipe-MCP) 🐍 ☁️ 🍎 🪟 🐧 - Semantic search across 50,000+ Food.com recipes with hybrid dense+sparse retrieval and cross-encoder reranking. Filter by diet, cooking time and difficulty. Live remote endpoint available.
 - [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Allows the AI to read from your Bear Notes (macOS only)
+- [bguillow-rgb/perfume-picks-mcp](https://github.com/bguillow-rgb/perfume-picks-mcp) [![bguillow-rgb/perfume-picks-mcp MCP server](https://glama.ai/mcp/servers/bguillow-rgb/perfume-picks-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bguillow-rgb/perfume-picks-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Read-only access to the Perfume Picks fragrance database: search 13,000+ scents with note pyramids and accords, find curated dupes with match percentages, compare fragrances, and get wear suggestions scored with community compliment and office-safety data. Zero-config `npx -y perfume-picks-mcp`; remote streamable-HTTP endpoint also available.
 - [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
 - [altinoren/utopia](https://github.com/altinoren/Utopia) #️⃣ 🏠 - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
 - [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) 📇 ☁️ - Use Amazon Nova Canvas model for image generation.