🔍代码审查 / GitHub MCP 推荐

Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.

Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.

GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.

MCP server for Telegram userbot — messages, media, reactions, polls & more. Built on GramJS/MTProto.

MCP server for developer documentation, generated by doc2mcp.

Catch AI-hallucinated (slopsquatted) npm imports in generated code before npm install.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Design-to-code artifact pipeline for UI screenshots, Figma node data, and visual review.

Public Data Ukraine Mcp connects AI agents to real public APIs via MCP. Tools include

Read-only access to your CodeMouse accounts, repositories, and AI pull-request reviews.

Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

Text Intelligence delivers robust NLP capabilities without the hassle of authentication or

Transform your data analysis with our Data Compute & Stats Bot. Effortlessly calculate descriptive

Search engine for AI agents to find MCP servers, A2A agents, and skills on their own.

Privacy-first OSINT scanner: breaches, credentials, Shodan, username sweep. Scored PDF report.

Discover what websites across the agentic web can do — query the capabilities.txt registry.

Multi-account Gmail MCP server — read, search, draft, and label across every inbox.

NYPL Digital Collections MCP.

Trove MCP.

DigitalNZ MCP.

eBay Browse API MCP server — buy-side listing search and price intelligence.

Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

Adams County GIS — Adams County, Colorado open geospatial data (ArcGIS).

City of Carlsbad GIS — Carlsbad, California open geospatial data (ArcGIS).

City of Lubbock GIS — Lubbock, Texas open geospatial data (ArcGIS).

City of Asheville GIS — Asheville, North Carolina open geospatial data (ArcGIS).

Indian River County GIS — Indian River County, Florida open geospatial data (ArcGIS).

City of Puyallup GIS — Puyallup, Washington open geospatial data (ArcGIS).

City of Sarasota GIS — Sarasota, Florida open geospatial data (ArcGIS).

City of Roanoke GIS — Roanoke, Virginia open geospatial data (ArcGIS).

Linn County GIS — Linn County, Iowa open geospatial data (ArcGIS).

Palm Beach County GIS — Palm Beach County, Florida open geospatial data (ArcGIS).

City of Onkaparinga GIS — Onkaparinga, South Australia open geospatial data (ArcGIS).

City of San Jose GIS — San Jose, California open geospatial data (ArcGIS).

City of Peterborough GIS — Peterborough, Ontario (Canada) open geospatial data (ArcGIS).

City of Longview GIS — Longview, Texas open geospatial data (ArcGIS).

City of Centennial GIS — Centennial, Colorado open geospatial data (ArcGIS).

Honolulu GIS — Honolulu, Hawaii open geospatial data (ArcGIS).

Prince William County GIS — Prince William County, Virginia open geospatial data (ArcGIS).

City of Detroit GIS — Detroit, Michigan open geospatial data (ArcGIS).

Marion County GIS — Marion County, Oregon open geospatial data (ArcGIS).

Pima County GIS — Pima County, Arizona open geospatial data (ArcGIS).

Allegheny County GIS — Allegheny County, Pennsylvania open geospatial data (ArcGIS).

Washington County GIS — Washington County, Minnesota open geospatial data (ArcGIS).

City of Albuquerque GIS — Albuquerque, New Mexico open geospatial data (ArcGIS).

Lee County GIS — Lee County, Florida open geospatial data (ArcGIS).