GitMCP

GitMCP instantly converts any public GitHub repository into a Model Context Protocol (MCP) server for AI assistants.

GitMCP is a free, open-source service providing instant, zero-configuration Model Context Protocol (MCP) servers for any public GitHub repository or GitHub Pages site. The core function is simple: replace `github.com` with `gitmcp.io` in a repository URL (e.g., `gitmcp.io/owner/repo`) to create a dedicated MCP endpoint. This enables AI tools (like Cursor, Claude, or Windsurf) to intelligently access up-to-date project documentation and code context. By leveraging semantic search and vector embeddings, GitMCP ensures efficient information retrieval, significantly reducing code hallucinations and improving AI response accuracy across a standardized interface.

https://gitmcp.io/