GitMCP is an open-source Model Context Protocol server that transforms any GitHub project into a documentation hub accessible by AI coding assistants. It works by indexing repository contents and exposing them via the MCP protocol, allowing LLMs like Claude or Cursor to retrieve accurate code context without hallucinating. The server runs remotely and can serve multiple AI clients, supporting both specific repositories and wildcard patterns.