docs-mcp-server and git-mcp
About docs-mcp-server
arabold/docs-mcp-server
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
Fetches documentation from websites, GitHub, npm, PyPI, and local files, then indexes it with optional semantic vector search for AI-grounded queries—eliminating hallucinations by providing version-specific context. Implements MCP (Model Context Protocol) with SSE transport for long-running server mode or standalone CLI/Agent Skills, supporting 90+ file formats including PDFs, code repositories, and Jupyter notebooks. Runs entirely local with optional embedding models (OpenAI, Ollama, Gemini) for enhanced search quality.
About git-mcp
idosal/git-mcp
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
# Technical Summary Operates as a cloud-hosted MCP server using SSE transport, exposing tools for smart document retrieval and code search across GitHub repositories and Pages sites. Supports both repository-specific endpoints and a dynamic generic server that lets AI assistants query any repo on-demand. Integrates directly with Cursor, Claude Desktop, VSCode, Windsurf, Cline, and other AI IDEs through standard MCP configuration, eliminating the need for local installation or authentication while maintaining privacy through query-free operation.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work