andrea9293/mcp-documentation-server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides
Implements the Model Context Protocol (MCP) as a TypeScript server with hybrid search (full-text + vector similarity) powered by the embedded Orama database, eliminating external dependencies. Uses parent-child document chunking with local embeddings via Transformers.js, an LRU cache to avoid recomputing embeddings, and optional Google Gemini integration for AI-powered semantic analysis. Includes an auto-launching web UI dashboard and supports file streaming for large documents without high memory overhead.
293 stars. Available on npm.
Stars
293
Forks
34
Language
TypeScript
License
MIT
Category
Last pushed
Mar 02, 2026
Commits (30d)
0
Dependencies
15
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