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knowledge-rag

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 28 MCP tools. Runs entirely offline with zero external servers.

Python Local macOSWindowsLinux
★ 283 stars Last pushed 2026-09-22 License: MIT

Topics: Knowledge & Memory

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See the repository for installation instructions: https://github.com/lyonzin/knowledge-rag

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)