knowledge-rag

active

Local RAG server for Claude Code, Cursor and other MCP clients: hybrid BM25 + vector search with cross-encoder reranking on by default, 13 MCP tools, 33 file types including code, re-indexing on file changes. One Python process with embedded ChromaDB and FastEmbed ONNX: no Docker, database server or API key; offline after the first model download.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/lyonzin/knowledge-rag
Package: npm: knowledge-rag
Run (stdio): npx -y knowledge-rag
The usual command for this package registry; check the repository README for required settings.
License: MIT
Last update: 2026-11-15
GitHub stars: ★ 306
Homepage: pypi.org/project/knowledge-rag/

antigravity bm25 chromadb claude-code codex cross-encoder cursor fastembed hybrid-search knowledge-base local-ai local-first

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.