minirag-mcp

active

Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB. Nothing leaves your machine.

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/sfrangulov/minirag-mcp
License: MIT
Last update: 2026-11-06
GitHub stars: ★ 60

bm25 claude-code embeddings fastembed fastmcp hybrid-search lancedb local-first mcp mcp-server model-context-protocol multilingual

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.