LucasSantana-Dev/shelfmark

Local hybrid retrieval (BM25 + embeddings) for agent memory & code, in one SQLite file. No cloud, no services. MCP server included for Claude Code and other agents.

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shelfmark-rag

LucasSantana-Dev/shelfmark

MCP server Claude CodeCodexCursor

Local hybrid retrieval (BM25 + embeddings + RRF) for agent memory and codebases — one SQLite file, MCP server included. Runs locally from the shelfmark-rag Python package.

1 20d ago A tokens not measured original MIT