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IvenKooLab/loci

Name: IvenKooLab/loci
Availability: InStock
Author: Various

by Various

A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no L

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MCP

IvenKooLab/loci

Added 9 Oct 2026

#ai-agents #bm25 #chromadb #cross-ide #embeddings #feedback-loop #incremental-indexing #knowledge-base

Overview

A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.

How to use

Install

pip install "loci-rag[pdf,docx]"   # optional extras: PDF w/ tables, Word documents

Tools exposed

serve-http
Multi-user

Tested with

Claude Desktop, Claude Code, Cursor, Cline, ChatGPT

Notes

A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.

100 stars on GitHub. Last updated 2026-10-04. Licensed MIT.

Indexed from awesome-mcp-servers-punkpeye. Verified against the live GitHub repo.

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