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.
Latest release v1.0.0 — v1.0.0 — Document labels (type, project, date) · 22 Oct 2026
5 files for Claude Code, Codex and OpenCode: PreCompact, SessionStart, minirag-mcp, minirag-mcp AGENTS.md and 1 more — 2,942 tokens loaded in every session.
AGENTS.md C 973 tok CLAUDE.md A 1,969 tok .claude/settings.json A — .claude/settings.json A — .claude/settings.json A — These files are sfrangulov/minirag-mcp's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.