minirag-mcp
minirag-mcp is a Python-based local RAG server and CLI that indexes and searches user documents using semantic retrieval combined with BM25 keyword boosting. It supports MCP tools, multilingual embeddings, LanceDB storage, and ingestion of multiple document formats while keeping data on the user's machine.
Overview
9 featuresIn the RAG, search & retrieval space, minirag-mcp takes a focused approach. It focuses on searching and retrieving relevant information from personal documents without sending them to a cloud service. It is built as an open-source project for developers and privacy-conscious users building local document search workflows. The project is open source (Open Source). It runs on the web, the command line, and API, and it can be self-hosted.
Behind minirag-mcp is sfrangulov. Among its 9 catalogued features are Hybrid Search, Semantic Search, and BM25 Boosting. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
- Hybrid Search
- Semantic Search
- BM25 Boosting
- MCP Tools
- CLI Interface
- Document Ingestion
- Multilingual Embeddings
- LanceDB Storage
- Local Processing
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed7 Sept · 11:43 UTCio.github.sfrangulov/minirag-mcp verified via MCP Registry (official)Source: MCP Registry (official) · Open
Frequently asked questions about minirag-mcp
- What does minirag-mcp do?
- Minirag-mcp focuses on searching and retrieving relevant information from personal documents without sending them to a cloud service. It is catalogued under RAG, search & retrieval on PulseGate.
- Who is minirag-mcp for?
- minirag-mcp is an open-source project built for developers and privacy-conscious users building local document search workflows.
- Does minirag-mcp have a free plan?
- Yes — minirag-mcp is open source under the Open Source license and free to use.
- What platforms does minirag-mcp run on?
- minirag-mcp runs on the web, the command line, and API. It can also be self-hosted.
- Is minirag-mcp still maintained?
- Unverified. minirag-mcp has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to minirag-mcp?
- Similar projects tracked by PulseGate include mcp-local-rag, rag-mcp, and Scholar RAG MCP.mcp-local-ragrag-mcpScholar RAG MCP
- Who makes minirag-mcp?
- minirag-mcp is developed by sfrangulov.
- Is minirag-mcp open source?
- Yes — minirag-mcp is open source under the Open Source license.
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