grounded-rag-mcp
grounded-rag-mcp is an open-source MCP server that provides grounded, cited retrieval over user-owned documents. It combines BM25 and dense retrieval, cross-encoder reranking, and built-in evaluation for developers integrating retrieval into LLM hosts.
Overview
8 featuresIn the RAG, search & retrieval space, grounded-rag-mcp takes a focused approach. It focuses on retrieving relevant, verifiable information from private documents without unsupported LLM answers. grounded-rag-mcp is an open-source project aimed at developers building grounded LLM and RAG applications. The project is open source (MIT). It runs on the command line and API, and it can be self-hosted.
Chetan1521 builds and maintains grounded-rag-mcp, and it first shipped in 2026. Development happens publicly on GitHub with 1 commit in the last 90 days. Key capabilities include hybrid retrieval, BM25 search, and dense retrieval. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
- Hybrid retrieval
- BM25 search
- Dense retrieval
- Cross-encoder reranking
- Cited answers
- Document indexing
- Built-in evaluation
- MCP server
Built with & integrations
- Claude Code
- commit e7c64a0decf2 · since Sept 2026
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed10 Sept · 14:09 UTCgrounded-rag-mcp verified via PyPI Fresh FeedSource: PyPI Fresh Feed · Open
Frequently asked questions about grounded-rag-mcp
- What does grounded-rag-mcp do?
- Grounded-rag-mcp focuses on retrieving relevant, verifiable information from private documents without unsupported LLM answers. It is catalogued under RAG, search & retrieval on PulseGate.
- Who is grounded-rag-mcp for?
- grounded-rag-mcp is an open-source project built for developers building grounded LLM and RAG applications.
- Does grounded-rag-mcp have a free plan?
- Yes — grounded-rag-mcp is open source under the MIT license and free to use.
- What platforms does grounded-rag-mcp run on?
- grounded-rag-mcp runs on the command line and API. It can also be self-hosted.
- Is grounded-rag-mcp still maintained?
- The GitHub repository shows 1 commit in the last 90 days.
- What projects are similar to grounded-rag-mcp?
- Similar projects tracked by PulseGate include minirag-mcp, rag-mcp, and mcp-local-rag.minirag-mcprag-mcpmcp-local-rag
- Who makes grounded-rag-mcp?
- grounded-rag-mcp is developed by Chetan1521.
- When did grounded-rag-mcp launch?
- grounded-rag-mcp first shipped in 2026.
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