retrieval-only-RAG
Rank #116,126glama/rspraneeth/retrieval-only-RAG
An MCP server that retrieves relevant PDF chunks via local embeddings and returns them to IDE agents (Cursor, Kiro, Claude Code) for answer generation.
retrieval-only-RAG is a Model Context Protocol (MCP) server published by rspraneeth. It ranks #116,126 of 137,138 servers tracked on MCP Toplist. retrieval-only-RAG is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 24, 2026.
Ranks ahead of 21,012 of 137,138 servers on MCP Toplist.
Use retrieval-only-RAG
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Frspraneeth%2Fretrieval-only-RAG)<a href="https://mcptoplist.com/server/glama%2Frspraneeth%2Fretrieval-only-RAG"><img src="https://mcptoplist.com/badge/glama%2Frspraneeth%2Fretrieval-only-RAG.svg" alt="MCP Toplist: #116,126 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
rspraneeth
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains retrieval-only-RAG?
- retrieval-only-RAG is maintained by rspraneeth, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is retrieval-only-RAG listed on the Official MCP Registry?
- retrieval-only-RAG is not on the Official MCP Registry. It is listed on Glama.
- How many versions does retrieval-only-RAG have?
- retrieval-only-RAG ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for retrieval-only-RAG?
- The source code for retrieval-only-RAG is hosted at github.com/rspraneeth/retrieval-only-RAG.
Do you run this server?
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