RAG-MCP
Rank #92,304glama/RITIKA-SHARMAA/MCP-RAG
Gives an LLM client BM25 keyword search over a local corpus of Markdown and text files, letting it find ranked passages, fetch exact chunks with source offsets, read whole documents, and list what was indexed. It runs entirely locally over stdio with an in-memory index, calling no model and requiring no API key.
RAG-MCP is a Model Context Protocol (MCP) server published by RITIKA-SHARMAA. It ranks #92,304 of 137,492 servers tracked on MCP Toplist. RAG-MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 13, 2026.
Ranks ahead of 45,188 of 137,492 servers on MCP Toplist.
Use RAG-MCP
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FRITIKA-SHARMAA%2FMCP-RAG)<a href="https://mcptoplist.com/server/glama%2FRITIKA-SHARMAA%2FMCP-RAG"><img src="https://mcptoplist.com/badge/glama%2FRITIKA-SHARMAA%2FMCP-RAG.svg" alt="MCP Toplist: #92,304 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
RITIKA-SHARMAA
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 RAG-MCP?
- RAG-MCP is maintained by RITIKA-SHARMAA, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is RAG-MCP listed on the Official MCP Registry?
- RAG-MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does RAG-MCP have?
- RAG-MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for RAG-MCP?
- The source code for RAG-MCP is hosted at github.com/RITIKA-SHARMAA/MCP-RAG.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.