RAG MCP Server
Rank #45,902glama/NSANTRA/RAG-MCP-Server
Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.
RAG MCP Server is a Model Context Protocol (MCP) server published by nsantra. It ranks #45,902 of 137,492 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. RAG MCP Server is listed across 2 registries — Glama and PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Oct 22, 2025.
Ranks ahead of 91,590 of 137,492 servers on MCP Toplist.
Use RAG MCP Server
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%2FNSANTRA%2FRAG-MCP-Server)<a href="https://mcptoplist.com/server/glama%2FNSANTRA%2FRAG-MCP-Server"><img src="https://mcptoplist.com/badge/glama%2FNSANTRA%2FRAG-MCP-Server.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
nsantra
Not versioned
This server is published through registries that do 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 Server?
- RAG MCP Server is maintained by nsantra, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is RAG MCP Server listed on the Official MCP Registry?
- RAG MCP Server is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does RAG MCP Server have?
- RAG MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for RAG MCP Server?
- The source code for RAG MCP Server is hosted at github.com/nsantra/rag-mcp-server.
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.