mcp-rag-server
Rank #25,779glama/kwanLeeFrmVi/mcp-rag-server
An MCP server that indexes documents and serves relevant context to LLMs via Retrieval Augmented Generation (RAG).
What you can do with mcp-rag-server
mcp-rag-server is a Model Context Protocol (MCP) server published by kwanLeeFrmVi. It ranks #25,779 of 173,664 active servers on MCP Toplist, and its repository has 36 GitHub stars. mcp-rag-server is listed across 2 registries — mcp.so and Glama; no version information is available from the registries that list it or from its repository. It was first listed on Apr 3, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What mcp-rag-server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using mcp-rag-server
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by mcp.so, last synced Nov 12, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect mcp-rag-server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for mcp-rag-serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 3, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by mcp.so, last synced Nov 12, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 12, 2026
Do you maintain mcp-rag-server? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 147,885 of 173,664 servers on MCP Toplist.
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%2FkwanLeeFrmVi%2Fmcp-rag-server)<a href="https://mcptoplist.com/server/glama%2FkwanLeeFrmVi%2Fmcp-rag-server"><img src="https://mcptoplist.com/badge/glama%2FkwanLeeFrmVi%2Fmcp-rag-server.svg" alt="MCP Toplist: Top 25% of 173,664" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mcp-rag-server?
- mcp-rag-server is maintained by kwanLeeFrmVi, which publishes 3 MCP servers tracked on MCP Toplist.
- Is mcp-rag-server listed on the Official MCP Registry?
- mcp-rag-server is not on the Official MCP Registry. It is listed on mcp.so and Glama.
- How many versions does mcp-rag-server have?
- Version information is unavailable for mcp-rag-server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for mcp-rag-server?
- The source code for mcp-rag-server is hosted at github.com/kwanLeeFrmVi/mcp-rag-server.
Do you run this server?
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