RagDocs MCP Server
Rank #116,001glama/mcpflow/ragdocs
Enables semantic search and management of documentation through vector similarity using Qdrant and Ollama/OpenAI embeddings.
What you can do with RagDocs MCP Server
RagDocs MCP Server is a Model Context Protocol (MCP) server published by mcpflow. It ranks #116,001 of 150,963 active servers on MCP Toplist. RagDocs MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on May 30, 2026.
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 RagDocs MCP 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 RagDocs MCP 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 Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect RagDocs MCP 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
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- ntropy-mcp#116,000
- sourcesage#116,002
No task-specific alternatives are catalogued for RagDocs MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 30, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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
- Oct 22, 2026
- Glama ↗listed since Jun 1, 2026 · still listed
Do you maintain RagDocs MCP Server? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does 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 34,962 of 150,963 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%2Fmcpflow%2Fragdocs)<a href="https://mcptoplist.com/server/glama%2Fmcpflow%2Fragdocs"><img src="https://mcptoplist.com/badge/glama%2Fmcpflow%2Fragdocs.svg" alt="MCP Toplist: #116,001 of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains RagDocs MCP Server?
- RagDocs MCP Server is maintained by mcpflow, which publishes 24 MCP servers tracked on MCP Toplist.
- Is RagDocs MCP Server listed on the Official MCP Registry?
- RagDocs MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does RagDocs MCP Server have?
- Version information is unavailable for RagDocs MCP 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 RagDocs MCP Server?
- The source code for RagDocs MCP Server is hosted at github.com/mcpflow/ragdocs.
Do you run this server?
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