MCP-Ragdocs
Rank #12,379glama/qpd-v/mcp-ragdocs
A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
What you can do with MCP-Ragdocs
MCP-Ragdocs is a Model Context Protocol (MCP) server published by qpd-v. It ranks #12,379 of 144,396 active servers on MCP Toplist, and its repository has 136 GitHub stars. MCP-Ragdocs is listed across 2 registries — Glama and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on Dec 13, 2024.
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-Ragdocs 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-Ragdocs
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MCP-Ragdocs 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
- MCP Web Research Server#14,781
- MCP-Guide#16,311
- MCP-Communicator-Telegram#18,616
- mcp-image-downloader#27,502
- MCP Word Counter#33,661
- MCP Server Manager#79,220
- File Deletion#79,303
No task-specific alternatives are catalogued for MCP-Ragdocsyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 13, 2024
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 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 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain MCP-Ragdocs? to correct or enrich this profile.
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 132,017 of 144,396 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%2Fqpd-v%2Fmcp-ragdocs)<a href="https://mcptoplist.com/server/glama%2Fqpd-v%2Fmcp-ragdocs"><img src="https://mcptoplist.com/badge/glama%2Fqpd-v%2Fmcp-ragdocs.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP-Ragdocs?
- MCP-Ragdocs is maintained by qpd-v, which publishes 8 MCP servers tracked on MCP Toplist.
- Is MCP-Ragdocs listed on the Official MCP Registry?
- MCP-Ragdocs is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does MCP-Ragdocs have?
- Version information is unavailable for MCP-Ragdocs: 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-Ragdocs?
- The source code for MCP-Ragdocs is hosted at github.com/qpd-v/mcp-ragdocs.
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.