rag-tutor
Rank #150,906glama/villadalmine/rag-tutor
Enables external AI agents to query and retrieve context from locally ingested technical books through native function-calling tools, with hybrid search, reranking, and optional GraphRAG traversal.
What you can do with rag-tutor
rag-tutor is a Model Context Protocol (MCP) server published by villadalmine. It ranks #150,906 of 153,003 active servers on MCP Toplist. rag-tutor is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Oct 20, 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 rag-tutor 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 rag-tutor
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 20, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect rag-tutor 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 rag-tutoryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 20, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 20, 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 20, 2026
- Glama ↗listed since Oct 20, 2026 · still listed
Do you maintain rag-tutor? 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 2,097 of 153,003 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%2Fvilladalmine%2Frag-tutor)<a href="https://mcptoplist.com/server/glama%2Fvilladalmine%2Frag-tutor"><img src="https://mcptoplist.com/badge/glama%2Fvilladalmine%2Frag-tutor.svg" alt="MCP Toplist: #150,906 of 153,003" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains rag-tutor?
- rag-tutor is maintained by villadalmine, which publishes 2 MCP servers tracked on MCP Toplist.
- Is rag-tutor listed on the Official MCP Registry?
- rag-tutor is not on the Official MCP Registry. It is listed on Glama.
- How many versions does rag-tutor have?
- Version information is unavailable for rag-tutor: 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 rag-tutor?
- The source code for rag-tutor is hosted at github.com/villadalmine/rag-tutor.
Do you run this server?
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