MCP Analyst
Rank #27,643glama/unravel-team/mcp-analyst
Enables Claude to analyze local CSV or Parquet files, handling larger datasets without uploading full files.
What you can do with MCP Analyst
MCP Analyst is a Model Context Protocol (MCP) server published by unravel-team. It ranks #27,643 of 144,396 active servers on MCP Toplist, and its repository has 18 GitHub stars. MCP Analyst is listed across 2 registries — Glama and mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Apr 6, 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 Analyst 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 Analyst
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 Analyst 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
- thing#9,868
- MCP Clojure SDK Server#16,770
- Example Cool MCP Server#86,794
- MCP Clojure Server Deps New#87,144
- MCP Mermaidjs Server#87,237
- MCP Vegalite Server#87,750
No task-specific alternatives are catalogued for MCP Analystyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 6, 2025
- 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
Do you maintain MCP Analyst? 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 116,753 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%2Funravel-team%2Fmcp-analyst)<a href="https://mcptoplist.com/server/glama%2Funravel-team%2Fmcp-analyst"><img src="https://mcptoplist.com/badge/glama%2Funravel-team%2Fmcp-analyst.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Analyst?
- MCP Analyst is maintained by unravel-team, which publishes 7 MCP servers (8 total versions) tracked on MCP Toplist.
- Is MCP Analyst listed on the Official MCP Registry?
- MCP Analyst is not on the Official MCP Registry. It is listed on Glama and mcp.so.
- How many versions does MCP Analyst have?
- Version information is unavailable for MCP Analyst: 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 Analyst?
- The source code for MCP Analyst is hosted at github.com/unravel-team/mcp-analyst.
Do you run this server?
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