Pandas-MCP Server
Rank #20,372glama/marlonluo2018/pandas-mcp-server
Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through the Model Context Protocol.
What you can do with Pandas-MCP Server
Pandas-MCP Server is a Model Context Protocol (MCP) server published by marlonluo2018. It ranks #20,372 of 150,963 active servers on MCP Toplist, and its repository has 44 GitHub stars. Pandas-MCP Server 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 15, 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 Pandas-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 Pandas-MCP Server
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Pandas-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
No task-specific alternatives are catalogued for Pandas-MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 15, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
Do you maintain Pandas-MCP Server? 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 130,591 of 150,963 servers on MCP Toplist.
Show your rank
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[](https://mcptoplist.com/server/glama%2Fmarlonluo2018%2Fpandas-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fmarlonluo2018%2Fpandas-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fmarlonluo2018%2Fpandas-mcp-server.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Pandas-MCP Server?
- Pandas-MCP Server is maintained by marlonluo2018, which publishes 3 MCP servers tracked on MCP Toplist.
- Is Pandas-MCP Server listed on the Official MCP Registry?
- Pandas-MCP Server is not on the Official MCP Registry. It is listed on Glama and mcp.so.
- How many versions does Pandas-MCP Server have?
- Version information is unavailable for Pandas-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 Pandas-MCP Server?
- The source code for Pandas-MCP Server is hosted at github.com/marlonluo2018/pandas-mcp-server.
Do you run this server?
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