mcp-pandas
Rank #40,799glama/devantage/mcp-pandas
Enables data analysis on CSV/Excel files using pandas. Supports profiling, column interpretation, sandboxed code execution, and interactive chart generation.
What you can do with mcp-pandas
mcp-pandas is a Model Context Protocol (MCP) server published by devantage. It ranks #40,799 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. mcp-pandas is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Jul 20, 2026 and most recently updated on Jul 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 mcp-pandas 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-pandas
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 mcp-pandas 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 mcp-pandasyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jul 20, 2026
- Latest release tag
- Jul 20, 2026
- Version history
- 1 release tag tracked (below)
- 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 16, 2026
- Glama ↗listed since Jul 29, 2026 · still listed
Do you maintain mcp-pandas? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.0 | Jul 20, 2026 |
Ranks ahead of 103,597 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%2Fdevantage%2Fmcp-pandas)<a href="https://mcptoplist.com/server/glama%2Fdevantage%2Fmcp-pandas"><img src="https://mcptoplist.com/badge/glama%2Fdevantage%2Fmcp-pandas.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mcp-pandas?
- mcp-pandas is maintained by devantage, which publishes 3 MCP servers (3 total versions) tracked on MCP Toplist.
- Is mcp-pandas listed on the Official MCP Registry?
- mcp-pandas is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-pandas have?
- No registry surfaces explicit version metadata for mcp-pandas; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Jul 20, 2026.
- Where can I find the source code for mcp-pandas?
- The source code for mcp-pandas is hosted at github.com/devantage/mcp-pandas.
Do you run this server?
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