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pandas-mcp

pandas-mcp is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from iowarp/clio-kit. Its token cost is not measured, scanned A, a copy of compression-mcp, BSD-3-Clause.

A local MCP server from the CLIO Kit Python package for pandas, a Python library for working with tables and data files.

In plain words
What is it for?
Use it for table or dataset tasks involving pandas; the input does not list the exact supported operations.
Why use it?
It can expose pandas-related work to an MCP-compatible coding assistant through the local CLIO Kit package.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it.

One of 24 entries in server.json upstream. Installing this one merges just its entry into your config; the other 23 are separate, each on its own page.

not rated 26repo 2d ago A scan tokens not measured copy · 77% BSD-3-Clause

Good fit Use it for table or dataset tasks involving pandas; the input does not list the exact supported operations.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/iowarp/clio-kit/adios-pandas-mcp
View source ↗ iowarp/clio-kit toolkit.iowarp.ai
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/iowarp/clio-kit

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pandas-mcp

README.md
[![agentmods](https://agentmods.dev/badge/mcp/iowarp/clio-kit/adios-pandas-mcp/github.svg)](https://agentmods.dev/mcp/iowarp/clio-kit/adios-pandas-mcp)
Your own site
<a href="https://agentmods.dev/mcp/iowarp/clio-kit/adios-pandas-mcp"><img src="https://agentmods.dev/badge/mcp/iowarp/clio-kit/adios-pandas-mcp/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pandas-mcp

Your own site · 80×15
<a href="https://agentmods.dev/mcp/iowarp/clio-kit/adios-pandas-mcp"><img src="https://agentmods.dev/badge/mcp/iowarp/clio-kit/adios-pandas-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 77% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

pandas-mcp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

77% identical to compression-mcp — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

clio-kit-mcp-servers/adios/server.json · 9 lines

What it actually says

{
  "pandas-mcp": {
    "command": "uvx",
    "args": [
      "clio-kit"
    ],
    "env": {}
  }
}
Same file

What else server.json configures

This page is one entry in a file that holds 24. Installing the file brings all of them; each is measured and scanned on its own page.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 9 lines scan A 758cca8c2bdc

Subscribe to this mod's changes

pandas-mcp is an MCP server published in the GitHub repository iowarp/clio-kit (26 stars, last pushed 2d ago), licensed BSD-3-Clause. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 77% identical to compression-mcp, differing in 2 lines, and is treated as a copy.

Analytics and metricsData and AIai4hpcai4sciencehpchpc-aimcpmcp-tools
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