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clio-pandas

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

An MCP server configuration for using pandas through the Clio Kit. Pandas is a Python library for working with tables and other structured data.

In plain words
What is it for?
Use it to make the configured pandas MCP server available to an agent.
Why use it?
The input only identifies the server and the command used to launch it, so its specific data operations are not described.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it. Also seen: listed in a Claude config.

One of 24 entries in claude_desktop_config.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 today A scan tokens not measured original BSD-3-Clause

Good fit Use it to make the configured pandas MCP server available to an agent.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/iowarp/clio-kit/clio-pandas
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 clio-pandas

README.md
[![agentmods](https://agentmods.dev/badge/mcp/iowarp/clio-kit/clio-pandas.svg)](https://agentmods.dev/mcp/iowarp/clio-kit/clio-pandas)
Your own site
<a href="https://agentmods.dev/mcp/iowarp/clio-kit/clio-pandas"><img src="https://agentmods.dev/badge/mcp/iowarp/clio-kit/clio-pandas.svg" alt="Measured on agentmods" 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 original No closer match found in the catalogue.
Security

Grade A, and why

clio-pandas 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 8d 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.

claude_desktop_config.json · 9 lines

What it actually says

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

What else claude_desktop_config.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. 8d ago First seen · 9 lines scan A cc7b69edda2d

Subscribe to this mod's changes

clio-pandas is an MCP server published in the GitHub repository iowarp/clio-kit (26 stars, last pushed today), 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metricsai4hpcai4sciencehpchpc-aimcpmcp-tools
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