Pandas Data Analysis

Leverages pandas, numpy, and matplotlib to enable powerful data manipulation, statistical analysis, and visualization for data-driven projects.

→ alistairwalsh/mcp_pandas · listed on pulsemcp

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// key findings

🚨

Known vulnerabilities in dependencies: 1 critical, 16 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configPANDAS_SERVICE_URL

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/alistairwalsh-mcp-pandas-1gfgru)](https://m8ven.ai/mcp/alistairwalsh-mcp-pandas-1gfgru)

commit: afeb09618f1cb41cebb67bc0617025024395685a

code hash: 1e8a7de5224917833f723b9261a095b0a925f54ab4f53d52d44924e093398dee

verified: 6/9/2026, 11:09:16 AM

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