Pandas-MCP Server

Item: Pandas-MCP Server
Rating: 71
Author: M8ven

Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.

→ meghavarshinikuamreshan/Automated-Data-Analysis-Tool · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

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

configPANDAS_MCP_CHARTS_DIR

configPANDAS_MCP_LOG_LEVEL

configPANDAS_MCP_LOG_FILE

// 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 5 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/meghavarshinikuamreshan-automated-data-analysis-tool-1s6a76)](https://m8ven.ai/mcp/meghavarshinikuamreshan-automated-data-analysis-tool-1s6a76)

commit: 0ba9b70e8a1c797fa9e165e2eba6318954fa5ed4

code hash: 495e5788fd3cd4e4cf7a67847e72ad76eeb86f40fd29cf497c5c7427a36fb828

verified: 7/6/2026, 10:34:23 AM

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