MCP CSV Analysis with Gemini AI

An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

→ falahgs/MCP-CSV-Analysis-with-Gemini-AI · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 2 high

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

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

🔐 secretGEMINI_API_KEY— your_api_key_here

// 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/falahgs-mcp-csv-analysis-with-gemini-ai-1l1h7l)](https://m8ven.ai/mcp/falahgs-mcp-csv-analysis-with-gemini-ai-1l1h7l)

commit: 4f1001d955daa4cf6298017aa6f31c7ffcca7e26

code hash: be3e9a06dec5080016610fc1d0efd1c7c87afd8dd321f37866f85c18abca350e

verified: 6/17/2026, 12:24:05 PM

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