VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

→ nipunbatra/vayuchat-mcp · 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.

🔐

You'll be asked for 2 credentials: HF_TOKEN, HUGGINGFACE_TOKEN

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.

configUSE_TRANSFORMERS_ROUTER

configROUTER_MODEL

configLOCAL_LLM_URL

🔐 secretHF_TOKEN

🔐 secretHUGGINGFACE_TOKEN

// 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 7 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/nipunbatra-vayuchat-mcp-d3iaaz)](https://m8ven.ai/mcp/nipunbatra-vayuchat-mcp-d3iaaz)

commit: f5b0358cfca32671689655bdb679c31ffb64bbf2

code hash: 02a31ad6f4b45c732a70ce71d2e56630416ca5b7db1f137105b9eaf983d2f12e

verified: 6/17/2026, 12:22:16 PM

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