ipynb-mcp

An agent-agnostic MCP server that lets any AI agent drive a local JupyterLab session via the Model Context Protocol.

→ nils-holmberg/ipynb-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.

✅

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.

configIPYNB_MCP_NOTEBOOK_DIR— "": "/path/to/your/notebooks",

configIPYNB_MCP_PORT— "": "8888"

// 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/nils-holmberg-ipynb-mcp-1rgd56)](https://m8ven.ai/mcp/nils-holmberg-ipynb-mcp-1rgd56)

commit: 7fef92f986beba46f6a37eb55dfc2b38b82bafe8

code hash: 943f97c230c2379bae282d80315317f29964cebf6e6aa6b8c288201bb06148d0

verified: 6/23/2026, 10:18:20 AM

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