jupyter-kernel-mcp

An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI assistants to read, create, edit, execute, and manage Jupyter Notebooks as MCP tools.

→ qtalen/jupyter-mcp-kernel · 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.

configNO_PROXY— Check for proxy issues. The server automatically adds localhost,127.0.0.1 to .

configno_proxy

// 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/qtalen-jupyter-mcp-kernel-1jfgvi)](https://m8ven.ai/mcp/qtalen-jupyter-mcp-kernel-1jfgvi)

commit: 58cc92675f5ad8020a9606bdd283c2ddbd4e4dcc

code hash: e5d1a7456665b78f4fdc2f64ff2c5e0cc3556520a9dc2680937b10749d67bf85

verified: 6/26/2026, 9:35:43 AM

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