universal-notebook-mcp

Item: universal-notebook-mcp
Rating: 67
Author: M8ven

Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb) with live kernel output, without requiring JupyterLab.

→ am-3/jupyter-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.

// 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 6 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/am-3-jupyter-mcp-o4h1hq)](https://m8ven.ai/mcp/am-3-jupyter-mcp-o4h1hq)

commit: e6216f4a2e2fa3d9c4ac5a4c93e5dba4261fcbde

code hash: c85182b4a274b1633cd67fe16480f39cac2506dcec86f267c9fb5c3aef1e7793

verified: 7/9/2026, 10:00:29 AM

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