notebook-agent-mcp

Enables AI agents to execute Jupyter notebook cells with persistent kernel state, output persistence, and structured JSON control surface.

→ KJH-Sun/jupyter-kernel-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.

// required environment variables

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

configNOTEBOOK_BASE_DIR

// 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/kjh-sun-jupyter-kernel-mcp-4q8ika)](https://m8ven.ai/mcp/kjh-sun-jupyter-kernel-mcp-4q8ika)

commit: 52f7845dd3f3174705f3e7fb444283ce23f8247e

code hash: 7313eeca11ff68f3100929164233f6f3c3082eeba2c9c5acd28fb53f9c1c6c9f

verified: 6/23/2026, 10:43:19 AM

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