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Jupyter MCP Server

Enables AI agents to interact with Jupyter notebooks via MCP tools for querying, modifying, executing, and setting up notebooks, with state preservation and real-time collaboration.

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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.
// 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 1 concrete improvement 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/block-mcp-jupyter-icolz8)](https://m8ven.ai/mcp/block-mcp-jupyter-icolz8)
commit: cefc875bfdc23660b3d2f79cdcc403f00d94189b
code hash: 4cf7ef95595bb408b2f42461afcef85c52abf524e71c7068d734640d05930e31
verified: 6/10/2026, 10:55:41 AM
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