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Jupyter MCP Server

An MCP server that enables AI to connect and manage Jupyter Notebooks in real-time, with support for cell operations, execution, and multimodal outputs.

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// key findings
15 tools verified — handlers match their declared behaviour
5 read-only tools verified — handlers contain no write/delete/exec
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 5 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/atemmeta-jupyter-mcp-server-new-07dlpp)](https://m8ven.ai/mcp/atemmeta-jupyter-mcp-server-new-07dlpp)
commit: 1cad7619189bca23af23eb9a701b64cd7e8c92c7
code hash: fbc788474ed3299cc6b5f00f2d06da63ec7dba3c7497d857e89a8b5c40e6958d
verified: 6/22/2026, 12:41:01 PM
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