ipython-kernel

An MCP server that connects to existing IPython kernels, allowing Claude to execute code in a shared persistent environment with your IDE.

→ gabiteodoru/ipython-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.

✅

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.

configIPYTHON_MCP_CONNECTION— 2. Environment variable -

// 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/gabiteodoru-ipython-mcp-1duv20)](https://m8ven.ai/mcp/gabiteodoru-ipython-mcp-1duv20)

commit: c2fa8d6fdafe15d7ebbaebb2d32f2e41882227d0

code hash: 0c6aa52d76323b9f463e89290deba7517f3aa239c5879cff8424956f5c44ebbf

verified: 6/15/2026, 3:12:04 PM

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