Google Colab

Item: Google Colab
Rating: 43
Author: M8ven

MCP server for controlling Google Colab with notebook editing, runtime connection, shell commands, file operations, and GPU monitoring.

→ 404f0x/better_colab_mcp · listed on pulsemcp

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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.

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[![M8ven Score](https://m8ven.ai/badge/mcp/404f0x-better-colab-mcp-avbu1b)](https://m8ven.ai/mcp/404f0x-better-colab-mcp-avbu1b)

commit: b9e8fc254af561336142949885dd65b7222cc85a

code hash: 92b837999284434883ee4e852b6a17800c10bb4bc4ccefe2352e6191600c3d8b

verified: 6/10/2026, 10:37:47 AM

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