colab-autopilot

Item: colab-autopilot
Rating: 71
Author: M8ven

Enables AI agents to autonomously manage Google Colab GPU sessions, submit and monitor training jobs, and debug/fix issues via an encrypted tunnel without requiring a browser tab.

→ Emile-Andre/colab-autopilot · 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.

// 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.

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[![M8ven Score](https://m8ven.ai/badge/mcp/emile-andre-colab-autopilot-16qu6a)](https://m8ven.ai/mcp/emile-andre-colab-autopilot-16qu6a)

commit: 8316dbcb4c1ea12b3b033a6fc63b00dce9116d59

code hash: 35ad967d06a955efec44254adea995ed5a34501c91e90edede2d3b40d26d64a7

verified: 6/22/2026, 1:10:04 PM

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