Smart Colab MCP Bridge

Item: Smart Colab MCP Bridge
Rating: 67
Author: M8ven

Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python execution, enabling GPU/CPU code execution with smart timeouts and file management.

→ G-karthick0501/Smart-colab-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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configCOLAB_URL— "": "https://your-ngrok-url.ngrok-free.app",

configLOCAL_SAVE_DIR— "": "C:\\Path\\To\\results",

configCHECKPOINT_DIR— "": "C:\\Path\\To\\checkpoints"

// 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 6 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/g-karthick0501-smart-colab-mcp-18l66w)](https://m8ven.ai/mcp/g-karthick0501-smart-colab-mcp-18l66w)

commit: 91919e133558c5027ec3e1acc0378f9be09463d6

code hash: 4967b5337fee7f42883aa9b59353b90f65ef968ef5dc2e43311f8fc5e97f1e13

verified: 6/22/2026, 12:26:40 PM

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