# Colab MCP

> Use this tool when you need to remotely control and interact with Google Colab instances, execute shell commands, or run persistent Python code. It solves problems related to resource monitoring and automation, providing inputs for shell commands and Python code, and outputs for system resource usage and execution results. Ideal for use cases requiring automated Colab instance management and monitoring, such as data science workflows and machine learning model training.

Canonical page: https://skillsregistry.net/skills/kumardev7-colab-mcp  
JSON: https://api.skillsregistry.net/v1/skills/kumardev7-colab-mcp

## Description

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/p7vgtgmev7)
- **Repository:** <https://github.com/KumarDev7/colab-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "kumardev7-colab-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kumardev7-colab-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kumardev7-colab-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt