# io.github.pdwi2020/mcp-server-colab-exec

> Use this tool when you need to execute Python code on high-performance Google Colab GPU runtimes, such as T4 and V100, from any MCP client, solving problems that require accelerated computing and machine learning workloads. It takes Python code as input and outputs the execution results, providing a seamless interface for remote GPU acceleration. Ideal for use cases that demand fast and efficient processing, such as data science, AI, and scientific computing applications.

Canonical page: https://skillsregistry.net/skills/io-github-pdwi2020-mcp-server-colab-exec  
JSON: https://api.skillsregistry.net/v1/skills/io-github-pdwi2020-mcp-server-colab-exec

## Description

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

## Trust

- **Trust score (0–1):** 0.87
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.pdwi2020%2Fmcp-server-colab-exec)
- **Repository:** <https://github.com/pdwi2020/mcp-server-colab-exec>

## 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": "io-github-pdwi2020-mcp-server-colab-exec"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-pdwi2020-mcp-server-colab-exec` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-pdwi2020-mcp-server-colab-exec/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