Mcp Server Colab Exec

Mcp Server Colab Exec is an open-source MCP server that allows any MCP-compatible AI assistant to dynamically allocate Google Colab GPU runtimes (T4/L4) on demand and execute Python code, including CUDA- and GPU-accelerated machine learning jobs (PyTorch, TensorFlow, etc), without the need for local GPU hardware. It enables advanced code execution and artifact collection workflows for tools like Claude Code, Claude Desktop, Gemini CLI, and others in the Model Context Protocol ecosystem. Ideal for developers, researchers, and organizations looking to connect AI agents to fast, GPU-enabled remote compute through an easy integration.