Mcp Server Colab Exec

Mcp Server Colab Exec is an MCP server that enables any MCP-compatible AI assistant to allocate and execute Python code on Google Colab GPU runtimes (T4/L4). It exposes tools for running inline Python, local scripts, or full code notebooks on GPU-accelerated Colab sessions, supporting frameworks like CUDA, PyTorch, and TensorFlow. The server integrates with widely-used MCP clients such as Claude, Gemini, and others, making cloud-based GPU computation accessible to users without local GPU hardware. It is ideal for AI/ML researchers, developers, and students needing on-demand, GPU-powered code execution in an automated, programmatic way.