# Google Opens Colab to AI Agents: Compute as a Capability, Not a Deployment

- slug: google-opens-colab-to-ai-agents-compute-as-a-capability-not-a-deployment
- date: 2026-04-09
- category: Agentics

Google has open-sourced a Colab MCP Server, letting agents like Gemini CLI and Claude Code invoke cloud GPU compute through a standardized protocol. The bet: compute becomes a tool an agent picks up, not a deployment an engineer provisions.

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