# 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. ---