
GCP credit → https://goo.gle/handson-ep1-lab1
Codelab & source code → https://goo.gle/summoner
Try Google ADK → https://goo.gle/4bWK6la
Build a complete multi-agent AI system from scratch using Google Agent Development Kit (ADK) and Model Context Protocol (MCP)! In this hands-on lab, we use an RPG game theme to guide you through real-world multi-agent architecture on Google Cloud — step by step.
🗡️ What developers can learn in part 1:
✅ How to build an MCP Server (Model Context Protocol) to expose tools to AI agents.
✅ How to create Workflow Agents using Google ADK (Agent Development Kit).
✅ How to orchestrate multiple AI agents working together.
✅ Core concepts behind multi-agent system design and architecture.
✅ How to structure an agentic AI workflow on Google Cloud.
More resources:
Google Cloud MCP servers documentation → https://goo.gle/3Pl3bVs
ADK sample → https://goo.gle/41hURIy
🔔 Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
Speaker: Annie Wang, Ayo Adedeji
Products Mentioned: Agent Development Kit, Model Context Protocol











