Deploying MCP Servers on GKE: Building AI Agents with ADK and Ray-Served Models
This guide provides instructions for deploying a Ray cluster with the AI Device Kit (ADK) and a custom Model Context Protocol (MCP) server on Google Kubernetes Engine (GKE). It covers setting up the infrastructure with Terraform, containerizing and deploying the Ray Serve application, deploying a custom MCP server for real-time weather data, and finally deploying an ADK agent that utilizes these components. The guide also includes steps for verifying deployments and cleaning up resources.