Building Custom Java-Based MCP Servers Hosted on Cloud Run

Stop building brittle REST adapters for autonomous AI. This comprehensive guide walks through implementing a custom Model Context Protocol (MCP) server from scratch using Java, wrapping it in a secure non-root container, and deploying it to Google Cloud Run to grant Gemini agents real-time, identity-aware utility access to core enterprise databases.