Deploying Model Context Protocol servers successfully requires architecting for microservice-grade resilience, security, and scalability. From selecting the right transport to instrumenting observability and ensuring OAuth 2.1 compliance, MCP runtime design turns an open protocol into a production-ready foundation for connected AI agents and enterprise automation.