Amazon EKS and ECS have introduced fully managed Model Context Protocol (MCP) servers in preview. These servers enhance AI applications with real-time insights about clusters, simplifying development and operations by eliminating local installation and maintenance. Developers can configure AI coding assistants, while operators gain access to a rich knowledge base for best practices and troubleshooting.