Amazon EKS and ECS have introduced fully managed MCP servers in preview, aimed at enhancing AI-driven development and operations. The Model Context Protocol (MCP) provides a standardized interface that supplies real-time, contextual insights into EKS and ECS clusters. This improvement allows for more precise guidance throughout the application lifecycle, covering everything from development to operations. The fully managed MCP servers are hosted in the AWS cloud, which removes the burden of local installation and maintenance for users. Key features include automatic updates, patching, AWS IAM integration for security, and comprehensive audit logging through AWS CloudTrail. These capabilities cater to enterprise needs, ensuring scalability and reliability. Developers can now easily set up AI coding assistants like Kiro CLI, Cursor, or Cline to streamline their workflows, boost code generation, and improve debugging processes with context-aware insights. Operators benefit from a repository of best practices and troubleshooting tips based on extensive experience managing large-scale clusters. This integration of AI and operational knowledge aims to enhance efficiency and effectiveness for teams using EKS and ECS.