Mcp server kubernetes

An MCP (Model Context Protocol) server for Kubernetes describes specialized proxy agent systems that expose secure cluster orchestration paths directly to AI agents, allowing models to programmatically inspect pods, pull container logs, and validate manifests via natural language interfaces.