K8M is a lightweight, cross-platform Kubernetes management dashboard that leverages large language models and AI agents to provide intelligent cluster analysis and operations. It integrates with MCP servers and supports various LLM backends including Ollama and OpenAI-compatible APIs. The tool offers multi-cluster management, real-time anomaly detection, and configurable operation permissions. It targets DevOps teams seeking AI-assisted Kubernetes cluster management and optimization.