kagent provides a framework for developing and deploying AI agents within Kubernetes environments. It integrates with Model Context Protocol (MCP) for tool and resource integration. The framework is designed for DevOps teams to orchestrate AI agents at scale using existing container orchestration patterns. It supports cloud-native deployment and management of agentic AI workloads.