kagent is an open-source framework that enables AI agents to run in Kubernetes environments, automating DevOps operations and troubleshooting. The project includes kmcp, a toolkit for deploying MCP servers on Kubernetes. Both tools target platform engineers and DevOps professionals looking to integrate AI-driven automation into cloud-native workflows.