kubectl-mcp-server is a Model Context Protocol server that bridges AI systems with Kubernetes infrastructure. It exposes Kubernetes resources and operations as tools that AI agents can invoke, enabling natural language control over cluster management tasks such as debugging pods, deploying applications, auditing security, and managing Helm charts. Published in the CNCF Landscape, it serves as middleware connecting large language models to DevOps workflows.