Connects Claude to Kubernetes clusters through natural language queries and operations. You get semantic search over cluster resources, AI-powered deployment recommendations, and automated issue remediation with root cause analysis. It also manages organizational patterns and policies, lets you search internal documentation, and can scaffold new repositories with governance files. Built on the Model Context Protocol and Vercel AI SDK. Reach for this when you want conversational access to cluster state and operations without juggling kubectl commands, or when you need to enforce platform engineering standards across teams through AI-assisted workflows.
claude mcp add --transport stdio vfarcic-dot-ai uvx dot-ai