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ProDisco serves as a Kubernetes MCP (Model Control Plane) server, implementing Anthropic's Progressive Disclosure pattern to grant AI agents access to Kubernetes resources. Instead of providing all tool definitions upfront, it exposes Kubernetes capabilities as TypeScript modules discoverable through a filesystem. This method ensures agents only load what's needed, process data within the execution environment, and return concise results, thereby minimizing token usage, improving latency, and avoiding large intermediate data transfers. It ships ready for immediate use with Claude Code and other MCP-enabled agents, streamlining Kubernetes interactions for AI.
