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Kopilot-MCP is a client/server implementation that enables interaction with Kubernetes resources using natural language. The server component parses Kubernetes API resources and provides tools for creating, updating, getting, and deleting resources, while the client uses OpenAIβs API to interpret user queries and execute the appropriate Kubernetes operations. This implementation is particularly useful for developers who want to manage their Kubernetes clusters through conversational interfaces rather than complex kubectl commands.