Model Context Protocol Meets Real Infrastructure | CoreWeave Blog

This post details the integration of the Model Context Protocol (MCP) with CoreWeave's Kubernetes (CKS) infrastructure. It describes how the MCP documentation server ([https://docs.coreweave.com/mcp](https://docs.coreweave.com/mcp)) enables agents to discover CoreWeave APIs, deploy applications using Helm, create public endpoints, and verify outcomes, reducing the need for bespoke glue code and improving operational workflows for AI agents.