Docker 做这个就很直观，自然了。直接屏蔽环境差异，部署使用就很方便，虽然容器环境内会有一些限制，但大多数都是 API 调用，就不受影响。

那么问题来了，会不会出现 mcp-compose， mcp-k8s，mcp-helm 的东西呢？

https://youtu.be/98M_6njOnus?si=RI2OKgDC7cnuGMhn
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Announcing Docker MCP Catalog and Docker MCP Toolkit
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