Jul 9, 2026 Claude + Docker: What the Integration Can (and Can't) Do in 2026 Yes, Claude works with Docker via Docker's MCP Toolkit and catalog — manage containers and images inside a chat. The catch: it only runs in a conversation you start. Claude Docker Claude Docker Integration AI Devops Assistant