Wraps the entire Docker and Kubernetes workflow into MCP tools you can drive with natural language. It analyzes your repo to detect languages and frameworks, generates Dockerfiles with security hardening, builds and scans images with Trivy integration, and spits out K8s manifests ready for deployment. The tools chain together sequentially: analyze, generate, build, scan, tag, deploy. Progress updates surface through MCP notifications during long operations. Ships with a policy system in v3.0 that lets you pre-configure defaults, filter knowledge bases, and validate outputs with Rego rules. Also exports an SDK if you want to call the functions directly without the MCP layer. Best for single-app containerization journeys where you want AI assistance at each step.
claude mcp add --transport stdio azure-containerization-assist uvx containerization-assist