Containerization Assist
Run AI-assisted Docker and Kubernetes packaging workflows locally through MCP while you ship a solo SaaS or API.
Overview
Containerization Assist is a MCP server for the Ship phase that runs AI-guided Docker and Kubernetes containerization workflows over stdio.
What is this MCP server?
- TypeScript MCP server (v1.4.0) for AI-powered containerization workflows
- Docker and Kubernetes support via stdio npm package containerization-assist-mcp
- Configurable DOCKER_SOCKET and LOG_LEVEL (debug, info, warn, error)
- Published on npm with `start` positional argument for stdio transport
- Maintained under Azure/containerization-assist on GitHub
- Server version 1.4.0
- stdio transport via npm identifier containerization-assist-mcp
- 2 documented environment variables: DOCKER_SOCKET, LOG_LEVEL
Community signal: 41 GitHub stars.
What problem does it solve?
Solo builders struggle to translate app repos into correct Docker/K8s artifacts without constant context switching and docs hunting.
Who is it for?
Developers shipping containerized SaaS or APIs on laptops or small clusters who want MCP tools wired to real Docker sockets.
Skip if: Builders with no Docker installed, pure serverless-only deploys, or teams needing a hosted multi-tenant build farm.
What do I get? / Deliverables
Your agent can drive repeatable containerization steps against your local Docker environment so launch-ready images and configs emerge faster.
- Agent-driven Docker/Kubernetes containerization workflow steps
- Local image and orchestration config iteration tied to your repo
- Repeatable MCP integration for ship-ready container artifacts
Recommended MCP Servers
Journey fit
How it compares
Local Docker/K8s MCP assistant from Azure, not a cloud-only PaaS deploy button or static Dockerfile generator skill.
Common Questions / FAQ
Who is Containerization Assist for?
Solo and indie developers containerizing apps with Docker or Kubernetes who want their AI agent to follow structured packaging workflows via MCP.
When should I use Containerization Assist?
Use it during Ship (and early Operate) when you are building images, tuning compose/K8s configs, or debugging container setup before production.
How do I add Containerization Assist to my agent?
Install npm package containerization-assist-mcp, configure stdio with the start argument, set DOCKER_SOCKET to your engine, and register the server in your MCP client.