ctk-hq/ctk

What it solves

CTK simplifies the complex process of writing infrastructure-as-code files. Instead of manually crafting Docker Compose or Kubernetes manifests, users can describe their infrastructure needs in plain language and have an AI agent generate the necessary configurations.

How it works

CTK provides a visual builder interface combined with an AI agent backend. The agent, which has browser access, interprets your natural language requirements to create services, networks, and volumes. It can arrange the architecture, review the resulting manifests, and iterate based on feedback. The system supports interaction via browser or the Model Context Protocol (MCP), allowing agents to use their own Docker and Kubernetes tools to validate the generated output.

Who it’s for

This tool is designed for developers and DevOps engineers who want to accelerate the creation of containerized environments and reduce the manual overhead of writing YAML configuration files.

Highlights

• Visual builder for creating Docker Compose and Kubernetes manifests.
• AI-powered agent that translates plain language descriptions into infrastructure code.
• Supports iterative improvements and architectural adjustments.
• Integration with MCP for agent-based validation and deployment.
• Allows manual inspection and editing of generated configurations at any time.