DevOps AI Toolkit is an AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance for Kubernetes deployment, documentation testing, and organizational pattern management.
Provides deployment suggestions tailored to your specific cluster setup with enhanced semantic understanding.
Selects a deployment solution based on user requirements and cluster capabilities.
Gathers missing context through intent clarification questions during deployment workflows.
Creates production-ready Kubernetes manifests for deployment.
Deploys generated manifests to the target Kubernetes cluster.
Handles organizational data including capability scanning, pattern creation, and policy management.
Validates documentation by executing commands and testing examples for accuracy and functionality.
{
"mcpServers": {
"dot-ai": {
"command": "docker",
"args": [
"compose",
"-f",
"docker-compose-dot-ai.yaml",
"--env-file",
".env",
"run",
"--rm",
"--remove-orphans",
"dot-ai"
]
}
}
}