AutoKuma automates the creation of Uptime Kuma monitors using Docker container labels, eliminating manual configuration. It supports multiple sources including Docker, files, Docker Swarm, and Kubernetes. The tool uses label-based configuration with templating support, allows defining reusable snippets, and can manage monitors, notifications, tags, and groups. It includes a CLI tool for command-line management and a Rust client library. Available as Docker images and prebuilt binaries for multiple platforms, it integrates seamlessly with existing Docker setups through docker-compose.