Docker Compose allows users to define and run multi-container Docker applications with a single command (docker up). It uses a YAML file to configure the application's services and Docker to automatically build images and link containers. With Compose, complex applications can be started and stopped with a single command, rather than multiple docker run commands. It also integrates with the Docker API, allowing it to work with tools like Docker Swarm for multi-host clusters.