Docker Compose allows developers to define and run multi-container Docker applications. It allows users to define services in a docker-compose.yml file that specifies images, networking, volumes, environment variables, and depends_on relationships between containers. Docker Compose then automates the creation and management of the containers by using a single command like docker-compose up. This makes it easier to develop, ship and run multi-container applications.