Magnum is an OpenStack API service that enables container orchestration engines like Docker Swarm and Kubernetes as first-class resources. It supports multi-tenancy for containers and integrates with existing OpenStack services such as Keystone and Neutron. The document covers terminology, architecture, lifecycle operations, setup instructions using DevStack, and demonstrates creating a Mesos cluster.