The Container Storage Interface (CSI) is a specification that simplifies integrating storage with containers. It consists of three components - a driver, node plugin, and controller plugin. CSI offers advantages like flexibility through a standardized interface, simplified storage management, and improved portability of containers. Popular implementations of CSI include Kubernetes CSI, Mesos CSI, and OpenShift CSI.