Module Federation CLI is a command-line tool that enables developers to build and manage federated modules, allowing seamless code sharing and dynamic module loading across distributed applications. It simplifies the process of implementing module federation patterns in modern JavaScript applications by providing utilities for configuration, bundling, and deployment of federated modules.