Ember.js is a frontend JavaScript framework designed for creating complex single-page applications using the Model-View-Controller (MVC) architecture. It emphasizes logical code organization, auto-updating templates, and a command line utility called Ember CLI for building and managing applications. The framework supports dependency management via Bower and npm, and its architecture relies on templates, controllers, models, and routes while providing a structure for easy persistence and debugging.