Ember.js is a client-side MVC JavaScript framework for building single-page web applications. It uses conventions over configurations and has components like routers, controllers, templates, and models. The router maps application state to URLs, controllers present data to views, templates render markup, and models store and retrieve data. Components allow creating reusable controls to simplify templates.