Java Swing is a lightweight, platform-independent GUI toolkit for building window-based applications, following the Model-View-Controller (MVC) architecture. It includes a variety of rich components such as buttons, text fields, and combo boxes, allowing for the creation of complex interfaces. Example code snippets demonstrate how to create simple applications using Swing components like JFrame, JButton, JTextField, and others.