Java Swing is a lightweight, platform-independent GUI toolkit part of Java's Foundation Classes, providing components for building window-based applications. It includes a range of components such as buttons, text fields, and tables, organized under a loosely based MVC architecture for managing data, view, and user input. Swing allows for customizable event handling through event listeners and adapters to create rich interactive user interfaces.