PHP-GTK allows developers to create desktop applications using PHP and the GTK+ toolkit. It provides language bindings that allow PHP code to interface with GTK+ classes. The presentation demonstrated several PHP-GTK applications, including a simple text editor called pedit. It also discussed challenges with PHP-GTK like its portability and PHP's performance for desktop applications.