Spring Boot is a framework created to simplify Java development by minimizing boilerplate code and configuration, and it offers a range of features that enhance productivity. It includes four main components: Spring Boot starters, autoconfigurator, CLI, and actuator, as well as supporting both Java and Groovy applications. The framework utilizes opinionated defaults and provides tools such as Spring Initializr for quick project setup.