Groovy is an enhanced version of Java that simplifies syntax, introduces dynamic typing, and supports closures, making it a better choice for certain applications. Key features include object-oriented design, Groovy truth evaluations, and powerful meta programming capabilities. Notable frameworks associated with Groovy include Grails for web development and Gradle as a build system.