Selenium is a powerful and versatile tool for automating web browsers, supporting multiple programming languages like Python and Java. Key components include Selenium IDE, Selenium RC, Selenium WebDriver, and Selenium Grid, which facilitate the automation of tests across various browsers and devices. Despite its many benefits, Selenium has limitations including no built-in reporting capabilities and lack of support for desktop applications.