PHP is a server-side scripting language used to build dynamic websites. It supports integration with many databases including MySQL. PHP files contain text, HTML tags, and PHP scripts. MySQL is a database server that is ideal for both small and large applications. PHP and MySQL are commonly used together, as PHP can connect to and manipulate MySQL databases. This allows developers to build database-driven websites and applications.