PHP is a widely used server-side scripting language used primarily for developing web applications and sites. It has advantages like being free, open-source, platform independent, and having a simpler syntax compared to other languages. While powerful, PHP also has some disadvantages such as weaker typing that can lead to errors, and not being as suitable for very large applications.