Why do cats like catnip so much?

If you browse any pet supply or specialty store, you'll probably discover a variety of catnip toys. Catnip can rekindle your cat's kitten-like behavior or perhaps put them to sleep. But what exactly is catnip, and why do certain cats respond to it so violently?