The Freesound Project is a web site that collects sounds and sound effects (not music) that are available under Creative Commons licensing, and therefore free and legal for anyone to use. It’s also a community; you can register and upload your own sounds for sharing.

At the top right, enter a term in the Search box. For example, try entering thunder or bell, and you’ll find lots of options.