I'd never noticed before just how many songs there are that either mention rain or are about the rain. Just to start the list, there are three in the playlist at the bottom of the page:
Mercy Me- Bring the Rain
Casting Crowns- Praise You in the Storm
Healing Rain - Michael W. Smith
What songs come to your mind with the rain theme?