One of my favorite bands, Firewater, has a few good atheist songs. Most are a bit too subtle to be anthems, but songs like "Knock 'em Down" are pretty clear. That one's probably more anti-theist than just atheist.
Listen To Reason. This is the best ahteist song to me without a doubt.
artist: blue stahli
my favorite song