I know I have a bunch of USB chargers - 5V@.2A, which is plenty for your purposes. You'd just need to cut the plug off and wire up a connector as needed.
If you're anything like me and buy a fair number of USB devices like MP3 players, cell phones, and such, you should be able to find one as well.