Crude/inexpensive AC to DC transformer
Looks like MPJA.com has 12V, 300mA power supplies for $1.25 and if you buy 50 they're $0.99. That is hard to beat! But they aren't the smallest solution.

http://www.mpja.com/prodinfo.asp?number=18295+PD