Yes, the MR16 bulbs are 12V. I'm assuming the rectifier is to provide the leds with DC current since the bulbs are intended for use with AC current.
I have 5 different bulbs, which all came from either ebay or tmart.com. The housing is the only thing I got from the automotive section of walmart.