Most of mp3 converting programs let you normalize in the process of encoding from wav. to mp3.
If you have a mp3 you can convert it to wav, and convert back to mp3 with normalization.
I did not see a program that takes mp3, and convert it to normalized mp3, but I will not be surprise if it existing somewhere.