For some reason I couldn't get to sleep tonight. I entertained myself partly by writing my first GreaseMonkey script. It takes all of the individual MP3 links on the AllOfMp3 download page and prints them as a series of wget commands. Then you can just cut and paste the block of commands to your terminal window.
Install it here: AllOfMp3 Download Helper