I have used Goo Gone, lighter fluid or plain naphtha, and some of the "orange" or citrus based spray cleaners will take it off. Depends on the tape and ho long it was on. I used to use WD-40 on metal and painted surfaces at work. And like Dennis says, use good mild detergent as a final cleaner.
Type at you later,
Dan McEntee