"Footloose"

Back in Black

Bon Jovi, duh.  Hey, I was FTF this cache!

Take your pick: The Pet Shop Boys, Alan Parsons Project, Rodney Crowell 

Something similar is said in Queen's "Fat Bottomed Girls"

A play on the lyrics of Cab Calloway's "Minnie The Moocher".  At least that's what the cache name makes me think of...

Reference to Beatles album "Magical Mystery Tour"

Starting lyrics to "Home on the Range" (classic western)

31 caches with names that have some association with music, for cache GC5M0RE, Play It Again Music Challenge.