I've found good prices on ebay for motors.
Personally, I'm fond of launching them skyrocket style. Just get a 1/4" dowel rod, ~24" long, and glue it to the C rocket engine. Light with a bit of cannon fuse.
All the fun of a rocket launch, with no need to chase down a rocket for recovery. And way higher altitudes then any firework grade skyrocket.