Police say the suspect walked into a store on West York and Broad streets in the early morning hours of November 7.
Detectives say he pepper sprayed the clerk, pulled out a gun and demanded money.
He took off with only $30 worth of quarters.
Anyone with information is asked to call police at 215-686-TIPS.