Girls just wanna have fun!

Two cross-dressing credit-card thieves were busted on Staten Island after they went on a shopping spree at women’s clothing stores, authorities said.

Eric Riley, 22, and David Jackson, 24, were nabbed Saturday after swiping a credit card from a woman in TJ Maxx New Dorp, cops said.

She described Riley’s get-up, and cops later nabbed him, Jackson and an alleged accomplice, John Brown, 47.