The thieves also loosened the bolts on the store's bigger Mama Moo, but the statue was too heavy to lift.
The burglary isn't sitting well with the shops owners or local patrons.
A $500 reward is being offered by the owner for Baby Moo's safe return. Anyone with information should call Lower Merion Police.