It happened early Monday morning at the IHOP on Aramingo Avenue and East Tioga Street in the city's Port Richmond section.
Police say the burglars smashed a glass door to get inside.
There's no word on fire damage or if the burglars managed to take anything.
The investigation is ongoing.