Officers responded to the eatery off of Grant Avenue and Roosevelt Boulevard.
Investigators say the robbers entered the store just after 9 p.m.
The suspects ran off with an unknown amount of cash.
No injuries were reported.
Anyone with any information is asked to call police at 215-686-TIPS.