Police said shortly after 8 p.m. on Wednesday a man robbed the restaurant in the 1700 block of Lake Wheeler Road.
The suspect is described as a thin, black male in his 20s and stands about 5'6'' tall. He was wearing a dark-colored shirt, light-colored shorts and a mask during the robbery.
Police said the suspect left the scene in a gray or light blue four-door sedan.
Anyone with information is asked to call Raleigh CrimeStoppers at (919) 834-HELP.