Potato Creek is a tributary of the Allegheny River in McKean County, Pennsylvania in the United States.
Potato Creek joins the Allegheny River approximately 1.7 miles (2.7 km) downstream of the community of Coryville.
According to local history, Potato Creek was named from an incident when Indians lost some potatoes when their canoe capsized in the creek.