The gap at Hanging Rocks is one of four gaps in Mill Creek Mountain, the others being Mechanicsburg Gap, the Lower Hanging Rocks gap at Blue Beach, and the gap at the North Branch Potomac River to the west of its confluence with the South Branch to form the Potomac River.