Patterson Creek Mountain is a mountain ridge that forms the border between Mineral and Hampshire counties and Grant and Hardy Counties in West Virginia's Eastern Panhandle. The mountain's namesake, Patterson Creek, parallels its western flank. The southern end of the Patterson Creek Mountain is near the confluence of Lunice Creek and the South Branch Potomac River and its northern end is located southwest of Springfield.