Woolly Ridge Branch is a stream located in Swain County, North Carolina. It appears on the Thunderhead Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,529.61 feet (771.03 m) above sea level. The nearest populated place is Proctor, approximately 4.5 miles to the SW.