Wolf Branch is a stream located in Madison County, North Carolina. It appears on the White Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,255.66 feet (687.53 m) above sea level. The nearest populated place is Foster Creek, approximately 0.9 miles to the E.