Wolf Branch is a stream located in Ashe County, North Carolina. It appears on the Laurel Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,720.23 feet (829.13 m) above sea level. The nearest populated place is Laurel Springs, approximately 0.8 miles to the ESE.