Cold Branch is a stream located in Clay County, North Carolina. It appears on the Shooting Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,043.30 feet (622.80 m) above sea level. The nearest populated place is Tusquitee, approximately 2.1 miles to the W.