Rocky Branch is a stream located in Madison County, North Carolina. It appears on the Spring Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,884.50 feet (574.40 m) above sea level. The nearest populated place is Sandy Bottom, approximately 1.2 miles to the NE.