Clover Branch is a stream located in Madison County, North Carolina. It appears on the Paint Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,266.40 feet (386.00 m) above sea level. The nearest populated place is Paint Rock, approximately 0.3 miles to the WSW.