Cool Spring Branch is a stream located in Union County, North Carolina. It appears on the Marshville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 430.04 feet (131.08 m) above sea level. The nearest populated place is Sturdivants Crossroads, approximately 1.1 miles to the SE.