Cold Spring is a spring located in Madison County, North Carolina. It appears on the Hot Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,867.45 feet (874.00 m) above sea level. The nearest populated place is Allenstand, approximately 1.7 miles to the ESE.