Cool Spring is a spring located in Jefferson County, West Virginia. It appears on the Middleway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 580.71 feet (177.00 m) above sea level. The nearest populated place is Mount Pleasant, approximately 0.9 miles to the NW.