Piercys Cave Spring is a spring located in Greenbrier County, West Virginia. It appears on the Asbury USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,665.10 feet (507.52 m) above sea level. The nearest populated place is Piercys Mill, approximately 0.2 miles to the SSW.