Cave Spring is a spring located in Pocahontas County, West Virginia. It appears on the Hillsboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,302.24 feet (701.72 m) above sea level. The nearest populated place is Buckeye, approximately 1.5 miles to the SSE.