Cave Spring is a spring located in Stone County, Missouri. It appears on the Galena USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,128.61 feet (344.00 m) above sea level. The nearest populated place is Elsey, approximately 2.4 miles to the W.