Cave Spring is a spring located in Polk County, Missouri. It appears on the Fair Play USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 905.51 feet (276.00 m) above sea level. The nearest populated place is Fair Play, approximately 2.3 miles to the ESE.