Cave Spring is a spring located in Reynolds County, Missouri. It appears on the Lesterville SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 616.80 feet (188.00 m) above sea level. The nearest populated place is Smithboro, approximately 3.4 miles to the NNW.