Cave Spring is a spring located in Jasper County, Missouri. It appears on the Sarcoxie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,082.68 feet (330.00 m) above sea level. The nearest populated place is La Russell, approximately 2.2 miles to the N.