Cave Spring is a spring located in Shannon County, Missouri. It appears on the Birch Tree USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 803.81 feet (245.00 m) above sea level. The nearest populated place is Not, approximately 4.7 miles to the W.