Cave Spring is a spring located in Johnson County, Tennessee. It appears on the Grayson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,793.24 feet (851.38 m) above sea level. The nearest populated place is Sugar Creek, approximately 0.7 miles to the NNW.