Cave Spring is a spring located in Dickson County, Tennessee. It appears on the Cumberland Furnace USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 564.30 feet (172.00 m) above sea level. The nearest populated place is Glenwylde, approximately 2.0 miles to the SW.