Indian Cave Spring is a spring located in Grainger County, Tennessee. It appears on the Joppa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,012.78 feet (308.70 m) above sea level. The nearest populated place is Perrin Hollow, approximately 2.2 miles to the WSW.