Furnace Creek is a stream located in Johnson County, Tennessee. It appears on the Mountain City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,754.58 feet (839.60 m) above sea level. The nearest populated place is Crackers Neck, approximately 1.1 miles to the N.