East Fork Furnance Creek is a stream located in Johnson County, Tennessee. It appears on the Sherwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,289.75 feet (1,002.72 m) above sea level. The nearest populated place is Crackers Neck, approximately 2.1 miles to the NNW.