Capps Creek is a stream located in Union County, Tennessee. It appears on the Ausmus USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,020.34 feet (311.00 m) above sea level. The nearest populated place is New Prospect (historical), approximately 2.0 miles to the WSW.