Kelly Creek is a stream located in Giles County, Tennessee. It appears on the Dellrose USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 602.72 feet (183.71 m) above sea level. The nearest populated place is Morrell Mill, approximately 0.8 miles to the WSW.