Kelley Creek is a stream located in Rutherford County, Tennessee. It appears on the Chapel Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 732.04 feet (223.13 m) above sea level. The nearest populated place is Mount Vernon, approximately 1.0 miles to the ESE.