Kelly Spring is a spring located in Bedford County, Tennessee. It appears on the Webbs Jungle USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 952.79 feet (290.41 m) above sea level. The nearest populated place is Webbs Jungle, approximately 1.1 miles to the E.