Kelly Hollow is a valley located in Shannon County, Missouri. It appears on the Round Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.16 feet (205.79 m) above sea level. The nearest populated place is Round Spring, approximately 0.5 miles to the S.