Kelley Branch is a stream located in Boone County, Missouri. It appears on the Sturgeon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 684.86 feet (208.75 m) above sea level. The nearest populated place is Middleton, approximately 1.4 miles to the SE.