Kelley Branch is a stream located in Attala County, Mississippi. It appears on the Four Corners USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 408.10 feet (124.39 m) above sea level. The nearest populated place is East Macedonia, approximately 1.5 miles to the N.