Kemp Branch is a stream located in Alcorn County, Mississippi. It appears on the Rienzi USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 431.42 feet (131.50 m) above sea level. The nearest populated place is Rienzi, approximately 1.2 miles to the WSW.