Kemp Creek is a stream located in Cleburne County, Alabama. It appears on the Fruithurst USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 883.14 feet (269.18 m) above sea level. The nearest populated place is Plainview, approximately 1.4 miles to the SSE.