Mineral Springs Branch is a stream located in Kemper County, Mississippi. It appears on the Daleville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 270.01 feet (82.30 m) above sea level. The nearest populated place is Blackwater, approximately 1.7 miles to the W.