Mineral Spring is a spring located in Rankin County, Mississippi. It appears on the Pelahatchie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 429.30 feet (130.85 m) above sea level. The nearest populated place is Pelahatchie, approximately 3.2 miles to the S.