Mineral Spring Hollow is a valley located in Walker County, Georgia. It appears on the Catlett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 908.91 feet (277.04 m) above sea level. The nearest populated place is Naomi, approximately 1.9 miles to the NW.