Gum Spring Branch is a stream located in Cole County, Missouri. It appears on the Wardsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 532.30 feet (162.25 m) above sea level. The nearest populated place is Castle Rock (historical), approximately 2.1 miles to the N.