Gum Spring is a spring located in Boone County, Missouri. It appears on the Rocheport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 695.83 feet (212.09 m) above sea level. The nearest populated place is Rocheport, approximately 3.3 miles to the WNW.