Maple Spring Branch is a stream located in Madison County, North Carolina. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,045.58 feet (928.29 m) above sea level. The nearest populated place is Trust, approximately 3.2 miles to the E.