Spruce Mountain Spring is a spring located in Pendleton County, West Virginia. It appears on the Spruce Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,465.70 feet (1,361.15 m) above sea level. The nearest populated place is Circleville, approximately 2.8 miles to the ESE.