Capper Farm Spring is a spring located in Jefferson County, West Virginia. It appears on the Middleway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 465.88 feet (142.00 m) above sea level. The nearest populated place is Middleway, approximately 1.0 miles to the ENE.