Judy Spring is a spring located in Pendleton County, West Virginia. It appears on the Onego USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,771.79 feet (540.04 m) above sea level. The nearest populated place is Key (historical), approximately 0.4 miles to the SW.