Hermit Island Spring is a spring located in Pendleton County, West Virginia. It appears on the Upper Tract USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,299.38 feet (396.05 m) above sea level. The nearest populated place is Brushy Run, approximately 2.2 miles to the ESE.