Holly Inn Spring is a spring located in Upshur County, West Virginia. It appears on the Buckhannon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,894.15 feet (577.34 m) above sea level. The nearest populated place is Excelsior, approximately 0.3 miles to the NNE.