Penns Cave Spring is a spring located in Centre County, Pennsylvania. It appears on the Madisonburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,201.97 feet (366.36 m) above sea level. The nearest populated place is Farmers Mills, approximately 1.2 miles to the S.