Rich Creek Spring is a spring located in Monroe County, West Virginia. It appears on the Lindside USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,938.98 feet (591.00 m) above sea level. The nearest populated place is Olean, approximately 2.9 miles to the SE.