Kelsey Creek is a stream located in Spartanburg County, South Carolina. It appears on the Glenn Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 520.35 feet (158.60 m) above sea level. The nearest populated place is Foster Mill, approximately 0.1 miles to the E.