Spurlins Creek is a stream located in Muhlenberg County, Kentucky. It appears on the Graham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 401.83 feet (122.48 m) above sea level. The nearest populated place is Vernal Grove (historical), approximately 0.8 miles to the WNW.