Neelys Creek is a stream located in Pulaski County, Kentucky. It appears on the Burnside USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 838.29 feet (255.51 m) above sea level. The nearest populated place is Alpine, approximately 0.8 miles to the SSW.