Gold Mine Creek is a stream located in Ray County, Missouri. It appears on the Excelsior Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 799.67 feet (243.74 m) above sea level. The nearest populated place is Crystal Lakes, approximately 0.9 miles to the NE.