Whetstone Creek is a stream located in Montgomery County, Missouri. It appears on the Montgomery City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 568.00 feet (173.13 m) above sea level. The nearest populated place is Mineola, approximately 4.4 miles to the SSE.