Millsap Creek is a stream located in Bates County, Missouri. It appears on the Main City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 796.32 feet (242.72 m) above sea level. The nearest populated place is Crescent Hill, approximately 1.9 miles to the ENE.