Mistaken Creek is a stream located in Osage County, Missouri. It appears on the Cooper Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 536.41 feet (163.50 m) above sea level. The nearest populated place is Cooper Hill, approximately 0.6 miles to the ESE.