Flagstaff Creek is a stream located in Johnson County, Missouri. It appears on the Concordia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 669.50 feet (204.06 m) above sea level. The nearest populated place is Valley City, approximately 2.4 miles to the SSW.