Otter Creek is a stream located in Monroe County, Missouri. It appears on the Stoutsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 600.39 feet (183.00 m) above sea level. The nearest populated place is Leich Ford, approximately 1.3 miles to the ESE.