Township of Post Oak is a civil located in Johnson County, Missouri. It appears on the Leeton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 901.02 feet (274.63 m) above sea level. The nearest populated place is Cornelia, approximately 2.0 miles to the NW.