Township of Cleveland is a civil located in Callaway County, Missouri. It appears on the Millersburg NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 915.35 feet (279.00 m) above sea level. The nearest populated place is Hereford, approximately 0.9 miles to the ESE.