Township of Leeper is a civil located in Murray County, Oklahoma. It appears on the Sulphur North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,122.23 feet (342.06 m) above sea level. The nearest populated place is Oak Grove, approximately 1.6 miles to the NNW.