Horsepen Branch is a stream located in Montgomery County, Mississippi. It appears on the Poplar Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 330.22 feet (100.65 m) above sea level. The nearest populated place is Poplar Creek, approximately 2.0 miles to the WNW.