Willow Branch is a stream located in Vernon County, Missouri. It appears on the Rich Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 741.97 feet (226.15 m) above sea level. The nearest populated place is Arthur, approximately 1.1 miles to the NW.