Willow Branch is a stream located in Scotland County, Missouri. It appears on the Azen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 710.06 feet (216.43 m) above sea level. The nearest populated place is Brock, approximately 2.1 miles to the SW.