Willow Branch is a stream located in Newton County, Missouri. It appears on the Racine USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 943.16 feet (287.48 m) above sea level. The nearest populated place is Racine, approximately 0.2 miles to the NNW.