Willow Branch is a stream located in Henry County, Missouri. It appears on the Hartwell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 733.54 feet (223.58 m) above sea level. The nearest populated place is Maurine, approximately 0.8 miles to the NNE.