Cave Branch is a stream located in Cedar County, Missouri. It appears on the Caplinger Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 767.72 feet (234.00 m) above sea level. The nearest populated place is Hackleman Corner, approximately 2.0 miles to the W.