Olive Branch is a stream located in Pettis County, Missouri. It appears on the Clifton City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 658.48 feet (200.70 m) above sea level. The nearest populated place is Beaman, approximately 1.3 miles to the SW.