Mill Branch is a stream located in Leake County, Mississippi. It appears on the Renfroe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 358.96 feet (109.41 m) above sea level. The nearest populated place is Midway, approximately 0.9 miles to the ESE.