Coffe Branch is a stream located in Montgomery County, Mississippi. It appears on the Sweatman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 269.91 feet (82.27 m) above sea level. The nearest populated place is Lilac, approximately 1.6 miles to the WNW.