Mitchell Branch is a stream located in Polk County, Tennessee. It appears on the Caney Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 849.62 feet (258.96 m) above sea level. The nearest populated place is Parksville, approximately 1.9 miles to the W.