Mills Branch is a stream located in Harlan County, Kentucky. It appears on the Bledsoe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,785.64 feet (544.26 m) above sea level. The nearest populated place is Bledsoe, approximately 2.2 miles to the NW.