Blue Branch is a stream located in Adair County, Kentucky. It appears on the Knifley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 691.80 feet (210.86 m) above sea level. The nearest populated place is Neatsville, approximately 0.9 miles to the ENE.