Little Blue Branch is a stream located in Bollinger County, Missouri. It appears on the Marble Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 492.97 feet (150.26 m) above sea level. The nearest populated place is Shrum, approximately 3.0 miles to the NW.