Bagby Branch is a stream located in Randolph County, Missouri. It appears on the Armstrong USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 662.73 feet (202.00 m) above sea level. The nearest populated place is Mount Airy, approximately 2.4 miles to the NNE.