Railroad Branch is a stream located in Pike County, Missouri. It appears on the Frankford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 628.41 feet (191.54 m) above sea level. The nearest populated place is McCune, approximately 0.8 miles to the SE.