Fleenor Branch is a stream located in Harrison County, Missouri. It appears on the Mitchellville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 829.21 feet (252.74 m) above sea level. The nearest populated place is Mitchellville, approximately 0.5 miles to the NE.