Windmill Point is a cape located in Anne Arundel County, Maryland. It appears on the Gibson Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.52 feet (0.46 m) above sea level. The nearest populated place is Arcadia, approximately 0.6 miles to the NNW.