Leach Point is a cape located in Washington County, Maine. It appears on the Eastport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -9.19 feet (-2.80 m) above sea level. The nearest populated place is Perry, approximately 2.8 miles to the NNE.