Leonardo Harbor is a bay located in Monmouth County, New Jersey. It appears on the Sandy Hook West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -5.31 feet (-1.62 m) above sea level. The nearest populated place is Leonardo, approximately 0.3 miles to the SSW.