Cleaves Cove is a bay located in York County, Maine. It appears on the Kennebunkport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -5.25 feet (-1.60 m) above sea level. The nearest populated place is Turbats Creek, approximately 0.3 miles to the NNW.