Explore hiking trails around Village of Oyster Bay Cove, New York. The best hike near Village of Oyster Bay Cove is View of Pollepel Island, Bannerman's Castle via Breakneck Bypass Trail and Breakneck Ridge Trail, a 2.8 mile oneway in Hudson Highlands State Park. Village of Oyster Bay Cove has population 2265.0.