Home>Choose State>Cities in Kentucky>Institutions in West Point>West Point Bank Locations in West Point West Point Bank Branch Locations in West Point, KY 1. West Point Bank - West Point Branch 601 Main Street, West Point, KY 40177 (502) 922-4755 View Branch