See all Restaurants in Cape Breton Island Cape Breton Island for: Adventure, Food And Dining, Art And Culture, Nightlife, Spa, History, First Timers, Family, Romance, Shopping Rusty Anchor About Rusty Anchor, Pleasant Bay, +1 902 224-1313. Great seafood, fantastic seaside patio. If you are lucky you can spot a bald eagle hovering above you. Sandwiches $C10, special seafood plates $C20. Add to Wish List