Full of classic Greek flavors, Mediterranean potato salad recipe contains feta cheese, olive oil, parsley, lemon, and typically vegetables like cucumber, tomato, and red onion. This potato salad combines those flavors with the snappy tang of capers for a wonderfully fully-flavored dish!