Sardine Recipe #2: Sauced Sardines. This works well if all you have is sardines canned in water. Drain the sardines, put them into a small bowl, then in a separate bowl, stir together a sauce of extra virgin olive oil, lemon juice, minced garlic, Dijon mustard, salt and pepper, and pour it over the sardines.