This anchovy dressing contains olive oil, lemon juice, garlic, mustard, scallions, parsley, pepper, and, of course, anchovies. I like this version of an anchovy dressing because it is lighter and fresher than some other dressings. The most well-known anchovy dressing is probably Caesar-style dressing, which uses mayonnaise rather than oil and lemon juice as its base.