Steam potatoes; let stand 10 minutes. With skin on cut into small pieces. Add parsley and onions.
Blend together remaining ingredients and pour over warm potatoes. Toss gently to coat. Let stand at least 3 hours. Chill if desired. Cook time includes stand time.