Place potatoes in a large pan. Cover in cold, heavily salted water until just covered. Bring to a boil and cook until potatoes are easily pierced with a knife (about 15-20 minutes). Drain and cool.
Mix potatoes with remaining ingredients. Serve immediately or refrigerate until ready to serve (best served cold).
Possible additions: diced onion, hardboiled eggs, and spicy mustard.