1. Cook potatoes in boiling water to cover 40 minutes or until tender; drain and cool 15 minutes. Peel potatoes, and cut into 1-inch cubes.
2. Combine potatoes and eggs.
3. Stir together mayonnaise and next 7 ingredients; gently stir into potato mixture. Serve immediately, or cover and chill 12 hours.