Peel and finely chop the onion. Wash parsley, pluck leaves from the stalks and chop finely. Mix sauerkraut, cream cheese, onion and parsley. Season with salt and pepper.
Spread the ham with horseradish. Spread sauerkraut on top, roll up and cut into small rolls. Arrange sauerkraut rolls on a plate with baguette bread.