Add tomatoes, salt to taste and cumin, cover with a lid, reduce heat and cook for 10 minutes until soft.
Spoon tomatoes into individual baking dishes with some sliced chourico, make a well in the middle and break one egg into each dish. Sprinkle a little salt over the egg and place in the oven.