Cut away the caps from tomatoes and hollow out. Drip them off onto paper towels.
Pat capers dry and chop finely. Drain the tuna, pick to pieces in a bowl and mix well with capers, creme fraiche, salt, pepper and lemon juice.
Fill mixture into the tomatoes and garnish with basil leaves and capers.