Put the egg yolks, mustard and lemon juice in a bowl and stir with a whisk. Add the oil in a thin stream, stirring constantly, until a firm mayonnaise is formed. Add the remaining ingredients to the mayonnaise and stir everything together. Season the mayonnaise with salt and pepper.