That's perfectly fine but just make sure to word your invitations so no one expects lunch or a meal. Something along the line of "cake and light refreshments." (View Post)
No, it's not rude at all. When you label the card, indicate that it is from both of you. The bride should send you each a separate thank you note. (View Post)