For lunch, it's an unacceptably long wait, although the OP doesn't seem to have been facing time constraints or presumably we would have heard about him/her being late to an afternoon appointment, etc.

Nevertheless, I'd give the server lots of brownie points for being honest about having caused the delay.

Maybe tip 10-15%, although it would help to know the location.