I had kids at mine, and everyone was shocked. So I'd imagine it's the norm to not have kids?

I would just call everyone and say, "Sorry I forgot to write that it is adults only, due to space and catering restrictions".

When did the invites go out? When is the party?
Be prepared for cancellations for those who RSVP'd thinking they could bring the kids and have no alternative.