For those of you who are interested, the Meetup API you want to call is:
https://api.meetup.com/2/rsvps?key=your_key_here&sign=true&event_id=put_event_id_here&page=20
BTW, you probably don't want to use the key-based URL above but instead use OAuth, but the above will work