No, all sites are available on a first-come first-served basis.

Looks like from the website, you can reserve. Follow Campendium's "Official Website" link under the address, and on the park's website, there's a "Make Reservations" link at the top. We were there on a Saturday night (mid May 2021) and did not have a reservation. There were a variety of open sites.