As others said, nice summer weekends can get booked fast, so reservations come in handy.

That said: in the national forests and some state forests you can dispersed tent camp in certain areas (there’s rules on distance from trails and water, so google around before you pitch a tent in the woods). A friend and I spent a week driving around Vermont, and camped somewhere free every night.