I spent most of my 20s doing grassroots campaigning, with a large part of it being protest planning and organization. You generally do not need a permit to conduct protests on public property, even large ones, in the USA.

The exceptions are very specific; i.e. blocking roads may require a permit.

www.aclu.org/know-your-rights/protesters-rights