On a midsummer’s evening, Cherry Hill Park is alive with as many as 1,000 temporary residents housed in everything from Army surplus tents to custom-built, million-dollar homes on wheels.

Visitors flocked to the Cherry Hill Campground in College Park, where assistant general manager Chris Lim says there’s a bipartisan crowd: about 200 parties of Trump supporters, including Bikers ...