I'm a bit surprised that here in Boston, the nearest museum listed is in New York.
I think the site is compiled by one person. If you look at the map (https://www.niche-museums.com/map) it's heavily biased towards the southern UK and the SF Bay Area.
The Eric Carle Museum of Picture Book Art is in Amherst, MA and quite excellent.
There is or was a Museum of Bad Art (MOBA) in Boston.
It's only museums I've visited myself. I actually do have a draft entry in the works about the Glass Flowers at the Harvard Natural History Museum, I should finish and publish that!