I don't know if a site exists that depicts wealthy vs. middle class vs. poor in terms of U.S. Presidents.

But this link provides a mini-biography of all of them, and I guess for someone who has the time it will be pretty easy to decipher which were children of privilege and which were not.

http://www.whitehouse.gov/history/presidents

Apple