The Plymouth rock in Plymouth, Massachusetts, USA.
I believe that it's actually just a rock that was randomly chosen. A small granite open-aired structure was build around it. The rock was split at one point and then rejoined with concrete that is still visible.
Many people get there, look at it, and actually say, "That's it?".
Plymouth is a cool little town though.