If all things are made of matter and energy and matter and energy are limited, wealth is therefore limited.

You are correct, this is a fundamental truth of reality. If the root of all things is limited, everything that extends from it is limited.

In fact thanks to entropy one can say wealth is not only limited, but tends towards zero.