Given the operation defined by $x * y = x^y$,
\[x * 2 = x \implies x^2 = x\]
Rearranging gives: \[x^2 - x = 0 \implies x(x - 1) = 0\]
Thus, the possible values of $x$ are: \[\boxed{0 \text{ and } 1}\]
