This is absolutely what should happen, but what will almost certainly happen is that the most openly corrupt president the US has ever had will blanket pardon everyone who remains loyal to him for the remainder of his term and there will be no federal level criminal legal consequences for any of these people.
And this is kind of the optimistic outcome, the one where the corrupt people in power don't find a way to extend their power indefinitely, which is certainly their plan (their incompetence may stop this from happening).