Engineering mathematics is not for everyone, and indeed not required for every MBA graduate, but it certainly helps for the more quantitative courses. And finance at one school can differ wildly from finance at other schools. Look for the professors. Look at the courses people take.
But also look at the culture. Some universities are focussed on the money, others, like Yale, on much wider impact in business and public service.