The big problem of MBTI is the axes aren't well aligned with supportable dimensions of personality, though they have some correlation with them. Models like EPQ (3 factors), Big Five (5 factors), and HEXACO (6 factors) have better methodology behind them (though each still has strengths and weaknesses).

MBTI is a just-so story with a lot of marketing behind it.