Monte Carlo method is even used by chess programs. Having the engine quickly play multiple games against itself, from a given position, is an alternative method of evaluation, probing how the position holds "in practice".
A nice writeup that helped me understand MCTS: https://tianjun.me/static/essay_resources/Lets_Play_Hanabi/p...