Mah-Jong core rules are quite simple: collect combinations to fill your hand, a bit like Gin Rummy.
The scoring however is complicated. Some tiles are worth more than others, some combinations likewise, and then there are bonuses for being the dealer, or for your place at the table (yes, really), and situational bonuses.