tinyE: MK 9 had one that started good but by the time it ended I was so confused I had no clue what was going on. :P
People kept dying, coming back, being created, changing sides, dying again, and it all revolved around this amulet that let them see the future that turned out to be the present but could still be changed but only because it was broken and then it wasn't broken and AHHHHHHHH!!!!!!
They picked up from the end of MK Armageddon (MK7) with the assumption that Shao Kahn won by defeating Raiden in the end. So, before dying Raiden sent himself a message to the past, through the amulet. That broke the amulet.
As the story unfolds (basically a retelling of the first three games, but adapting the stuff from later games into the earlier ones), Raiden tries to figure out what the vision from the future meant, as he sees events unfolding in his visions just before they happen and tries to intervene, thus changing the future. By the end, he realizes that the original message he received, "He must win", meant letting Shao Kahn win after his illegal invasion of Earth (MK3), because he figured that the only situation where the Elder Gods would intervene was if Shao Kahn tried to merge the Realms without winning 10 consecutive MKs.
Thus, Shao Kahn tries to merge the realms, the Elder Gods intervene by granting Raiden enough power to utterly destroy Shao Kahn permanently, which he does. Armageddon is averted, but due to his many mistakes through the story, most of the earthrealm warriors end up dead and their souls in the hands of Quan Chi and Shinnok.
MKX, on the other hand, is a retelling of MK4 given the circumstances of the MK9 ending.
I'm wiiling to bet that MK11 will see the return of Onaga and, maybe, Blaze and Shujinko.