Call of Cthulhu (horror genre) obvious first choice for me, Feng Shui (for action genre, covers multiple different settings as well).
Then I'm torn between FATE Core or Hero System (for everything else), FATE would be fast and easy to develop and play, but if I'm stuck on a desert island I...