What is the name of the precious rock the maori hunted for?

The first obvious answer would be Pounamu (Jade). There are many types and qualities, just as there were many uses, though this rock is still highly valued today.

http://www.teara.govt.nz/EarthSeaAndSky/MineralResources/PounamuJadeOrGreenstone/en