Solution 1:

I know this question is a bit old, but all the other answers seem quite complex to me, while the answer itself can be quite simple: nor gates are universal, redstone torches are nor gates, and all graphs can be embedded in 3-space; so yes, Minecraft is Turing complete!

Solution 2:

Notch himself has said in an interview that yes, the Redstone blocks in Minecraft allow construction of Turing-complete Machines.

A couple people have even constructed ALUs and CPUs, for instance the following one. The creator was planning on adding a memory array to allow programming it.

Solution 3:

I'm afraid that any finite-sized redstone building (even in an infinite world) can only store as much bits of data as the amount of redstone put in it, therefore it's not Turing Complete.

If you're talking about infinite-sized redstone buildings, well, you can quite easily build conway's game of life in minecraft, which is turing complete. The "quite easily" won't work if we were in a 2D Minecraft space, and there, well, that's an interesting question :)

Here's a neat example of an implementation:

Solution 4:

Vanilla Minecraft is most likely Turing Complete due to the combination of command block cloning (for unbounded memory), teleportation (for chunk loading), and block update detection (a component for self-identifying cloning devices).