Its a service offered by Amazon where you can hire people ("crowdsource") to do simple tasks, like post a review of a service or answer a quiz or whatever.

The name is based on a chess-playing 'computer' that was actually a man inside of a machine, who was outputting the machine's moves.

http://en.wikipedia.org/wiki/Amazon_Mechanical_Turk