With an attempt at not starting a tech war, the list Hescominsoon gave is good. Though I would like to make a few suggestions.
Strongly recommended:
Mobo -
Asus AM3 mobo - $99 (additional $40 over other)
Pure AM3 socket, DDR3 mem (ddr2 $ is going up, plus this is faster), most importantly...