Energy Market Manipulation Prevention Act - Directs the Commodity Futures Trading Commission (CFTC) to eliminate excessive speculation in energy contract markets, unwarranted energy price fluctuations, or other unlawful activities that prevent energy prices from accurately reflecting supply and demand. Requires the Commission to: