Toy Gun Marking Improvement Act - Amends the Federal Energy Management Improvement Act of 1988 to exclude from the definition of "look-alike firearm" in imitation firearm marking requirements any toy replica of an antique firearm developed prior to 1898. Bars States from prohibiting the sale or manufacture of toy replicas of such antique firearms.