Gun Show Loophole Closing Act of 2013 - Amends the federal criminal code to make it unlawful for any person to operate a gun show unless such person:
Increases criminal penalties for serious recordkeeping violations and violations of criminal background check requirements. Authorizes the Director of the Bureau of Alcohol, Tobacco, Firearms, and Explosives (ATF) to hire additional investigators to carry out inspections of gun shows.