The Federal Reserve Bank is any of the twelve banks in charge of performing federal operations, such as controlling money supply. The tweleve federal reserve banks are located in: Boston, New York, Philadelphia, Cleveland, St. Louis, San Francisco, Richmond, Atlanta, Chicago, Minneapolis, Kansas City and Dallas.