No. The Fed is responsible only for monetary policy and banking system oversight. Federal taxes are approved and collected exclusively by Congress—via the Internal Revenue Service (IRS), a federal agency)—which is an instance of fiscal policy. State and local taxes are collected by individual states or municipalities.