This paper develops an agile cooperative aerial manipulation framework for multiple quadrotors transporting a cable-suspended load. Online whole-body kinodynamic planning and cable-tension compensation enable accelerations at least eight times higher than existing methods, with robustness against disturbances and load uncertainties.