The incident occurred on Wednesday after Mr Mitchell, MP for Sutton Coldfield, was told by officers to get off his bicycle as he left Downing Street and use the smaller pedestrian gate instead of the mainentrance used by cars.
Cabinet ministers Musalia Mudavadi, William Morogo, Chris Obure and Sam Ongeri had to use an alternative route from the venue after opposition supporters blocked the mainentrance.