A cap removal device for removing and retaining a plurality of caps from a drug delivery device includes a body having a plurality of recesses. Each of the plurality of recesses comprises a shape corresponding to a shape of one of the plurality of caps and each recess is provided with an engagement member adapted to engage a cap. Furthermore, a cap adapted to be mounted to a distal end of a drug delivery device includes a distal portion comprising a shape corresponding to a shape of a recess of the cap removal device.