You can choose to only play as a specific disciple.
However, a magic skill's level depends on the level of the respective disciple, so you will not have a variety of high-level magic skills unless you raise the levels of multiple disciples.
Also, since each disciple can equip different weapons, even if you obtain a strong weapon, it may not be possible to equip it with the disciple you are using.