A Middle Class Disciple are stronger than normal people and Low Class Disciple but are weaker then High Class Disciple. They are in the middle part of being a Disciple. It has shown that this rank is when the disciple begin to show above average physical power and martial arts skills though it's not quite high.
History's Strongest Disciple Kenichi Wiki