This video, from Egyptian newspaper Al Watan, has footage of Muslim Brotherhood members going through tunnels to Gaza last March, before the coup.
The interviews have some of them admitting that they went to Gaza for training in weapons and meeting Hamas officials. There is video, reportedly from Gaza, showing this training as well as their return from the tunnels last year.
No wonder Egyptian security was so keen in closing the tunnels.