Murad Ali of the Brotherhood's Freedom and Justice Party said that shooting broke out in the early morning while Islamists staged a sit-in outside the Republican Guard barracks.
Muslim Brotherhood spokesman Gehad El-Haddad says hundreds of critically wounded are being taken to hospitals.
Locals on the ground say no warning shots fired before the security forces attacked. Ambulances are at the scene.