Properly run incident management can have three dozen people involved with no negative impact. You need the incident manager to coordinate, communicate, run interference. You need a clear set of rules for who will have what role and responsibility. Combination of voice and text, multiple chat channels.

But yeah, if you have no plan or organization, too many cooks is detrimental.