Oh they rate limit and only allow access to the first 100 pages of results. Well that is that idea out of the window :P You could probably get around 7000 of them max, barely a scratch.
5663608 / 5000 = just under 48 days worth of non stop API harrasment... maybe that explains why github keeps going down, someone is already trying this out :P