I like Goop - it dries tough, but just a little bit flexible, so it won't break easily.
Also handy is a hot glue gun, dries fast, no waiting overnight.
And finally, epoxy putty, as it's name implies, it's putty-like, so can fill bigger areas, dries rock hard