But it's so fun to speculate on aliens!
Regardless, maybe Larry Niven got it right.... could be the Ringworld or the Puppeter's Fleet of Worlds. Though in either case, bad news for us in future. Pak Protectors for the former, Seyfert galaxy explosion for the latter.