Unfortunately, with multiple cats one gets eye infection the rest get it too.
I'm guessing a human version of conjuctivities. I would call the vet let them know another cat has the eye infection. They will probably prescribe eye ointment or antibotic pill or both. Be sure you wash your hands after being in contact with the cats. You can pass it on from one cat to other just by touching.