Quay is one of those words like bowline or boatswain that's commonly mispronounced because people see it in writing without hearing it said. Bowline "properly" rhymes with pin, and boatswain sounds like bosun.

A similar thing happened to solder in Britain, where it originally had a silent l as a nod to its Latin etymology, but some people started pronouncing it.