Same thing happened to me. For over a year the ac went out intermittently, only once at the mechanic's, and that mechanic thought it was an electrical issue. I took it to the Toyota dealer and the very experienced mechanic got the problem to show. He "hooked up the manifold gauges to check pressures and eliminate the chance of moisture in the system. During the process the A/C clutch failed to engage." The problem was an "intermittant magnetic clutch relay." That was done in May, in June we drove 5,000 miles on a road trip through LA, TX, NM, and AZ. No problems with the ac, despite the 100+ degree weather.