I am using a silicon lubricating spray and/or the anti corrosion "Blaster" product. Works well so far... I also find laying a large cloth over my tools when im not using them helps.
Plus I leave silicon packs from shipping near the tools to suck up extra moisture from the air. I bet a humidifier would be great but i dont think my garage is well enough sealed for that.