Why would your car shake when it is raining?

If it only happens when it's raining, your coil pack is likely cracked and moisture is getting in. This means that your engine is misfiring because of the moisture. It should be replaced, but if you need to get somewhere with it, spray some WD-40 on the coil pack to displace the water.