When it's not starting, does it crank and just not turn over, or is it a totally dead key?
Just a guess, but maybe the housing on the distributor cap isn't sealing well, allowing humidity to collect and prevent it from turning over.
If it's a totally dead key, I would check the battery terminals and connectors to ensure they are all clean and tight. The rain could be a coincidence.