What license do I need to start a cleaning agency

You should get a business license AND business liability insurance. Call up the county you live in and see how to go about gettig a business license. You should also look into getting your employees bonded just in case something goes missing.

Depends on where you live. Go to the city or county licensing dept and ask them.