Contact your home insurer and ask about an excess liabilty umbrella policy. Usually very cheap, and will cover you for just about everything. Just make sure there is not an aircraft exemption in the policy.
Concerning an excess liability policy, keep in mind that it may not help you if you are using your drone for business purposes. Ask that question specifically of your agent. You will need to get a business liability policy if you are earning any money with your drone.