First, remove any third party logins using the instructions below
Once you click on that link, you will then see the section called “opting out of Klout”. You can opt-out by logging into your account and then clicking http://klout.com/corp/optout. You will be removed from Klout.com in 24-48 hours.
Thanks to Andreas of Klout.com for pointing this out.