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We're using Chef (http://www.opscode.com/chef/), specifically chef-solo (http://wiki.opscode.com/display/chef/Chef+Solo), to automate setup of the RapidFTR server component.
The deployment automation work is happening at https://github.com/rapidftr/RapidFTR-chef-repo. See the README there for instructions on setting up your server.