'Rapid7' developed a framework dubbed 'Recog' https://github.com/rapid7/recog to facilitate fingerprinting hosts, services and content. The original tool was written in 'Ruby'. Tools are provided to download and match fingerprints.
Bob Rudis (bob@rud.is)
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