RE: The Real McCoy

I have to honestly say, I always thought this phrase came from the Hatfield's and McCoy's family feud which started, I believe, in 1863. However, with as many sources as I found to tell me about the feud, most of them using the phrase "The Real McCoy", I cannot find anything to substantiate my belief. Is there anyone out there who can?