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Madame Claude is Cleveland Brown's Jamaican cousin who appeared in "Peter's Progress". She is a psychic and thus can see people's past lives through palm reading. She told the quartet of friends about the history of Quahog, Rhode Island, pronouncing it as "kway-hogue". She is voiced by John Viener.
When it's Peter's turn to have his past life revealed, he says, "Oh, I don't think there's anything in that black bag for me," which is a line from the ending of the The Wizard of Oz when Dorothy believes that the Wizard has nothing for her. When, in fact, this a reference to Madame Claude being a talkative, middle-aged, African-American woman. This is one of MacFarlane's many references to that film.