Mary-Kate Olsen has found love again....

The 20-year-old mogul has been single for about a year — ever since Paris Hilton swiped her last sweetie, shipping heir Stavros Niarchos —  but for about a month, Olsen has been quietly dating oil heir Maxwell Snow, according to Star magazine.

Snow, who hails from Texas’ de Menil oil family, also happens to be Uma Thurman’s nephew — the son of her older half-sister, Taya Thurman. Don’t expect the happy couple to go public with the romance anytime soon, however.

“Every time she gets a boyfriend, the media make it impossible for it to be a normal relationship, and she’s probably scared that all the attention would scare him away,” a source told he tab.  “It’s happened before, so she’s not making any public appearances with him yet.”

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