When researchers at Cambridge and Stanford published a paper on their model this year, they said it worked out personality better than real people did.
It's a good party trick, and a fun application of a technology that's grown quite trendy in recent months. But more than that, Apply Special Sauce is further proof that even the smallest, most casual signals we throw off into the digital ether don't disappear.
Research has already demonstrated, for instance, that these algorithms and models can accurately guess your sexuality from your Facebook likes.
So far, none of this has probably affected you - but that's changing. The Apply Special Sauce app exists largely to advertise Cambridge's technology to private companies, who could use it in market research, customer service and ad targeting.
More to the point, it's only one of many such services. Crystal, a new plug-in for Gmail, promises to analyse the personalities of people who email you and recommend ways to communicate better; IBM's Personality Insights tool will infer "cognitive and social characteristics", including psychological needs, from texts, tweets and forum posts that you feed it.
Whether any of these services can get your personality exactly "right" is anybody's guess. But you can try Apply Special Sauce yourself at applymagicsauce.com.