St. John Vianney Theological Seminary was constituted on March 17, 1999 to replace the former Saint Thomas Seminary that had been operating at the same site since 1907.
Archbishop Charles J. Chaput, O.F.M. Cap., the successor to J. Francis Cardinal Stafford, completed a study in order to determine the feasibility of establishing an educational institution on the site.