Farahat and Higman constructed an algebra FH interpolating the centres of symmetric group algebras Z(ZSn) by proving that the structure constants in these rings are "polynomial in n". Inspired by a construction of FH due to Ivanov and Kerov, we prove for Gn = GLn, Un, Sp 2n , On, that the structure constants of Z(ZGn(Fq)) are "polynomial in q n ", allowing us to construct an equivalent of the Farahat-Higman algebra in each case.