The integration of two-dimensional semiconductors and arbitrary materials or architectures offers the possibility to enhance the functionality of a material and improve device performance. Now, a general synthesis route is reported for heteroepitaxial growth of semiconducting 2H-MoTe2 films on arbitrary single-crystal substrates and three-dimensional architectures without the limitation of lattice matching and a planar surface.