We generalize the recently proposed Greenberger-Horne-Zeilinger tripartite protocol ͓A. Galiautdinov and J. M. Martinis, Phys. Rev. A 78, 010305͑R͒ ͑2008͔͒ to fully connected networks of weakly coupled qubits interacting by way of anisotropic Heisenberg exchange g͑XX + YY͒ + gZZ. Our model differs from the more familiar Ising-Heisenberg chain in that here every qubit interacts with every other qubit in the circuit. The assumption of identical couplings on all qubit pairs allows an elegant proof of the protocol for arbitrary N. In order to further make contact with experiment, we study fidelity degradation due to coupling imperfections by numerically simulating the N = 3 and 4 cases. Our simulations indicate that the best fidelity at unequal couplings is achieved when ͑a͒ the system is initially prepared in the uniform superposition state ͑similarly to how it is done in the ideal case͒ and ͑b͒ the entangling time and the final rotations on each of the qubits are appropriately adjusted.