The uncertainty relation is a fundamental principle in quantum mechanics. We explore the measurement uncertainty of two incompatible observables on qubit A with the aid of a memory qubit B, both of which are subject to two independent and identical dissipative and dephasing environments. Compared with the case of two uncoupled qubits, we show that the measurement uncertainty can be reduced significantly by introducing the interaction Hamiltonian to the two qubits, and such a positive role of the interaction Hamiltonian applies even to the initial product states. Moreover, the enhancement of the entanglement always induces decrease of the measurement uncertainty for all the cases we considered. The interaction Hamiltonian can therefore serve as an efficient way to reduce measurement uncertainty of two incompatible observables.