We present a feasible proposal for quantum tomography of qubit and qutrit states via mutually unbiased measurements in dispersively coupled driven cavity QED systems. We first show that measurements in the mutually unbiased bases (MUBs) are practically implemented by projecting the detected states onto the computational basis after performing appropriate unitary transformations. The measurement outcomes can then be determined by detecting the steady-state transmission spectra (SSTS) of the driven cavity. It is found that all the measurement outcomes for each MUB (i.e., all the diagonal elements of the density matrix of each detected state) can be read out directly from only one kind of SSTS. In this way, we numerically demonstrate that the exemplified qubit and qutrit states can be reconstructed with the fidelities 0.952 and 0.961, respectively. Our proposal could be straightforwardly extended to other high-dimensional quantum systems provided that their MUBs exist.implement MUBs-QST only in optical systems [24][25][26][27]. Additionally, a theoretical scheme has been presented to realize MUBs-QST of two spin qubits in a double quantum dot [28].As a possible physical implementation, in this paper we propose a feasible proposal for MUBs-QST in dispersively coupled driven cavity QED systems. We demonstrate our idea for the cases of qubit and qutrit states. Certainly, our idea is also suitable for other high-dimensional quantum systems if their MUBs exist. The main idea of our proposal is summarized as follows. First, measurements in the MUBs are implemented by projecting the detected states onto the computational basis after performing proper unitary transformations, which can be readily realized by adjusting the classical driving field applied on the qubit or qutrit. Secondly, the projective measurement outcomes can be determined by detecting the steady-state transmission spectra (SSTS) of the driven cavity. Through theoretical analysis and numerical experiments, it is found that multiple peaks appear in the SSTS: each of the detected peaks marks one of the computational basis states and its relative height equals the corresponding superposed probability in the detected state. This manifest advantage allows us to directly read out all the measurement outcomes for each MUB (i.e., all the diagonal elements of the density matrix of each detected state) by only one kind of SSTS. In this manner, MUBs-QST can be realized. Finally, our proposed readout method is of the nondestructive property [29]. This means that what we directly detect is the transmitted photons through the driven cavity, rather than intracavity atom itself. The measurement-induced noises on the atom can be efficiently suppressed. Thus we numerically demonstrate that the fidelities of the exemplified qubit and qutrit states can attain 0.952 and 0.961, respectively.The rest of this paper is organized as follows. In section 2, we briefly introduce the MUBs and the MUBs-QST for d-dimensional quantum system, especially for two minimal prime numbers d=2 a...