Although mirage mediation is one of the most plausible mediation mechanisms of supersymmetry breaking, it suffers from two crucial problems. One is the $\ensuremath{\mu}/B\ensuremath{\mu}$ problem, and the second is the cosmological one. The former stems from the fact that the $B$ parameter tends to be comparable with the gravitino mass, which is 2 orders of magnitude larger than the other soft masses. The latter problem is caused by the decay of the modulus whose branching ratio into the gravitino pair is sizable. In this paper, we propose a model of mirage mediation, in which Peccei-Quinn symmetry is incorporated. In this axionic mirage mediation, it is shown that the Peccei-Quinn symmetry breaking scale is dynamically determined around ${10}^{10}\text{ }\text{ }\mathrm{GeV}$ to ${10}^{12}\text{ }\text{ }\mathrm{GeV}$ due to the supersymmetry breaking effects, and the $\ensuremath{\mu}$ problem can be solved naturally. Furthermore, in our model, the lightest supersymmetric particle (LSP) is the axino, that is, the superpartner of the axion. The overabundance of the LSPs due to decays of the modulus/gravitino, which is the most serious cosmological difficulty in the mirage mediation, can be avoided if the axino is sufficiently light. The next-LSPs (NLSPs) produced by the gravitino decay eventually decay into the axino LSPs, yielding the dominant component of the axinos remaining today. It is shown that the axino with a mass of $\mathcal{O}(100)\text{ }\text{ }\mathrm{MeV}$ is naturally realized, which can constitute the dark matter of the Universe, with a free-streaming length of the order of $0.1\text{ }\text{ }\mathrm{Mpc}$. The saxion, the real scalar component of the axion supermultiplet, can also be cosmologically harmless due to the dilution of the modulus decay. The lifetime of the NLSP is relatively long, but much shorter than 1 sec, when the big-bang nucleosynthesis commences. The decay of the NLSP would provide intriguing collider signatures.