•Reveal mechanical enhancement of merged frameworks in reticular chemistry•Computational calculation three mechanisms impacts MOFs' stability•Synthesis a high-mechanical-stability mesoporous mixed-linker MOF, RE-sph-MOF-5•AFM stability study synthesized sph-MOFs The linker expansion, affording extra-large, free open space metal-organic (MOFs), is generally accompanied by decrease their stabilit...