As a novel organic–inorganic hybrid porous crystalline material, metal–organic frameworks (MOFs) are ideal sensitive materials for detecting gases, antibiotics, and ions, owing to their ultra-high specific surface area, tunable pore structures, abundant active sites, and tailorable architectures. This review systematically summarizes the core structural features, preparation methods, and modification strategies of MOFs, elaborates on the adsorption and signal conversion mechanisms in target detection, and highlights typical applications, performance advantages, and practical scenarios of MOF-based sensors, clarifying their structure–activity relationships and performance differences from traditional semiconductor sensors. It further analyzes key challenges, including insufficient stability, poor conductivity, large-scale preparation difficulties, and real-sample interference, as well as industrialization bottlenecks such as batch-to-batch reproducibility, instrument integration, and high costs. Additionally, it supplements cross-field synergistic innovations and industrialization progress, and prospects future directions: function-oriented precise design, multifunctional composite optimization, portable intelligent devices, green large-scale synthesis, and standardization promotion. This review provides a comprehensive reference for advancing MOF-based detection research and applications in environmental monitoring, industrial safety, food safety, and healthcare.
Zhang et al. (2026) studied this question.