Metal-organic frameworks (MOFs) are porous materials formed by the coordination of organic and inorganic components through coordination bonds. MOF-derived materials preserve the large surface area and inherent porosity of their parent structures, while simultaneously offering enhanced electrical conductivity and more efficient charge transport. Studies have shown that integrating electrospinning with MOFs into continuous nanofiber networks can effectively address issues such as MOF structural collapse, low conductivity, and leaching of active sites. Moreover, the electrospinning technique enables fine-tuning of the product’s morphology, architecture, and chemical composition, thereby unlocking new possibilities for advancing high-performance ZABs. This review provides a systematic overview of recent advances in non-precious metal electrocatalysts derived from electrospun-MOF composites and examines the unique advantages of combining electrospinning with MOF precursors in the design of oxygen electrocatalysts. It also investigates the morphological regulation of various fiber structures, including porous, hollow, core-shell, and beaded structures, as well as their influence on the catalytic performance. Finally, the performance enhancement strategies of electrospun-MOF catalyst materials are examined, and the development prospects along with future research directions related to oxygen electrocatalysts based on electrospun nanofibers are emphasized. This thorough review aims to offer meaningful insights and practical guidance for advancing the understanding, design, and fabrication of next-generation devices for energy conversion and storage.