Highlight the advantages of metal organic framework (MOF) precursors for PGM-free catalyst synthesis. Provide a comprehensive overview of designing MOF precursors. Focus on engineering catalyst nanostructures with optimal electrocatalytic properties. Elucidate synthesis-structure-activity correlations for MOF-derived catalysts. Outline the future catalyst technologies by designing optimal MOF precursors.