From frameworks to functionality: a review of MOF-derived materials in emerging supercapacitor technologies

characterization revealing ion-pinning mechanisms, defect-tuning strategies with quantified trade-offs, and multifunctional device integration. By bridging fundamental insights with practical considerations, this work provides an actionable design framework for translating MOF-derived materials into next-generation sustainable supercapacitor technologies.