Rechargeable secondary batteries, widely used in modern technology, are essential for mobile and consumer electronic devices and energy storage applications. Lithium (Li)‐ion batteries are currently the most popular choice due to their decent energy density. However, the increasing demand for higher energy density has led to the development of Li metal batteries (LMBs). Despite their potential, the commonly used liquid electrolyte‐based LMBs present serious safety concerns, such as dendrite growth and the risk of fire and explosion. To address these issues, using solid‐state electrolytes in batteries has emerged as a promising solution. In this Perspective, recent advancements are discussed in ionic covalent organic framework (ICOFs)‐based solid‐state electrolytes, identify current challenges in the field, and propose future research directions. Highly crystalline ion conductors with polymeric versatility show promise as the next‐generation solid‐state electrolytes. Specifically, the use of anionic or cationic COFs is examined for Li‐based batteries, highlight the high interfacial resistance caused by the intrinsic brittleness of crystalline ICOFs as the main limitation, and presents innovative ideas for developing all‐ and quasi‐solid‐state batteries using ICOF‐based solid‐state electrolytes. With these considerations and further developments, the potential for ICOFs is optimistic about enabling the realization of high‐energy‐density all‐solid‐state LMBs.