A highly multitasking 3D polycarbazole based microporous organic polymer (ACzMOP) is rationally prepared via a low‐cost FeCl3 catalyzed polymerization route utilizing a newly developed Td ‐symmetric adamantane core tetracarbazolic monomer. The nitrogen‐rich ACzMOP integrated with photo‐redox active electron‐rich π‐conjugated polycarbazole modules featuring large BET surface area of 1568 m 2 g −1, pore volume of 1.58 cc g −1, excellent physicochemical stability, and strong fluorescence in both aqueous and solid phases. Aqueous suspension including ACzMOP coated paper strip is highly responsive to the aqueous solution of nitroaromatics especially 2,4‐dinitrotoluene, an unavoidable intermediate of 2,4,6‐trinitrotoluene contamination, with ultra‐trace level detection capability (up to 0.32 ppb). The thin layer of solid polymer is capable of detecting nitroaromatic vapors, especially nitrotoluenes in a very sensitive manner. Moreover, the polymer exhibit record uptake of nitrotoluenes and nitrophenols with maximum uptake capability up to 510 mg g −1 setting a new benchmark among known porous materials. The polymer efficiently degrades toxic 4‐nitrophenol to the value‐added 4‐aminophenol precursor (TOF = 0.143 h −1) via photocatalytic pathway. For the very first time, ACzMOP as a single material system is capable of efficiently sensing and removing all sorts of nitroaromatic contaminations with regenerability under mild washing/vacuum conditions.