A novel 4,8‐connected Eu‐MOF with paddle wheel‐shaped {Eu2(COO)4} subunits extended by 4‐connected BTCTB3– linkages is hydrothermally synthesized by incorporating with C3‐symmetric 3,3′,3′′‐[1,3,5‐benzenetriyltris(carbonylimino)]tris‐benzoate ligand (BTCTB), which exhibits high stability, good dispersion and intense red emission. Resulting significantly from the synergetic inner filter effect and photoinduced electron transfer, the framework shows rapid and efficient fluorescence decay towards nitrofuran antibiotics with strong quenching constants and low detection limits of (1.27 ± 0.03) × 104 m–1 and 0.67 ± 0.08 µm for nitrofurazone, (2.10 ± 0.03) × 104 m–1 and 0.60 ± 0.06 µm for nitrofurantoin as well as (1.72 ± 0.04) × 104 m–1 and 0.51 ± 0.06 µm for furazolidone. Furthermore, a RGB value‐based colorimetric response application loaded on the mobile device and personal computer platforms is developed, which can potentially fulfil portable and easy probing for nitrofuran antibiotics in water system.