Three metal–organic frameworks (MOFs), [Cd(Hpzbpdc)(H2O)]⋅H2O (1), [Mn2(Hpzbpdc)2(dmf)2] (2), and [H2N(CH3)2]0.5[Eu(Hpzbpdc)1.5(HCOO)0.5(dmf)0.5]⋅DMF⋅0.5 H2O (3) (H3pzbpdc=4′‐(2 H‐pyrazol‐3‐yl)biphenyl‐3,5‐dicarboxylic acid), have been solvothermally synthesized from one pyrazoyl–carboxyl bifunctional ligand and characterized by single‐crystal structures. The H3pzbpdc ligand in 1–3 displays various coordination modes through the pyrazoyl and carboxyl groups. Both 1 and 3 contain dinuclear cluster building units and reveal a four‐connected gismondine (gis) zeolite 3D framework and a 2D grid layer structure, respectively. Compound 1 shows blue luminescence, compound 3 reveals red luminescence that arises from efficient energy transfer from the organic ligand to the europium(III) ion, and compound 2 reveals an uncommon (3,8)‐connected tfz‐d; UO3 net with a rare Mn4(COO)6 cluster and shows antiferromagnetic interactions between the manganese(II) ions.