The effective detection of Fe 3+ , Cr 2 O 7 2− , and picric acid (TNP) is of immense significance in chemical and environmental fields. In this paper, five novel luminescent Cd(II)-metal−organic frameworks (MOFs) (CUST-601−605) based on the ligand of 1-(9-(1H-1,2,4-triazol-1-yl)anthracen-10-yl)-1H-1,2,4-triazole (tatrz) and a series of carboxylate ligands were synthesized via solvothermal reactions. CUST-601−605 are characterized by X-ray single-crystal diffraction, powder X-ray diffraction, and thermogravimetric analysis. CUST-601 and 605 show porous three-dimensional (3D) structures, and CUST-602 shows 2D network structures, with the ethanol molecules as the capping agents. CUST-603 and CUST-604 exhibit 3D and 2D structures, respectively, based on the controlled contents of organic ligands and capping agents. Luminescent experiments indicate that CUST-601, 602, and 604 show satisfactory sensitivity and selectivity for the detection of Fe 3+ , Cr 2 O 7 2− , and TNP. Further, CUST-603 and 605 are only used to determine Cr 2 O 7 2− and TNP sensitively. The MOF-based fluorescent sensors designed in this paper demonstrate the successful and feasible strategy to use anthracene-based ligands, which shows great potential in environmental detection applications.