G protein-coupled receptor 83 (GPR83) is primarily expressed in the brain and is implicated in the regulation of energy metabolism and some behaviors. Recently, the PCSK1N/proSAAS-derived peptide PEN, the procholecystokinin-derived peptide proCCK56-63, and family with sequence similarity 237 member A (FAM237A) were all reported as agonists of GPR83. However, these results have not yet been reproduced by other laboratories and thus GPR83 is still officially an orphan receptor. The PEN and proCCK56-63 share sequence similarity; however, they are completely different from FAM237A, raising doubts that all of them are ligands of GPR83. To identify its actual ligand(s), in the present study we developed a NanoLuc Binary Technology (NanoBiT)-based ligand-binding assay, fluorescent ligand-based visualization, and a NanoBiT-based beta-arrestin recruitment assay for human GPR83. Using these assays, we demonstrated that mature human FAM237A could bind to GPR83 with nanomolar range affinity, which activated this receptor and induced its internalization in transfected human embryonic kidney 293T cells. However, we did not detect any interaction of PEN and proCCK56-63 with GPR83 using these assays. Thus, the results confirmed that FAM237A is an agonist of GPR83, but did not support PEN and proCCK56-63 as ligands of this receptor. Clarification of its actual endogenous agonist will pave the way for further functional studies of this brain-specific receptor. The present study also provided an efficient approach for the preparation of mature FAM237A, which would facilitate further functional studies of this difficult-to-make peptide in the future.