A considerable proportion of patients with rheumatoid arthritis (RA) do not respond to monospecific agents. The purpose of our study was to generate a hybrid form of biologics, targeting tumor-necrosis factor alpha (TNFα) and interleukin-6 receptor (IL-6R), and determine its anti-arthritic properties in vitro and in vivo. A novel dual target-directed agent (DTA(A7/sTNFR2)) was generated by conjugating soluble TNF receptor 2 (sTNFR2) to the Fc region of A7, a new anti-IL-6R antibody obtained by screening the phage display human antibody library. DTA(A7/sTNFR2) inhibited the proliferation and migration of fibroblast-like synoviocytes from patients with RA (RA-FLS) more efficiently than single target-directed agents. DTA(A7/sTNFR2) also blocked osteoclastogenesis from bone marrow cells. The arthritis severity scores of the experimental arthritis mice with DTA(A7/sTNFR2) tended to be lower than those of mice with IgG, A7, or sTNFR2. Histological data suggested that DTA(A7/sTNFR2) is more efficient than single-target drugs in preventing joint destruction and bone loss. These results were confirmed in vivo using the minicircle system. Taken together, the results show that DTA(A7/sTNFR2) may be a promising therapeutic agent for the treatment of RA.