Relapsed and refractory (R/R) mantle cell lymphoma (MCL) remains an incurable lymphoma with a poor prognosis. Recently, there are a few studies demonstrating the efficacy of anti-CD19 chimeric antigen receptor T (CAR-T) cell therapy in MCL, including ZUMA-2 study in which CD28-based CAR-T cells were used. However, long-term efficacy and safety associated with 4-1BB-based CAR-T therapy in MCL are not defined well. Here, we report three male patients with R/R classical MCL, who received CD19-directed 4-1BB CAR-T therapy and achieved complete remission, showed mild symptoms of cytokine-release syndrome (CRS) and had no neurological toxicity. During a follow-up of 24-35 months, all three patients remained in complete remission. Persistent B-cell depletion was observed in two patients. Recovery of CD19+ polyclonal B cells was detected in one patient at 6 months after CAR-T cell infusion. Recovery of serum immunoglobulin, including IgG, IgA and IgM, was not observed in two patients at the last follow-up. Only one patient developed herpes zoster, and the other two patients had no serious infection. This is the first report about the efficacy, long-term remission and safety of CD19-directed 4-1BB CAR-T therapy in R/R MCL.