renal cell carcinoma (RCC), [2] and nonsmall cell lung carcinoma (NSCLC). [3] Through active or passive means, tumor immunotherapy induces the body to produce a tumor-specific immune response which suppresses the tumor progression and prevents the tumor recurrence or metastasis. [4][5][6] Strategies reported for tumor immunotherapy so far mainly involved immune checkpoint blockade (ICB), [7] adoptive cell transfer therapy (ACT), [8] tumor-specific vaccines, [9] and application of small molecular immunemodulating drugs. [10] However, most immunotherapy methods often encounter the great challenge of not being effective enough for many tumors of which a large amount do not respond in the clinic, [11,12] requiring advanced tumor immunotherapy methods to be developed.Among various tumor immunotherapy strategies, inhibition of the indoleamine-2,3-dioxygenase (IDO) is drawing great attention at present because of its critical role in mediating tumor immune evasion, and some inspiring studies were reported. [13][14][15] Admittedly, IDO catalyzes the degradation of amino acid l-tryptophan (Trp) into the metabolite l-kynurenine (Kyn), which suppresses cytotoxic T lymphocytes (CTL) and activates regulatory T (Treg) cells. [16,17] The strong immunomodulatory functions of IDO can be attributed Immunotherapy brings great benefits for tumor therapy in clinical treatments but encounters the severe challenge of low response rate mainly because of the immunosuppressive tumor microenvironment. Multifunctional nanoplatforms integrating effective drug delivery and medical imaging offer tremendous potential for cancer treatment, which may play a critical role in combinational immunotherapy to overcome the immunosuppressive microenvironment for efficient tumor therapy. Here, a nanodrug (BMS-SNAP-MOF) is prepared using glutathione (GSH)-sensitive metal-organic framework (MOF) to encapsulate an immunosuppressive enzyme indoleamine 2,3-dioxygenase (IDO) inhibitor BMS-986205, and the nitric oxide (NO) donor s-nitrosothiol groups. The high T1 relaxivity allows magnetic resonance imaging to monitor nanodrug distribution in vivo. After the nanodrug accumulation in tumor tissue via the EPR effect and subsequent internalization into tumor cells, the enriched GSH therein triggers cascade reactions with MOF, which disassembles the nanodrug to rapidly release the IDO-inhibitory BMS-986205 and produces abundant NO. Consequently, the IDO inhibitor and NO synergistically modulate the immunosuppressive tumor microenvironment with increase CD8 + T cells and reduce Treg cells to result in highly effective immunotherapy.In an animal study, treatment using this theranostic nanodrug achieves obvious regressions of both primary and distant 4T1 tumors, highlighting its application potential in advanced tumor immunotherapy.