Inclusion Criteria:

* Histologically confirmed metastatic renal cell carcinoma with predominantly clear cell histology.
* Have measurable disease by RECIST 1.1 criteria. For example, this would include tumor in the lung, liver, and retroperitoneum. Bone disease is difficult to follow and quantify and as a sole site would not be acceptable.
* Patients must be at least 4 weeks from radiation or surgery and recovered from all ill effects.
* Age ≥18 years.
* Karnofsky Performance Status ≥80%.
* Adequate end organ function:

1. Hematologic: ANC ≥ 1000cells/uL, platelets ≥ 100,000/uL, hemoglobin ≥ 9g/dl (pre transfusion values used for prognostic factor, can be transfused or use recombinant erythropoietin growth factors but must not have active bleeding).
2. Liver: AST ≤ 2 x ULN (upper limit of normal), serum total bilirubin ≤ 2 x ULN (except for patients with Gilbert's Syndrome).
3. Renal: serum creatinine ≤ 1.5 mg/dL or estimated creatinine clearance ≥ 60ml/min using Cockcroft-Gault estimation using the formula per protocol.
4. Pulmonary: FEV1 ≥ 2.0 liters or ≥ 75% of predicted for height and age. (PFTs are required for patients over 50 or with significant pulmonary or smoking history defined as >20 pack years or history of COPD/emphysema).
5. Cardiac: No evidence of congestive heart failure, symptoms of coronary artery disease, myocardial infarction less than one year prior to entry, serious cardiac arrhythmias, or unstable angina. Patients who are over 40 or have had previous cardiac disease will be required to have a negative or low probability cardiac stress test for cardiac ischemia.
* Women should not be lactating and, if of childbearing age, have a negative pregnancy test within two weeks of entry to the study.
* Appropriate contraception in both genders.
* The patient must be competent and have signed informed consent.
* CNS: No history of cerebrovascular accident, transient ischemic attacks, central nervous system or brain metastases.

Exclusion Criteria:

* Patients who have previously received IL-2 are NOT eligible. Patients on HCQ in neoadjuvant protocols or in the past for clinical indications ARE eligible, as are patients who have previously received CTLA-4 and/or PD-1/PD-L1 antibodies.
* Concomitant second malignancy except for non-melanoma skin cancer, and non-invasive cancer such as cervical CIS, superficial bladder cancer without local recurrence or breast CIS.
* In patients with a prior history of invasive malignancy, less than five years in complete remission.
* Positive serology for HIV, hepatitis B or hepatitis C.
* Significant co-morbid illness such as uncontrolled diabetes or active infection that would preclude treatment on this regimen.
* Use of corticosteroids or other immunosuppression (if patient had been taking steroids, at least 2 weeks must have passed since the last dose).
* History of inflammatory bowel disease or other serious autoimmune disease. (Not including thyroiditis and rheumatoid arthritis). Patients already on hydroxychloroquine for such disorders are not eligible.
* Patients with organ allografts.
* Uncontrolled hypertension (BP >150/100 mmHg).
* Proteinuria dipstick > 3+ or ≥ 2gm/24 hours.
* Urine protein:creatinine ratio ≥ 1.0 at screening.
* Major surgery, open biopsy, significant traumatic injury within 28 days of starting treatment or anticipation of need for major surgical procedure during the course of the study.
* Minor surgical procedures, fine needle aspirations or core biopsies within 7 days prior to starting treatment. Central venous catheter placements are permitted.
* History of abdominal fistula, gastrointestinal perforation, or intra-abdominal abscess within 6 months prior to starting treatment.
* Serious, non-healing wound, ulcer, or bone fracture.
* History of tumor-related or other serious hemorrhage, bleeding diathesis, or underlying coagulopathy.
* History of deep venous thrombosis, clinically significant peripheral vascular disease, or other thrombotic event.
* Inability to comply with study and/or follow-up procedures.
* Individuals with known history of glucose 6 phosphate deficiency are excluded from the trial (possible issue with HCQ tolerance).
* Patients with previously documented macular degeneration or diabetic retinopathy are excluded from the trial.
* Baseline EKG with QTc > 470 msec (including subjects on medication). Subjects with ventricular pacemaker for whom QT interval is not measurable will be eligible on a case-by-case basis.