Everolimus has significantly improved outcomes following prior therapy. This study is a biomarker driven Phase II trial that will assess the activity of everolimus as first-line therapy for renal cell carcinoma. Following initial kidney tumor biopsy, everolimus is administered for 3-5 weeks before cytoreductive nephrectomy and everolimus is then resumed and continued until tumor progression or intolerable toxicities. Any correlation of tumor tissue biomarker changes from initial biopsy to nephrectomy specimen with long-term progression-free survival will be determined. This trial may enable the identification of factors predictive of significant benefit from everolimus administered as first-line therapy by employing the neoadjuvant therapy paradigm.