Assessment of renal function with magnetic resonance imaging (MRI) has been actively explored in the past decade. In this review, we introduce the principle of MRI, and review recent progress of MRI methods (contrast-enhanced and non-contrast) in assessing renal function. Contrast-enhanced MRI using ultra-low dose of gadolinium-based agent has been validated for measuring single-kidney glomerular filtration rate (GFR) and renal plasma flow (RPF) accurately. For routine functional test, contrast-enhanced MRI may not replace the simple serum-creatinine method. However, for patients with renal diseases, it is often worthy to perform MRI to accurately monitor renal function, particularly for the diseased kidney. As contrast-enhanced MRI is already an established clinical tool for characterizing renal structural abnormalities, including renal mass and ureteral obstruction, it is possible to adapt the clinical MRI protocol to measure single-kidney GFR and RPF, as demonstrated by recent studies. What makes MRI unique is the promise of its non-contrast methods. These methods include arterial spin labeling (ASL) for tissue perfusion, blood oxygen level dependent (BOLD) for blood and tissue oxygenation, and diffusion weighted imaging (DWI) for water diffusion. For each method, we reviewed recent findings, and summarized challenges.