The best reason for taking the Many Worlds Interpretation seriously is that nobody has ever found any other way to describe the entire Universe in quantum terms.
This is awful reasoning. If you substituted "God" for "Many Worlds" and tried this nonsense people would suddenly become mockingly indignant.