Got a brand, looking to get off Amazon

Does anyone have any recommendations on any wordpress plugins or apps, which can scrape about 10,000 items off my seller’s account, and import them to my woocommerce store?

I don’t feel as if I am getting what I pay for from Amazon, and my guests have mentioned they’d rather buy from me directly than go through Amazon.