Stripe is a gateway plugin that allows you to take credit card payments via Stripe payment gateway directly on your site.
Customer use their credit card during the checkout process and Stripe handles the rest. This lets your users never leave your website for making payments.
You must obtain a valid SSL certificate to ensure your customer credit card details are safe.