They don't, although you can create invoices in the dashboard if you know who your customer is.
Alternatively, I built https://checkoutpage.co to create hosted payment pages for Stripe that are accessible by url, similar to Razorpay's payment links.
Might as well jump in here - founder of Trolley [1] which lets you put a payment button on any website, which triggers a Stripe-powered shopping popup.