The Robots Meta Tag is a crucial HTML element used by website owners to communicate with web crawlers about how to index or handle the content of a webpage. It allows for the specification of directives such as 'noindex' or 'nofollow', which can prevent a page from being indexed or its links from being followed by search engines, thereby influencing a site's SEO and visibility.