Is there any solid evidence that the lost city of atlantis exists?
No, there has been no credible scientific evidence yet. Atlantis's possible existence was discussed in classical antiquity, but it was often discarded and occasionally parodied by later authors.
Not to be too much of a smart aleck, but wouldn't that make it The Found City of Atlantis?
Google - Minoans