How to verify an SSL certificate

Question

In my application, I need to confirm that an SSL certificate is valid before establishing a secure connection. How can I programmatically verify an SSL certificate, and are there libraries or tools to streamline this process? What details should I check to ensure a certificate’s authenticity?

Examples or steps to securely verify SSL certificates, especially in a web server environment, would be helpful.