How do I verify the MySQL server is running on my RDS instance when encountering error 2003?

While you cannot directly SSH into the RDS instance to check processes, you can often verify its status through the AWS Management Console. Check the RDS instance's status. Also, if you have monitoring set up, look at metrics like CPU utilization, memory usage, and database connections to infer if the server is active and responsive.