C# icon and closing form

Question

When I press the button (X), I don't want it to exit the application. but I want it to close the form and hide it from the task bar. At the end I will exit it from the icon I made.

 

My program will look like  wamp or xamp. I will run or exit from the icon.

 

Any help or idea please! Thanks !