@tanguatlay,
It is not incorrect if you are on very (very) friendly terms with the members. It is a little informal though. Maybe you are thinking of the "Dear..." salutation that starts a formal letter? I think you missed out the word "know"?
I would like to inform all members that we will be celebrating the club's second anniversary this Sunday, 22 March.
You will notice that I have managed to avoid repeating the word "club".
This is how to use the word 'dear' in the way that you did:
I would like to let all of you, dear friends, know that I am having a birthday party next Sunday, 22 March, and that you are all cordially invited.