Probably. Since the HOA is material to both your living enjoyment and your finances it makes a substantial difference in whether you would or would not have purchased the property. I would certainly discuss this with a real estate attorney promptly.
Your realtor has committed an error of omission or commission, and is subject to disciplinary action from their state's licensing board, and could be subject to a legal action.