How to set background opacity and border opacity in XAML?

You want to do something like this:

<TextBlock Text="foo bar">
    <TextBlock.Background>
        <SolidColorBrush Color="Azure" Opacity="0.5" />
    </TextBlock.Background>
</TextBlock>