This is not a novel take, but what's arguably even more universal is cli access to a service.

I have a lot more luck integrating service specific cli's with Claude than trying to use MCPs. As an additional bonus, AI tools instantly know how to troubleshoot issues with them, filter or transform the output and compose them into bigger workflows with scripting.