I built this because the alternative was horrible.
I've been running LinkedIn Ads for about seven years. So when MCPs landed, the first thing I did was plug Claude into my own ad accounts.
It couldn't tell a Thought Leader Ad from a single image ad. It bundled content leads in with demo leads. It looked at CPC, when the number that actually matters is cost per landing page click.
Then it gave me recommendations. Confidently.
The problem isn't Claude. It's that LinkedIn Ads data doesn't mean what it looks like it means, and nobody had taught it the difference.
So we built the brain that does. It encodes the way we actually read these accounts, the same method we run across 1,000+ of them, and hands Claude a version that means something.