The challenge
Most tools in this space report problems and stop. The product had to close the loop and actually change the site, which meant a write path safe enough to hand to an autonomous agent.
What we did
- MCP server designed so an agent can operate the product without a UI
- Site crawler feeding three separate scoring engines
- WordPress control plane with guarded write operations
- Live Search Console integration rather than estimated ranking data
Outcome
A production platform used by developers and by agents directly, closing the loop from diagnosis to applied fix.