Use case · Developers

The MCP server puts rankings, AI visibility, citations, gaps and briefs inside Claude Code, Codex and OpenCode. Your coding agent reads the gap, generates the brief, drafts the page — and the platform measures the result.

Agents with real context

The MCP tools over streamable HTTP with scoped keys: list projects, query rankings and AI visibility, analyze citations, find content gaps, discover competitors — read tools for context, write tools for briefs and SEO plans.

A reference that can't drift

The tool and route documentation is generated from the running app and gated in CI — regenerate anything else and the build fails. What you read is what ships.

Automations that compose

Pull a growth report into your weekly digest, generate a brief from CI when a new gap appears, sweep audit issues into your issue tracker. Keys are org-scoped; org management stays session-only by design.

Point your agent at the data

One scoped key; configs for Claude Code, Codex and OpenCode in the docs.

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