OpenGEO

Open-source MCP server for AI search visibility (GEO / AEO). Give your AI agent real tools to audit and improve how your site shows up inside ChatGPT, Perplexity, Gemini and AI Overviews.

Free and open source. No subscription, no data warehouse account required.

Why

SEO tooling is crowded. AI search tooling is not. OpenGEO focuses only on the layer the old suites ignore: can AI engines crawl you, cite you, and represent your brand.

Related MCP server: ai-visibility-mcp

Install

npx opengeo-mcp

Connect from Claude Desktop / Codex / any MCP client

{
  "mcpServers": {
    "opengeo": {
      "command": "npx",
      "args": ["-y", "opengeo-mcp"]
    }
  }
}

Tools

• audit_ai_crawlers - audits a site's robots.txt against 17 major AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider and more), checks for llms.txt, and returns a 0-100 AI visibility score with per-crawler verdicts.

• list_ai_crawlers - lists every AI crawler OpenGEO knows about and what each one does.

Roadmap

• Brand visibility checker - run a fan-out query set against ChatGPT / Perplexity / AI Overviews and report whether your brand is mentioned and how.

• AEO schema audit - FAQ, speakable, authorship and entity markup checks for answer engines.

• Citation tracking - which of your URLs actually get cited in AI answers, and how that moves over time.

• FanoutQ integration - use FanoutQ as the query-expansion engine behind the brand visibility checker.

Contributing

PRs welcome. The core logic lives in src/lib.ts and is framework-free, so you can reuse it in CLIs and tests.

License

MIT. An open-source project from the FanoutQ team.