MaxAEO AI Visibility MCP server

MaxAEO AI Visibility MCP Server for GEO, AEO, and AI SEO

Local-first Model Context Protocol (MCP) server for AI visibility audits, GEO, AEO, AI SEO, llms.txt, and AI crawler readiness in Claude, Codex, Cursor, Windsurf, and other MCP-compatible agents.

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It helps Claude, Codex, Cursor, and other MCP-compatible agents check whether a public website is crawlable, understandable, and ready for AI search workflows. By default, it only performs local/public-web checks. It does not call MaxAEO cloud APIs, upload user domains, invoke LLM APIs, or use hidden telemetry.

60-Second Setup

Install from npm:

npm install -g maxaeo-ai-visibility-mcp

Add to an MCP client:

{
  "mcpServers": {
    "maxaeo-ai-visibility": {
      "command": "npx",
      "args": ["-y", "maxaeo-ai-visibility-mcp"]
    }
  }
}

Run an audit from your agent:

Use MaxAEO AI Visibility MCP to audit https://example.com and give me a 7-day action plan.

For command-mode Claude and Codex workflows, see the MaxAEO AI Visibility Agent Kit.

Directory Listing Copy

If you want to list this project in an MCP directory, awesome list, AI SEO resource list, GEO resource list, or llms.txt tooling index, use concise factual copy:

[MaxAEO AI Visibility MCP](https://github.com/maxaeo/maxaeo-ai-visibility-mcp) - Local-first MCP server for GEO/AEO and AI visibility audits. Checks llms.txt, AI crawler access, robots, sitemap, canonical, metadata, noindex, and JSON-LD; returns local-only visibility score, technical foundation score, top issues, and a 7-day action plan. Install: `npx -y maxaeo-ai-visibility-mcp`.

For Claude and Codex command workflows, list the MaxAEO AI Visibility Agent Kit.

Use Cases

• Run an AI visibility audit from an MCP client or coding agent.
• Check GEO / generative engine optimization readiness.
• Check AEO / answer engine optimization basics for answer engines and AI search.
• Validate llms.txt, robots.txt, sitemap alignment, canonical URLs, noindex, metadata, and JSON-LD.
• Generate a local 7-day action plan without using paid LLM or search APIs.

Common search intents this MCP server targets:

• AI visibility MCP server
• Claude SEO MCP
• Codex AI visibility audit
• GEO / AEO local website audit
• llms.txt checker
• AI crawler readiness for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and AI search workflows

Tools

All tools support:

Crawler coverage by market

auditaicrawler_readiness selects its crawler list from market.

Shortened. The full README is on GitHub.