maxaeo/maxaeo-ai-visibility-mcp

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.
中文文档
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:
Add to an MCP client:
Run an audit from your agent:
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:
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
| Tool | Purpose |
|---|---|
| check_llms_txt | Validate /llms.txt, linked URLs, robots alignment, and sitemap alignment. |
| audit_ai_crawler_readiness | Check robots rules, sitemap availability, homepage metadata, canonical, schema, and AI crawler access basics. |
| build_ai_visibility_report | Run the local checks and return a concise action plan with MaxAEO CTA. |
All tools support:
| Option | Values | Purpose |
|---|---|---|
| locale | en-US, en, global, zh-CN, zh, cn | Output language. |
| market | global, cn | CTA market. global points to maxaeo.ai; cn points to maxaeo.cn. |
| ctaBaseUrl | URL | Optional custom MaxAEO CTA landing page. |
Crawler coverage by market
audit_ai_crawler_readiness selects its crawler list from market.
| market | Crawlers audited |
| --- | --- |
| global (default) | GPTBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Applebot, Bingbot, Baiduspider |
| cn | Baiduspider, Baiduspider-image, Baiduspider-news, 360Spider, PetalBot, Sogou web spider, YisouSpider, Bytespider, ToutiaoSpider |
No Chinese AI product publishes crawler documentation, and none of them split
training and retrieval into separate user-agents the way GPTBot and
OAI-SearchBot do. Their answers are retrieved through the parent company's
existing search index, so the traditional search crawlers are what actually
gate citation domestically.
Every token in both lists is either documented by its operator or observed