maxaeo/maxaeo-ai-visibility-mcp

Overview

A local-first MCP server that audits websites for AI visibility. It checks GEO/AEO, AI SEO, llms.txt, schema markup, sitemaps, and AI crawler readiness. The tool runs as a JavaScript server using the Model Context Protocol.

Best for

Best for
Developers auditing websites for AI crawler compatibility and AI search optimization

Use cases

• Auditing a website's AI search visibility
• Checking llms.txt and schema markup for AI crawlers
• Validating sitemap and GEO/AEO readiness

How to use

Install

npm install -g maxaeo-ai-visibility-mcp

Tools exposed

• check_llms_txt
• audit_ai_crawler_readiness
• build_ai_visibility_report

Tested with

Claude Desktop, Cursor, Windsurf, Continue, ChatGPT

Notes

A local-first MCP server that audits websites for AI visibility. It checks GEO/AEO, AI SEO, llms.txt, schema markup, sitemaps, and AI crawler readiness. The tool runs as a JavaScript server using the Model Context Protocol.

0 stars on GitHub. Last updated 2026-07-03. Licensed MIT.

Use cases

• Auditing a website’s AI search visibility
• Checking llms.txt and schema markup for AI crawlers
• Validating sitemap and GEO/AEO readiness

Pros

• Local-first design preserves privacy and works offline
• Targets emerging AI visibility standards
• JavaScript-based, easy to integrate into existing workflows

Cons

• Zero stars indicates early stage or low adoption
• Limited to AI visibility audits, not general SEO
• Requires an MCP-compatible client to use

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.