maxaeo/maxaeo-ai-visibility-mcp
by Various
Local-first MCP server for AI visibility audits: GEO/AEO, AI SEO, llms.txt, schema, sitemap and AI crawler readiness.
MCP
maxaeo/maxaeo-ai-visibility-mcp
Added 4 July 2026
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
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.
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
Pairs with
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