maxaeo-ai-visibility-mcp

IntegrationWeb & browsing

This integration audits how visible a website is to AI systems, including how ready it is to appear in AI-generated answers (known as GEO and AEO). It checks whether AI crawlers can reach the site, reviews the llms.txt file that describes a site to AI models, and flags readiness gaps. Everything runs locally on your own machine.

This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.

After adding it, point it at a website you want to check and run your first audit. Setup details are in the GitHub repository at github.com/maxaeo/maxaeo-ai-visibility-mcp.

What your AI can do with it

  • Audit how ready a website is to appear in AI-generated answers
  • Check whether AI crawlers can reach and read the site
  • Review the llms.txt file that tells AI systems what a site offers
  • Run visibility and readiness audits locally on your own machine
  • Surface issues that could keep a site out of AI answers

Signals

GitHub stars
1
Last commit
Aug 2026
Weekly downloads
224
Advanced
Delivery
maxaeo-ai-visibility-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-maxaeo-maxaeo-ai-visibility-mcp
Source
github.com/maxaeo/maxaeo-ai-visibility-mcp