AI SEO MCP server

This is a small helper that lets your AI look at a web page and tell you why AI tools like ChatGPT or Perplexity might skip it when answering questions. It checks things like your robots.txt file, your page structure, and your schema markup, then hands back a score and a list of fixes. It is handy if you write or manage web pages and want them to show up in AI answers.

What this MCP server does

You give your AI a web address, like a blog post or a pricing page. Your AI passes that address to this helper. The helper fetches the page and looks at things like the robots.txt file, the page headings, the schema markup, and the sitemap. Then it hands back a score, a letter grade, and a ranked list of problems with a suggested fix for each one.

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What you can do with it

• Audit a single page and get a score plus a list of citation blockers
• Check whether AI crawlers like GPTBot and ClaudeBot are allowed in your robots.txt
• Validate your schema markup and flag outdated patterns
• Check your canonical links, OpenGraph tags, and hreflang setup
• Generate an llms.txt file from your sitemap
• Rewrite a section of content so AI engines can lift a clean answer from it
• Compare two pages side by side to see which one is more citable

Try asking your AI

• “Run an AI-SEO audit on https://example.com/blog/my-post”
• “Check if GPTBot is blocked in my robots.txt at example.com”
• “Generate an llms.txt file for example.com from its sitemap”
• “Rewrite the intro of this page so AI engines can quote it”

What it gives back to you

You get back a score out of 100, a letter grade, and a breakdown by area like schema, structure, and freshness. Below that is a list of findings, each one marked critical or warning, with a short message and a suggested fix. Some tools also return rewritten text or a Markdown report you can save.

Before you start

Who it's for

Content writers, SEO folks, and marketing people who want their pages to show up in AI answers.