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AEO Auditor MCP server

Which MCP servers are AEO Auditor's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-30

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Whose server it is
  • Registry namecom.aeoauditing/aeo-auditor-mcpverified in the MCP registry

The registry name sits under aeoauditing.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-30
  • Stateanswerschecked 2026-10-30
  • Tools3
  • Server calls itselfaeo-auditor-mcp
  • Server version2.0.0
  • Protocol version2025-03-26

On 2026-10-30 the server answered initialize and tools/list without a sign-in. First answer in 106 ms.

Should an agent connect itNot proven either way yet
  • Its tools do scan a website for AI search citation readiness, but not generate JSON-LD schema and robots.txt fixes; rewrite key pages into short direct-answer summaries.
  • Checked on 4 of the 7 days it takes to judge reliability.

Once connected

  • For "scan a website for AI search citation readiness", the likely first call is audit_domain.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 4, the first on 2026-10-30
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
  • What an agent can do with it1 of 3 use cases
  • Answeredmeasuring4 of the 7 daily checks it takes to print a share
  • Median first answer74 ms
  • Space in an agent's context≈ 381 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Not saying whether it only reads or can destroy: 3 of 3

What an agent can do with it

  • can do · scan a website for AI search citation readiness
  • cannot · generate JSON-LD schema and robots.txt fixes
  • cannot · rewrite key pages into short direct-answer summaries

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-30
  • audit_domain

    Execute a live real-time Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), JSON-LD Schema AST, and AI Agent Readiness (/llms.txt & /.well-known) diagnostic audit on any domain or URL. When to use: Call this tool when…

  • get_domain_benchmark

    Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory. When to use: Call this tool when you specifically need to execute 'get_domain_benchmark' on AEO Auditor (aeoauditing.com)…

  • validate_robots_txt

    Validate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended, etc.) and generate a 100/100 compliant configuration. When to use…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "aeo-auditor-mcp": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http aeoauditing https://api.aeoauditing.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://api.aeoauditing.com/mcp as a custom connector in the settings.

OpenAPI spec

3 paths, read 2026-10-30. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.