AEO Auditor — AI Search & Agent Readiness Engine MCP Server

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answering

AEO Auditor — AI Search & Agent Readiness Engine is answering right now. Last checked 4 min ago. It exposes 3 tools.

Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor.

Uptime history 4 days of history · worst day 99%

4 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

105 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 4

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 31 October 2026. No other catalogue keeps this.

31 Oct 3 tool descriptions were rewritten audit_domain, get_domain_benchmark, validate_robots_txt

31 Oct a tool changed the parameters it asks for audit_domain

AEO Auditor — AI Search & Agent Readiness Engine missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

Settings → Connectors → Add custom connector, then paste this address

https://api.aeoauditing.com/mcp

~/.codex/config.toml

[mcp_servers.aeo-auditor-mcp]
url = "https://api.aeoauditing.com/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

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

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

audit

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.

domain

get_domain_benchmark

Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.

validate

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.

Endpoints

URL	Transport	State	Latency	Checked
https://api.aeoauditing.com/mcp	streamable-http	answering	54 ms	4 min ago

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AEO Auditor — AI Search & Agent Readiness Engine — questions

Answers built from our own checks of this server.

What can AEO Auditor — AI Search & Agent Readiness Engine do?

It exposes 3 tools, read directly from the server on our last check. Among them: audit_domain, get_domain_benchmark, validate_robots_txt. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is AEO Auditor — AI Search & Agent Readiness Engine working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 105 ms. The bar chart above shows every period we have measured.

How do I connect AEO Auditor — AI Search & Agent Readiness Engine?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does AEO Auditor — AI Search & Agent Readiness Engine need an API key?

No. AEO Auditor — AI Search & Agent Readiness Engine completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AEO Auditor — AI Search & Agent Readiness Engine?

It answers our handshake in 105 ms on average, which is faster than 91% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.