Community · Official remote MCP server

The AEO Lookup MCP server,
connected in one click.

Free AI crawler, schema, llms.txt and answer-readiness checks for public web pages. No API key. Connect the official AEO Lookup MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.

Free to start · No credit card · No hosting needed

Use this server

Add AEO Lookup to your AI in one minute

Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.

claude mcp add --transport http aeo-lookup https://aeolookup.com/mcp

Run in your terminal, then restart Claude Code.

AEO Lookup · https://aeolookup.com/mcp

What you can do

What your AI can do with AEO Lookup

Real prompts you can type the moment it's connected — no setup, no docs to read.

“Use “check_ai_crawler_access”: Checks whether the crawlers behind ChatGPT, Claude, Perplexity, Google AI Overviews, Copilot and 14 more may read a page: robots.txt rules (.”

“Use “check_structured_data”: Extracts every JSON-LD block on a page, lists the schema.org types it describes, flags missing required and recommended properties (Organiza.”

“Use “validate_llms_txt”: Fetches /llms.txt (or the llms.txt address given), validates it against the llmstxt.org proposal (one H1, optional summary, H2 sections of [.”

“Use “generate_llms_txt”: Drafts an llms.txt for a site: the name and summary from its home page, then its pages from the sitemap grouped by section, with titles and.”

Security check

How secure is the AEO Lookup MCP server?

Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how AEO Lookup holds up.

A100/100

Security grade A

gate scanned 11 tools on Nov 2, 2026 for prompt injection and risky tool definitions — nothing to flag.

✓ Verified directory serverAEO Lookup · aeolookup.com

Official endpoint

Operated by AEO Lookup (aeolookup.com) at its documented MCP endpoint — not a third-party mirror or community re-host.

No sign-in needed

This server only exposes public data — no account and no credentials are involved when you connect.

Scanned before it goes live

gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.

Watched for drift

If AEO Lookup adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.

How it works

Connected in three steps

01

Connect your gate

Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.

02

Pick AEO Lookup

Choose AEO Lookup in the gate directory. No sign-in needed.

03

Use it anywhere

AEO Lookup's tools are live in every AI client you've connected — with rules and logging built in.

Connect AEO Lookup free

Free to start · No credit card · No hosting needed

Straight from the server

The actual tools AEO Lookup exposes

Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.

check_ai_crawler_access — Checks whether the crawlers behind ChatGPT, Claude, Perplexity, Google AI Overviews, Copilot and 14 more may read a page: robots.txt rules (

check_structured_data — Extracts every JSON-LD block on a page, lists the schema.org types it describes, flags missing required and recommended properties (Organiza

validate_llms_txt — Fetches /llms.txt (or the llms.txt address given), validates it against the llmstxt.org proposal (one H1, optional summary, H2 sections of [

generate_llms_txt — Drafts an llms.txt for a site: the name and summary from its home page, then its pages from the sitemap grouped by section, with titles and

score_answer_readiness — Scores a page out of 100 on 14 published checks: indexable, title and description, one H1, question headings, direct first-sentence answers,

run_aeo_audit — Runs all four checks on one address (AI crawler access, structured data, llms.txt, answer readiness) and returns each result plus an overall

calculate_ai_savings — Estimates how much a UK business could save a year by handing admin to AI: a range in pounds from team size, weekly admin hours per person,

calculate_ai_time_saved — Estimates the hours a week AI could save one person or a team, from the hours spent on seven everyday task types (email, scheduling, quotes

+ 3 more tools once connected

Author

Who runs the AEO Lookup MCP server?

Server facts

The AEO Lookup MCP server at a glance

Endpointhttps://aeolookup.com/mcp
Operated byAEO Lookup (aeolookup.com)
CategoryCommunity
Sign-inNone — public data only
Available in gateYes — one-click connect
Works withClaude, ChatGPT, Cursor & any MCP client
FAQ

Questions, answered

Is there an official AEO Lookup MCP server?

Yes — AEO Lookup operates its own remote MCP server at aeolookup.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.

How do I connect AEO Lookup to Claude or ChatGPT?

Add gate's gateway URL to your AI client once, then pick AEO Lookup in the directory. No account or sign-in is needed. From then on, AEO Lookup's tools are available in every client you've connected to gate.

Do I need to host anything?

No. AEO Lookup runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.

Is the AEO Lookup MCP server safe to connect?

It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.

Is it free?

Yes — you can get started with gate for free and connect AEO Lookup in minutes. No credit card required.

More servers

Connect more than just AEO Lookup

Every server below works through the same gateway URL — connect once, add tools anytime.

Set up AEO Lookup in: Claude · Claude Code · ChatGPT · Cursor · VS Code

Give your AI AEO Lookup — safely.

One URL. All MCPs. Full control. Free to start.

Get started free