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
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/mcpRun in your terminal, then restart Claude Code.
AEO Lookup · https://aeolookup.com/mcp
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.”
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.
gate scanned 11 tools on Nov 2, 2026 for prompt injection and risky tool definitions — nothing to flag.
Operated by AEO Lookup (aeolookup.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If AEO Lookup adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose AEO Lookup in the gate directory. No sign-in needed.
AEO Lookup's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
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
https://aeolookup.com/mcpYes — 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.
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.
No. AEO Lookup runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
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.
Yes — you can get started with gate for free and connect AEO Lookup in minutes. No credit card required.
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