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Directory / AEO Auditor — AI Search & Agent Readiness Engine
AEO Auditor — AI Search & Agent Readiness Engine
by aeoauditing.com · https://api.aeoauditing.com/mcp
Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor.
11 of 11 checks · 29 Oct 2026
Is AEO Auditor — AI Search & Agent Readiness Engine MCP server safe?
- No hidden instructions were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- All 3 of its tools are labeled read-only.
- Overall it scored 85/100 on 29 Oct 2026.
A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.
What it can do
3 tools, in the server's own words.
audit_domainread-onlyExecute a live real-time Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), JSON-LD Schema AST, and AI Agent Readiness (/llms.txt & /.well…
get_domain_benchmarkread-onlyLook up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.
validate_robots_txtread-onlyValidate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended, Applebot-E…
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-03-26). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Tools work with good inputsnote
1 warning
- !get_domain_benchmark: Answered with about 103 KB of text. Many AI apps cut off tool answers this big, so the AI may never see the end of it.
- and 2 more
- !Bad inputs give a clean errornote
2 warnings
- !audit_domain: Accepted wrong type for "url" without complaining
- !get_domain_benchmark: Accepted wrong type for "domain" without complaining
- and 2 more
- !Follows MCP best practices (not scored yet)note
1 tip (not scored)
- !3 tools answer with structured data but don't declare its shape (outputSchema): audit_domain, get_domain_benchmark, validate_robots_txt. If those answers change shape, nothing can catch it; with a schema, every answer is checked.
- ✓ConnectsConnected in 270 mspass
- ✓Lists its toolsFound 3 toolspass
- ✓Every tool is describedAll 3 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Fast enoughpass
All good
- ✓Connecting took 270 ms
- ✓Listing tools took 52 ms
- ✓Average tool answer: 416 ms
- ✓audit_domain: Slowest tool: audit_domain (987 ms)
- ✓No secrets leakedChecked 2 error messages: no secrets or internal detailspass
- –Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)not tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://api.aeoauditing.com/mcpShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/com-aeoauditing-aeo-auditor-mcp.html)Score over time
- 29 Oct 202685
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use AEO Auditor — AI Search & Agent Readiness Engine, signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works