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AEO Auditor — AI Search & Agent Readiness Engine

R0· no sign-in

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

v2.0.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality63needs work
Trust82of 100
Uptime, 30 days97%
Latency p50190 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aeo-auditor-mcp": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  }
}
claude mcp add --transport http aeo-auditor-mcp https://api.aeoauditing.com/mcp
[mcp_servers.aeo-auditor-mcp]
url = "https://api.aeoauditing.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aeo-auditor-mcp": {
      "type": "remote",
      "url": "https://api.aeoauditing.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "aeo-auditor-mcp": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aeo-auditor-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmFlb2F1ZGl0aW5nLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "aeo-auditor-mcp": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "aeo-auditor-mcp": {
      "httpUrl": "https://api.aeoauditing.com/mcp"
    }
  }
}
extensions:
  "aeo-auditor-mcp":
    enabled: true
    name: "aeo-auditor-mcp"
    type: streamable_http
    uri: "https://api.aeoauditing.com/mcp"
    timeout: 300

Quality 63 / 100needs work

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: audit_domain (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_fix_kit_checkout (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_remediation_kit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 647 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes11 tool changes in 30 days
  • fail
    stability.rug_pull6 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 647 tokens to load them all · tool set 26831558f1e2 · tools last changed 2026-11-05 · checked 2026-11-07 18:01 UTC

Tool changes

  • validate_robots_txtchangeddescription
    before

    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.

    after · 90% of words in common

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

  • get_domain_benchmarkchangeddescription, input schema
    before

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

    after · 72% of words in common

    Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory across SaaS, AI, FinTech, DevTools, and E-Commerce.

  • create_fix_kit_checkoutadded

    Create an instant Stripe Checkout link to unlock the 24-Hour Single-Domain Deep AI Remediation Kit ($2 one-time), Pro 5-Domain Watchdog ($5/mo), or Agency 30-Domain Suite ($15/mo).

  • generate_remediation_kitadded

    Generate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.

  • audit_domainchangeddescription
    before

    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.

    after · 73% of words in common

    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, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes.

  • validate_robots_txtchangedtitle, description, annotationsmeaning changed
    before

    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: Call this tool when you specifically need to execute 'validate_robots_txt' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'get_domain_benchmark' for their respective operations). Parameters: domain (optional), robotsTxtContent (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

    after · 29% of words in common

    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.

  • get_domain_benchmarkchangedtitle, description, annotationsmeaning changed
    before

    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). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'validate_robots_txt' for their respective operations). Parameters: domain (optional), category (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

    after · 21% of words in common

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

  • audit_domainchangedtitle, description, input schema, annotationsmeaning changed
    before

    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 you specifically need to execute 'audit_domain' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'get_domain_benchmark' or 'validate_robots_txt' for their respective operations). Parameters: url (required). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

    after · 32% of words in common

    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.

  • validate_robots_txtchangedtitle, description, annotationsmeaning changed
    before

    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.

    after · 29% of words in common

    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: Call this tool when you specifically need to execute 'validate_robots_txt' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'get_domain_benchmark' for their respective operations). Parameters: domain (optional), robotsTxtContent (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

  • get_domain_benchmarkchangedtitle, description, annotationsmeaning changed
    before

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

    after · 21% of words in common

    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). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'validate_robots_txt' for their respective operations). Parameters: domain (optional), category (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-97% +updated-9d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.aeoauditing.com/mcp streamable-httpnoneyes97%190 ms2025-11-252026-11-07

Tools (5)

audit_domainExecute 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, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes.
create_fix_kit_checkoutCreate an instant Stripe Checkout link to unlock the 24-Hour Single-Domain Deep AI Remediation Kit ($2 one-time), Pro 5-Domain Watchdog ($5/mo), or Agency 30-Domain Suite ($15/mo).
generate_remediation_kitGenerate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.
get_domain_benchmarkLook up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory across SaaS, AI, FinTech, DevTools, and E-Commerce.
validate_robots_txtValidate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended) and generate a 100/100 compliant configuration.

Schemas: list_tools.

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Official server.json
{
  "name": "com.aeoauditing/aeo-auditor-mcp",
  "icons": [
    {
      "src": "https://aeoauditing.com/assets/images/aeoauditor-favicon.svg",
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "AEO Auditor — AI Search & Agent Readiness Engine",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.aeoauditing.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.0.1",
  "websiteUrl": "https://aeoauditing.com",
  "description": "Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor."
}