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AEO Inspector

R0· no sign-in

AEO score, AI crawler access and agent-ready scores with fixes, plus a 16-engine AI report (x402).

v2.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality90new
Trust83of 100
Uptime, 30 days100%
Latency p50328 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aeo-inspector": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  }
}
claude mcp add --transport http aeo-inspector https://aeoinspector.com/mcp
[mcp_servers.aeo-inspector]
url = "https://aeoinspector.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aeo-inspector": {
      "type": "remote",
      "url": "https://aeoinspector.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "aeo-inspector": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aeo-inspector&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWVvaW5zcGVjdG9yLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "aeo-inspector": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "aeo-inspector": {
      "httpUrl": "https://aeoinspector.com/mcp"
    }
  }
}
extensions:
  "aeo-inspector":
    enabled: true
    name: "aeo-inspector"
    type: streamable_http
    uri: "https://aeoinspector.com/mcp"
    timeout: 300

Quality 90 / 100new

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
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 hygiene93 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • warn
    tools.description_length1 tools have descriptions over 1,024 characters, which crowds the context
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 794 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 1 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 794 tokens to load them all · tool set c3ad7e7b8c60 · tools last changed 2026-10-19 · checked 2026-10-20 17:02 UTC

Tool changes

  • full_reportchangeddescription, annotations
    before

    10-engine AI visibility report: five category questions, each asked 3 times (150 answers), to ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Perplexity, Meta AI, DeepSeek, Mistral. Returns per-engine answers, mention rate, citations of the site (own domain in the returned sources), a visibility score, competitor share of mentions (overall and per engine), the sources engines cited, and a report_url. Takes 2-4 minutes. Not charged unless at least 7 of 10 engines answer. Costs $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

    after · 85% of words in common

    16-engine AI visibility report: five category questions, each asked 3 times (240 answers), to ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Google AI Mode, Perplexity, Meta AI, DeepSeek, Qwen, Mistral, GLM, MiniMax, Exa Answer and You.com. Returns per-engine answers, mention rate, citations of the site (own domain in the returned sources), a visibility score, competitor share of mentions (overall and per engine), the sources engines cited, and a report_url. Takes 2-4 minutes. Not charged unless at least 12 of 16 engines answer. Costs $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

  • scan_sitechangeddescription
    before

    Deep AEO scan of a website: fetches the homepage as a browser, Googlebot, OAI-SearchBot, GPTBot, ClaudeBot and PerplexityBot and diffs what each gets (JS shells, stale prerender snapshots, cloaking-like gaps), diagnoses Cloudflare AI-bot blocks (dashboard setting + WAF Skip rule), detects Base44/Replit/Lovable, reads robots.txt rules for 21 AI crawlers, crawls up to 9 more pages from the sitemap, validates JSON-LD (Organization, LocalBusiness, Product, FAQPage, Article, SoftwareApplication), checks Wikidata/sameAs entity signals, freshness, question-style headings, TTFB and HTML size, and asks Perplexity one category question. Returns the 100-point score, prioritized fixes, a result_url, a badge_url and a ready-to-paste kit (llms.txt, robots.txt, JSON-LD). Takes 10-25 seconds. Costs $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

    after · 85% of words in common

    Deep AEO scan of a website: fetches the homepage as a browser, Googlebot, OAI-SearchBot, GPTBot, ClaudeBot and PerplexityBot and diffs what each gets (JS shells, stale prerender snapshots, cloaking-like gaps), diagnoses Cloudflare AI-bot blocks (dashboard setting + WAF Skip rule), detects Base44/Replit/Lovable, reads robots.txt rules for 21 AI crawlers, crawls up to 9 more pages from the sitemap, validates JSON-LD (Organization, LocalBusiness, Product, FAQPage, Article, SoftwareApplication), checks Wikidata/sameAs entity signals, freshness, question-style headings, TTFB and HTML size, and asks Perplexity one category question. Checks agent files (llms.txt, MCP server card or /mcp, OpenAPI, /.well-known/x402 or a 402 challenge, JSON-LD Offer pricing, Web Bot Auth key directory). Returns the 100-point score, crawlerAccess (score, per-bot outcome), agentReady (score, pass/fail checks with fixes), prioritized fixes, a result_url, a badge_url and a ready-to-paste kit (llms.txt, robots.txt, JSON-LD). Takes 10-25 seconds. Costs $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

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 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-1d-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://aeoinspector.com/mcp streamable-httpnoneyes100%328 ms2026-07-282026-10-20

Tools (3)

full_reportread-only16-engine AI visibility report: five category questions, each asked 3 times (240 answers), to ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Google AI Mode, Perplexity, Meta AI, DeepSeek, Qwen, Mistral, GLM, MiniMax, Exa Answer and You.com. Returns per-engine answers, mention rate, citations of the site (own domain in the returned sources), a visibility score, competitor share of mentions (overall and per engine), the sources engines cited, and a report_url. Takes 2-4 minutes. Not charged unless at least 12 of 16 engines answer. Costs $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.
pricingread-onlyFree. Prices of the paid tools and HTTP endpoints, the payment network (Base) and address. No input, no network request, no payment.
scan_siteread-onlyDeep AEO scan of a website: fetches the homepage as a browser, Googlebot, OAI-SearchBot, GPTBot, ClaudeBot and PerplexityBot and diffs what each gets (JS shells, stale prerender snapshots, cloaking-like gaps), diagnoses Cloudflare AI-bot blocks (dashboard setting + WAF Skip rule), detects Base44/Replit/Lovable, reads robots.txt rules for 21 AI crawlers, crawls up to 9 more pages from the sitemap, validates JSON-LD (Organization, LocalBusiness, Product, FAQPage, Article, SoftwareApplication), checks Wikidata/sameAs entity signals, freshness, question-style headings, TTFB and HTML size, and asks Perplexity one category question. Checks agent files (llms.txt, MCP server card or /mcp, OpenAPI, /.well-known/x402 or a 402 challenge, JSON-LD Offer pricing, Web Bot Auth key directory). Returns the 100-point score, crawlerAccess (score, per-bot outcome), agentReady (score, pass/fail checks with fixes), prioritized fixes, a result_url, a badge_url and a ready-to-paste kit (llms.txt, robots.txt, JSON-LD). Takes 10-25 seconds. Costs $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.aeoinspector/aeo-inspector",
  "icons": [
    {
      "src": "https://aeoinspector.com/favicon.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "AEO Inspector",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aeoinspector.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.1.0",
  "websiteUrl": "https://aeoinspector.com/llms.txt",
  "description": "AEO score, AI crawler access and agent-ready scores with fixes, plus a 16-engine AI report (x402)."
}