AEO Inspector
AEO score, AI crawler access and agent-ready scores with fixes, plus a 16-engine AI report (x402).
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"aeo-inspector": {
"url": "https://aeoinspector.com/mcp"
}
}
}Remote endpoints
https://aeoinspector.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (3)
🟢pricing
Free. Prices of the paid tools and HTTP endpoints, the payment network (Base) and address. No input, no network request, no payment.
Input Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢scan_site(url)
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 $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"minLength": 4,
"maxLength": 2048,
"description": "Website or page URL, e.g. example.com"
}
},
"required": [
"url"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢full_report(url, topic, brand)
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 $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"minLength": 4,
"maxLength": 2048,
"description": "Website or page URL, e.g. example.com"
},
"topic": {
"description": "Optional: what the site offers, used in the questions (default: the page's meta description)",
"type": "string",
"maxLength": 220
},
"brand": {
"description": "Optional: brand name to look for (default: detected from the page)",
"type": "string",
"maxLength": 60
}
},
"required": [
"url"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Community
Evidence