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io.github.arthurcarlsonn/aeo-mcp

Registre officiel Recherche et web

AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.

Code source Documentation

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

NPM package aeo-mcp
Claude Code 
claude mcp add aeo-mcp -- npx -y aeo-mcp@1.0.1
Configuration JSON (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "aeo-mcp": {
            "command": "npx",
            "args": [
                "-y",
                "aeo-mcp@1.0.1"
            ]
        }
    }
}

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire
  1. aeo-mcp
  2. Install
  3. Tools
  4. Try these prompts
  5. Security
  6. Development
  7. License

aeo-mcp

An MCP server that gives AI agents — Claude, Claude Code, Cursor, anything speaking the Model Context Protocol — tools to inspect a website's visibility to AI answer engines. Crawler permissions, llms.txt, structured data, on-page signals, and a full 29-check AI-readiness audit (powered by answer-audit), each one tool call away. Read-only, no API keys, no telemetry.

Real session: Claude Desktop discovers The Verge allows GPTBot (OpenAI licensing deal) while blocking ClaudeBot, PerplexityBot, Google-Extended, and CCBot — one tool call.

Install

Claude Code

claude mcp add aeo -- npx -y aeo-mcp

Claude Desktop (claude_desktop_config.json)

{ "mcpServers": { "aeo": { "command": "npx", "args": ["-y", "aeo-mcp"] } } }

Cursor (.cursor/mcp.json)

{ "mcpServers": { "aeo": { "command": "npx", "args": ["-y", "aeo-mcp"] } } }

Tools

ToolWhen the agent uses itInputReturns
audit_url"How visible is this site to ChatGPT/Perplexity?" — full AEO health check{ url }0-100 score, grade, category breakdown, failed/warned checks with fixes
check_ai_crawlers"Is GPTBot blocked?" — robots.txt policy per AI bot{ url }Per-bot allow/block verdicts with the matching rule, plus sitemaps
inspect_llms_txt"Does this site have llms.txt? Is it valid?"{ url }Title, summary, sections with links, structural issues, raw excerpt
extract_structured_data"What schema markup does this page have?"{ url }JSON-LD types, key fields per node, parse errors
extract_page_signals"Why do engines misread this page?"{ url }Title, meta description, h1, canonical, lang, text ratio, heading outline, client-side-rendering flag

Bots checked by check_ai_crawlers: GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, Bingbot.

Try these prompts

  • "Audit glowlab.com and summarize the top 3 AEO fixes."
  • "Compare the AI crawler policies of nike.com and adidas.com — who is more open to being cited?"
  • "Check if my site has a valid llms.txt, and if not, draft one from my page signals."

Security

The server fetches model-supplied URLs, so it ships with an SSRF guard: http/https only, DNS resolution checked against private and special ranges (loopback, RFC1918, link-local, unique-local, IPv4-mapped forms), re-validation on every redirect hop, 10 s timeout, 2 MB body cap, max 5 redirects. Violations return a clean tool error, never an exception. All tools are read-only and no LLM calls happen inside the server.

Development

npm install
npm run build   # required before npm test (the protocol test runs dist/)
npm test

Tests include a scripted stdio round-trip (initialize → tools/list → tools/call) against the built server. To inspect interactively:

npx @modelcontextprotocol/inspector node dist/index.js

License

MIT © Arthur Carlson

Questions fréquentes

Qu'est-ce que io.github.arthurcarlsonn/aeo-mcp ?

AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.

Comment installer io.github.arthurcarlsonn/aeo-mcp ?

Il s'exécute sur votre machine. Dans Claude Code : claude mcp add aeo-mcp -- npx -y aeo-mcp@1.0.1. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour io.github.arthurcarlsonn/aeo-mcp ?

Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.

io.github.arthurcarlsonn/aeo-mcp est-il open source ?

Oui. Son code est sur GitHub sous licence MIT.

Qui maintient io.github.arthurcarlsonn/aeo-mcp ?

Il est publié par arthurcarlsonn. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.