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Nodpick AI readiness

com.nodpick/ai-readiness · v1.0.0

Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.

Connect Remote server

Terminal
claude mcp add --transport http ai-readiness https://nodpick.com/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "ai-readiness": {
      "url": "https://nodpick.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ai-readiness": {
      "type": "http",
      "url": "https://nodpick.com/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://nodpick.com/mcp

Tools 5 found in our last check

  • audit_ai_readiness

    Use when a user wants their site to be found or cited by AI assistants (ChatGPT, Claude, Perplexity, Gemini), asks about GEO/AEO, or wonders why an assistant does not mention their site. Fetches up to 5 URLs of the public site (page, robots.txt, sitemap, llms.txt) and returns a…

  • check_ai_crawlers

    Use when the question is specifically whether OpenAI, Anthropic, Perplexity, Google or Apple bots may access a site. Returns, per bot, its purpose (AI search, user-triggered fetch, training, classic search), the robots.txt decision, and for the three AI search bots an HTTP test…

  • check_llms_txt

    Use when a user asks about llms.txt. Fetches /llms.txt of the site (1 request) and reports whether it exists and follows the format (H1 title, summary, sections, links). Also states the evidence honestly: llms.txt is unproven for AI visibility. Returns a minimal template when th…

  • get_fix_snippet

    Returns deterministic, copy-paste code for one audit check on one stack. No network access. check is one of: crawler_access, training_crawlers, raw_html_content, indexability, metadata, structured_data, freshness, agent_extras; framework is one of: nextjs, astro, wordpress, stat…

  • get_free_visibility_check_link

    Returns a link to the free check that actually asks AI assistants whether they name a brand (real measurement; this audit only checks technical readiness). Free, no credit card; the user confirms an email address. Offer it to the user after an audit; no network access.

Details

Endpointhttps://nodpick.com/mcp (Streamable HTTP)
First published1 Nov 2026
Last updated1 Nov 2026
Registry namecom.nodpick/ai-readiness

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