com.modernmustardseed/ai-search-kit

up checked 2026-11-11T06:39:09.542Z

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Publisher-provided title

AI Search Kit

Publisher-provided description

Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes.

Summary by lookupd

Audits pages for AI crawler access and structured data, checks business listing consistency, and drafts llms.txt and LocalBusiness JSON-LD…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http ai-search-kit https://mcp.modernmustardseed.com/ai-search-kit

Codex, remote (streamable-http)

codex mcp add ai-search-kit --url https://mcp.modernmustardseed.com/ai-search-kit

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "ai-search-kit": {
      "url": "https://mcp.modernmustardseed.com/ai-search-kit"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (5 tools)

Publisher-provided text

• audit_ai_readiness Audit one public web page for what AI answer engines and their crawlers rely on. Reads the page plus its site's robots.txt, llms.txt and sitemap, then reports:
• generate_local_business_schema Turn a local business's facts into schema.org JSON-LD. Chooses the most specific LocalBusiness subtype from business_type (for example "roofing company" becomes
• generate_llms_txt Write an llms.txt file in the llmstxt.org format: an H1 with the site name, a blockquote summary, optional details, H2 sections of "- [title](url): note" links,
• check_entity_consistency Compare a business's name, phone, street, city, region and postal code across up to 8 sources, such as its website, Google Business Profile, Facebook page and d
• validate_structured_data Validate pasted JSON-LD against the schema.org vocabulary (every type, property, domain, range and enumeration value) and Google's documented rules for LocalBus

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 479 ms
• First indexed: 2026-11-01T08:55:26.260Z
• Last seen in registry: 2026-11-01T08:55:26.260Z
• Website: https://mcp.modernmustardseed.com/docs/ai-search-kit

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