Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes.
Connect Remote server
claude mcp add --transport http ai-search-kit https://mcp.modernmustardseed.com/ai-search-kit
{
"mcpServers": {
"ai-search-kit": {
"url": "https://mcp.modernmustardseed.com/ai-search-kit"
}
}
}
{
"servers": {
"ai-search-kit": {
"type": "http",
"url": "https://mcp.modernmustardseed.com/ai-search-kit"
}
}
}
Settings > Connectors > Add custom connector
URL: https://mcp.modernmustardseed.com/ai-search-kit
Tools 5 found in our last check
audit_ai_readinessAudit 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: for each AI crawler and control token (OAI-SearchBot, ChatGPT-User, GPTBot, Claude-SearchBot, Claude-User, ClaudeBot, P…
generate_local_business_schemaTurn a local business's facts into schema.org JSON-LD. Chooses the most specific LocalBusiness subtype from business_type (for example "roofing company" becomes RoofingContractor) or takes schema_type as given, writes only properties schema.org defines for that type, formats hou…
generate_llms_txtWrite 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, and an Optional section for secondary pages. Give url to build it from the live site (home page, sitemap, and up to 30…
check_entity_consistencyCompare 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 directory listings. For each source give a url to read (JSON-LD first, then tap-to-call links and page text) and/or the…
validate_structured_dataValidate pasted JSON-LD against the schema.org vocabulary (every type, property, domain, range and enumeration value) and Google's documented rules for LocalBusiness and Organization markup: required name and address, recommended properties, hh:mm:ss hours, 5 decimal coordinates…
Details
| Endpoint | https://mcp.modernmustardseed.com/ai-search-kit (Streamable HTTP) |
| First published | 11 Oct 2026 |
| Last updated | 11 Oct 2026 |
| Registry name | com.modernmustardseed/ai-search-kit |
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