pigfox.ai AI search readiness
Server Details
Check if a site is ready for AI search: AI crawler access, llms.txt, JSON-LD, scored out of 100.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Score is being calculated.
Available Tools
1 toolcheck_ai_search_readinessCheck AI search readinessRead-onlyIdempotentInspect
Check whether a website is ready for AI search: per-crawler robots.txt access for GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended and 10 more, llms.txt, the homepage's title and description lengths, canonical, language, h1 and JSON-LD types, a score out of 100, its band, and fixes with the points each is worth. Fetches only the homepage, robots.txt, llms.txt and a HEAD of llms-full.txt.
| Name | Required | Description | Default |
|---|---|---|---|
| site | Yes | The site's domain, such as example.com. A full URL is accepted; only its host is used. |
Output Schema
| Name | Required | Description |
|---|---|---|
| band | Yes | |
| site | Yes | |
| fixes | Yes | |
| grade | Yes | |
| score | Yes | |
| passes | Yes | |
| crawlers | Yes | |
| homepage | Yes | |
| llms_txt | Yes | |
| badge_url | Yes | |
| checked_at | Yes | |
| report_url | Yes | |
| robots_txt | Yes | |
| json_ld_types | Yes |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- First observed
check_ai_search_readiness
Related MCP Connectors
Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.
Score any website's AI search visibility out of 100 and see which of 20 AI crawlers can read it.
Scan any public website and see how ready it is for AI agents and AI search, explained plainly.
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.
Related MCP Servers
- AlicenseNot gradedqualityBmaintenanceEnables auditing any website for AI-answer readiness, returning a score and actionable fix list based on llms.txt, schema, sitemap, and related checks.MIT
- AlicenseAqualityCmaintenanceCheck whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). Returns a 0-100 readiness score, a grade, and a specific fix for each gap. Dependency-free, no API keys.25 npmMIT

Agundur GEO Scannerofficial
AlicenseNot gradedqualityDmaintenanceChecks whether a website is readable and citable by AI search engines — llms.txt, Schema.org structured data, AI-bot access in robots.txt, content freshness, answer directness, E-E-A-T signals, plus a LocalBusiness Rich Results validator. Free, no API key, remote Streamable HTTP.1MIT- AlicenseAqualityCmaintenanceEnables inspection of any website's AI-search readiness, checking AI crawler blocks, llms.txt, schema markup, and indexing directives from MCP clients like Claude.441 npmMIT
Glama MCP Gateway
Add one secure layer between your agents and this server.