A
licenseA
qualityC
maintenanceEnables inspection of any website's AI-search readiness, checking AI crawler blocks, llms.txt, schema markup, and indexing directives from MCP clients like Claude.
4
43 npm
MIT
Citewren
Server Details
AI search readiness MCP: score a site for ChatGPT/Claude/Perplexity crawlers. 3 free/day.
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- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
TDQS
Score is being calculated.
Available Tools
1 toolcheck_ai_search_readinessCitewren: AI search readiness checkRead-onlyIdempotentInspect
Score a website 0-100 for AI search readiness: AI crawler access in robots.txt, llms.txt, schema.org JSON-LD, sitemap, canonical, Open Graph and meta description, with the issues found.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| key | No | Optional Citewren key: adds every fix and a 15-page crawl | |
| url | Yes | Website domain or URL, e.g. example.com |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- First observed
check_ai_search_readiness
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Related MCP Servers
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- AlicenseAqualityDmaintenanceAn MCP server that gives AI agents tools to inspect a website's visibility to AI answer engines, including crawler permissions, llms.txt, structured data, on-page signals, and a full 29-check AI-readiness audit.553 npmMIT
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