Scan any website for AI readiness — 100-point score across 6 AEO categories in seconds.
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Scored across 2 tools
The two tools have clearly distinct purposes: aeo_scan initiates new scans while aeo_lookup retrieves existing results by ID. No functional overlap exists between creation and retrieval operations.
Both tools follow an identical naming convention with the 'aeo_' prefix followed by a descriptive verb (lookup/scan) in snake_case. The pattern is predictable and consistent throughout the minimal set.
With only 2 tools, this falls into the 'borderline thin' category per the rubric. While it covers basic scan-and-retrieve functionality, the lack of list, delete, or management operations makes the surface feel minimal for a persistence-backed scanning service.
The server implements create (scan) and read (lookup) but lacks list_scans to discover IDs, delete_scan for cleanup, or any update functionality. Without list capabilities, agents cannot discover previously created scan IDs, creating a notable usability gap.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
aeo_lookupaeo_scanScan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.
AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.
Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.
Scan any public site for AI-agent visibility; get scored findings, a machine-readable fix pack, and
Add one secure layer between your agents and this server.
