ai.preferly/preferlyweb-automation

Preferly

Verified · today

Free AI visibility checks for any website: AI crawler access, llms.txt, schema, business info.

Install

claude mcp add --transport http preferly https://www.preferly.ai/mcp

Our take

Checks websites for AI-crawler accessibility, llms.txt, structured data, and basic business information. It is useful for site owners and SEO or AI-visibility practitioners, though the repository has no stars and no download data, suggesting an early-stage tool whose recommendations should be validated against crawler and schema documentation.

reviewed by hand · 2026-11-15

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Verification record

last verified
today
github stars
0
last commit
today
archived
no
license
MIT
in registry since
2026-11-14

github.com/preferly-ai/preferly-mcp

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