AISeeWhy

aiseewhy/check-action

Can ChatGPT, Claude and Perplexity crawlers read your page? Audit, fixes, compare, monitoring.

tools: 6
auth: Secret needed
transport: HTTP
last updated: Nov 12, 2026

View on GitHub

Tools

6 tools

Public tool metadata for what this MCP can expose to an agent.

audit_url

No parameter schema in public metadata yet.

audit_sitemap

No parameter schema in public metadata yet.

compare_urls

No parameter schema in public metadata yet.

explain_finding

No parameter schema in public metadata yet.

watch_site

No parameter schema in public metadata yet.

list_watched_sites

No parameter schema in public metadata yet.

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Readme

AISeeWhy: GitHub Action and MCP server

AISeeWhy (https://aiseewhy.com) checks whether AI crawlers and AI search (ChatGPT, Claude, Gemini, Perplexity) can read and cite a web page.

GitHub Action

Fails a build when AI crawlers are blocked or the AI-readability score drops. It calls the AISeeWhy API, writes the report into the job summary and sets score and p1 outputs.

- uses: aiseewhy/check-action@v1
  with:
    url: ${{ steps.deploy.outputs.preview-url }}
    api-key: ${{ secrets.AISEEWHY_API_KEY }}  # optional: full report with fixes
    fail-on: P1        # P1, P2, P3 or none
    min-score: 70

Without a key the free tier gives the score and the counts (rate-limited per runner IP). Create a key at https://aiseewhy.com/account/.

MCP server

Remote MCP server (streamable HTTP) at https://api.aiseewhy.com/mcp, listed in the official MCP Registry as com.aiseewhy/aiseewhy (mcp/server.json is the registry entry).

View the full README on GitHub

Details

Repository: github.com/aiseewhy/check-action
Website: aiseewhy.com/docs/#mcp
Transport: HTTP
Auth: Required
Registry: MCP registry, active