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AI Storefront Readiness Grader

io.github.theharrisontruong-web/storefront-grader · v1.0.1

Grades any storefront URL A-F on 20 weighted conversion checks. $1.00/call via x402.

Connect Remote server

Terminal
claude mcp add --transport http storefront-grader https://grader-al6bxcngia-ue.a.run.app/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "storefront-grader": {
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "storefront-grader": {
      "type": "http",
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://grader-al6bxcngia-ue.a.run.app/mcp

Tools 2 found in our last check

  • grade_storefront

    Audit an ecommerce storefront for AI-agent shopping readiness. Fetches the store server-side and runs 20 weighted checks across product intelligence (schema.org Product/Offer price, availability, variants, GTIN/MPN), AI discovery (robots.txt, llms.txt, agents.md, sitemap.xml, UC…

  • grade_storefront_lite

    FREE lite storefront readiness grade of an ecommerce storefront URL. Runs the same 20 checks as grade_storefront but returns top-line results only: 0-100 score, A-F grade, check counts, and the titles of the top gaps — no per-check evidence, no detailed recommendations. Use this…

Details

Endpointhttps://grader-al6bxcngia-ue.a.run.app/mcp (Streamable HTTP)
First published13 Nov 2026
Last updated13 Nov 2026
Registry nameio.github.theharrisontruong-web/storefront-grader

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