MCP server

AI Storefront Readiness Grader

io.github.theharrisontruong-web/storefront-grader

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Working at last checkAbout 315 tokens per request once connected1 toolsDescription tries to instruct AI agents

Website Source

https://grader-al6bxcngia-ue.a.run.app/mcp

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Tools: 1
Token cost: About 315 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to Cursor Add to VS Code VS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http storefront-grader https://grader-al6bxcngia-ue.a.run.app/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.storefront-grader]
url = "https://grader-al6bxcngia-ue.a.run.app/mcp"

Gemini CLI

{"mcpServers":{"storefront-grader":{"httpUrl":"https://grader-al6bxcngia-ue.a.run.app/mcp"}}}

Cursor

{"mcpServers":{"storefront-grader":{"url":"https://grader-al6bxcngia-ue.a.run.app/mcp"}}}

VS Code

{"servers":{"storefront-grader":{"type":"http","url":"https://grader-al6bxcngia-ue.a.run.app/mcp"}}}

Antigravity

agy mcp add storefront-grader https://grader-al6bxcngia-ue.a.run.app/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"storefront-grader","server_url":"https://grader-al6bxcngia-ue.a.run.app/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"storefront-grader","server_url":"https://grader-al6bxcngia-ue.a.run.app/mcp"}

Tools

grade_storefront ~315 tokens
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, UCP manifest, MCP endpo

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