AI Storefront Readiness Grader
Grades any storefront URL A-F on 20 weighted conversion checks. $1.00/call via x402.
MCP server · by theharrisontruong-web
About
AI Storefront Readiness Grader is an MCP server published by theharrisontruong-web. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-16 and have recorded no change since. As of our marketplace pass on 2026-10-20.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http storefront-grader https://grader-al6bxcngia-ue.a.run.app/mcp[mcp_servers.storefront-grader]
url = "https://grader-al6bxcngia-ue.a.run.app/mcp"{
"mcpServers": {
"storefront-grader": {
"url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
}
}
}Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.0.0 | Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Became a product we track
- Official MCP Registry: appeared
Possibly the same plugin
Listings that share a signal with this one but not enough for us to treat them as the same product.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Agentic Commerce Readiness Audit — executable stdlib-Python probes that score a live site on agent access, protocol discovery (UCP/ACP/A2A), catalog structured data…
-
agentic-commerce-readiness com.expandingweb/agentic-commerce-readiness
Score a Magento or Adobe Commerce store on eight AI agent-readiness checks.
-
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shopping simulation.
-
shopify-geo-audit io.github.builtbyabs/shopify-geo-audit
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
-
Audit any storefront from outside: ad tags, dead-tag detection, AI crawler access, feed readiness.
-
Comprehensive website conversion audit — crawls your live site, finds broken CTA buttons, dead forms, missing tracking pixels, copy-pasted meta tags, and mobile UX problems that…
-
Audit a landing page's conversion (score, top issues, fixes) and check if AI crawlers can read it.
-
seo-audit ai.inxy/seo-audit
Free SEO & AI-search (AEO) audits for any site or Shopify store, with emailed weekly score reports.
-
Run evidence-backed website conversion audits with an AI browsing agent.
-
Build My Digital website scanner
Scans any public website for SEO, AI search, trust, conversion and speed, and lists our prices.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Audits public-facing websites across accessibility, SEO, GEO (AI search readiness), and usability -- evaluates 17 checks, assigns a letter grade, and generates a client-ready PDF…
-
Free AI visibility audit for any website. Discover how ChatGPT, Claude, and Perplexity perceive your brand across 5 dimensions and 30 checks — then get a one-click fix plan…
-
Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…
-
Webpage quality evaluator based on Google Search Quality Rater Guidelines (QRG). Inspects page purpose, MC quality, E-E-A-T, reputation, and spam signals to produce a graded…
-
Complete 21-phase local business SEO audit system for Claude Code. Covers technical SEO, on-page, content strategy, local SEO & GBP, AI visibility (ChatGPT, Perplexity, Gemini, AI…
Has a listing on Claude Code: claude-plugins-official (5)
-
Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…
-
Shopify's AI Toolkit provides 18 development skills for building on the Shopify platform, covering documentation search, API schema access, GraphQL and Liquid code validation…
-
Connect Claude to Fullstory to query behavioral analytics, session replays, and customer experience insights.
-
Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…
-
A suite of agent skills for the full GrowthBook feature flag and experimentation lifecycle.
Has a listing on Claude: knowledge-work-plugins (5)
-
Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…
-
Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…
-
AI agent skills that make SaaS products data-ready for product analytics — from codebase scan to tracking plan to working instrumentation code.
-
Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…
-
A suite of agent skills for the full GrowthBook feature flag and experimentation lifecycle.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Shopify for ChatGPT makes store building and management as easy as having a conversation. Effortlessly connect your existing store or create a new online store by describing your…
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Set up OpenAI Ads Measurement Pixel and optional Conversions API instrumentation.
-
PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…
-
Develop your payments integration faster with the ability to create products, prices, and payment links directly in ChatGPT. Run your business from ChatGPT with the ability to…
Has a listing on Community GitHub marketplaces (5)
-
Agentic Commerce Readiness Audit — executable stdlib-Python probes that score a live site on agent access, protocol discovery (UCP/ACP/A2A), catalog structured data…
-
Comprehensive website conversion audit — crawls your live site, finds broken CTA buttons, dead forms, missing tracking pixels, copy-pasted meta tags, and mobile UX problems that…
-
Measured performance, Core Web Vitals, accessibility, SEO, best-practices, and agentic browsing skills for any web stack.
-
E-commerce store performance analysis from raw Shopify connector data
-
Audit, spec, and verify production-grade experiences for humans and agents alike.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Accept payments and grow your business. Stripe's agent plugin includes best practices, upgrade guidance, and our MCP server.
-
Inspect a repository, improve Tiny Tool Town readiness, submit its listing issue, and launch remediation work.
-
Keep your coding agent up to date with the latest web best practices
-
Build and publish websites, dashboards, reports, and small web tools with Spacefast. Includes skills for editing Spaces, sharing previews, connecting domains, and restoring…
-
Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Advanced Security plugin for GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Analyze website traffic, audiences, and competitors.
-
Research keywords, backlinks, traffic, and competitors.
-
Research keywords, backlinks, rankings, and site health.
-
Track AI visibility, sentiment, and citations.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
Has a listing on Docker MCP Catalog (5)
-
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
-
Access to Short.io's link shortener and analytics tools.
-
AI assistant for ingested content with anonymous access.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
mcp-server-browserbase io.github.browserbase/mcp-server-browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
Has a listing on Official MCP Registry (5)
-
agentic-commerce-readiness com.expandingweb/agentic-commerce-readiness
Score a Magento or Adobe Commerce store on eight AI agent-readiness checks.
-
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shopping simulation.
-
shopify-geo-audit io.github.builtbyabs/shopify-geo-audit
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
-
Audit any storefront from outside: ad tags, dead-tag detection, AI crawler access, feed readiness.
-
Audit a landing page's conversion (score, top issues, fixes) and check if AI crawlers can read it.
Has a listing on npm registry (MCP servers) (5)
-
dsh-verify io.github.263311487-ux/dsh-verify
Agent-built web app quality gate. Real browser is the judge. PASS/FAIL with receipts.
-
dealflowpro io.github.jbechtel-97/dealflowpro
Multifamily real estate deal analysis — cap rate, DSCR, IRR, DFP Score, max offer price
-
Uptime monitoring for developers — monitors, incidents, heartbeats, maintenance, status pages
-
domain-search-mcp io.github.dorukardahan/domain-search-mcp
Naming engine with availability intelligence: score names, check domains, socials and registries.
-
Discover and load Agent Skills from configured local directories and Git sources over stdio MCP.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.