ShopAIReady

com.shopaiready/shopaireadyshopaiready.comstreamable-httpv0.0.1Scanned 2 hours ago

Read-only MCP tools that check if a store and product feed are ready for AI shopping.

5 tools: 3 change things and 2 only read.

Reads private data · 0
Reads text others write · 4
Can send data out · 1
1 finding

Anlyon alternative

3 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

5 tools

Changes things 3Creates or changes something that can be changed back.Claude Code: ask

audit_product_pageAudits one public product page: schema.org Product/Offer (JSON-LD), price/currency/availability coherence with visible text and og:price, GTIN/MPN check digit, images, return/shipp…Reads text others writeCan send data outNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Description, as the server wrote it
Audits one public product page: schema.org Product/Offer (JSON-LD), price/currency/availability coherence with visible text and og:price, GTIN/MPN check digit, images, return/shipping markup, and robots.txt / noindex access for OAI-SearchBot, Googlebot and other AI bots. Cannot verify WAF/User-Agent blocking.
Annotations the server declares
- title: Audit a product page
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
check_store_ai_readinessAudits a public store homepage (+ robots.txt, sitemap, one sampled product page) and returns a heuristic 0–100 AI-shopping readiness score with the top ≤10 gaps and fixes (schema.o…Reads text others write1 finding
Why it is in this group
- The name "check_store_ai_readiness" says "store": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Findings
- Warn
  The server marks "check_store_ai_readiness" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The name "check_store_ai_readiness" says "store": a word for a change.
  What this check looks for
Description, as the server wrote it
Audits a public store homepage (+ robots.txt, sitemap, one sampled product page) and returns a heuristic 0–100 AI-shopping readiness score with the top ≤10 gaps and fixes (schema.org Product/Offer, AI search bots in robots.txt, sitemap, HTTPS, policies). Read-only; no login; does not detect WAF/CDN bot blocking.
Annotations the server declares
- title: Check store AI-shopping readiness
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
draft_supplemental_feedTurns structured issues (the `issues` array returned by validate_feed_for_google / validate_feed_for_chatgpt / audit_product_page) into CSV text of suggested corrections (title, gt…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Turns structured issues (the `issues` array returned by validate_feed_for_google / validate_feed_for_chatgpt / audit_product_page) into CSV text of suggested corrections (title, gtin, identifier_exists, product_type, availability, price, seller_name, Q&A template columns). Read-only: only returns file content; never writes to Merchant Center or OpenAI. Unknown values are left as TODO — nothing is invented.
Annotations the server declares
- title: Draft supplemental feed (CSV)
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false

Only reads 2Looks things up and changes nothing.Show 2 read-only tools

validate_feed_for_chatgptFetches a public product feed (XML RSS/Atom, CSV, TSV, JSONL) and checks it against the OpenAI Commerce products feed spec (required: item_id, title, description, url, brand, selle…Reads text others writeNo findings
Why it is in this group
- The name "validate_feed_for_chatgpt" says "validate": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Fetches a public product feed (XML RSS/Atom, CSV, TSV, JSONL) and checks it against the OpenAI Commerce products feed spec (required: item_id, title, description, url, brand, seller_name, image_url, availability, price; plus GTIN check digit, sale_price, placeholders). Returns % SKUs OK, issue counts and sample issues.
Annotations the server declares
- title: Validate feed for ChatGPT shopping
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
validate_feed_for_googleFetches a public product feed and checks Google Merchant Center required/recommended attributes (id, title, description, link, image_link, availability, price, brand, gtin/mpn/iden…Reads text others writeNo findings
Why it is in this group
- The name "validate_feed_for_google" says "validate": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Fetches a public product feed and checks Google Merchant Center required/recommended attributes (id, title, description, link, image_link, availability, price, brand, gtin/mpn/identifier_exists, condition, apparel attributes, product_type…) plus coverage of the May-2026 conversational attributes (question_and_answer, related_product, variant_option, …) as a stub. Returns % SKUs OK + issues.
Annotations the server declares
- title: Validate feed for Google Shopping
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data.

Reads private data0: Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write4: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.; audit_product_page
check_store_ai_readiness
validate_feed_for_chatgpt
validate_feed_for_google
Can send data out1: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.; audit_product_page

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warncheck_store_ai_readiness
The server marks "check_store_ai_readiness" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The name "check_store_ai_readiness" says "store": a word for a change.
What this check looks for

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 0.0.1. Values in angle brackets are yours to fill in.

claude mcp add --transport http shopaiready https://mcp.shopaiready.com/mcp

claude mcp add --transport http shopaiready https://mcp.shopaiready.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__shopaiready__validate_feed_for_chatgpt",
      "mcp__shopaiready__validate_feed_for_google"
    ],
    "ask": [
      "mcp__shopaiready__check_store_ai_readiness",
      "mcp__shopaiready__audit_product_page",
      "mcp__shopaiready__draft_supplemental_feed"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as shopaiready. Review it before you use it.

Capability tags behind 4 rules

mcp__shopaiready__check_store_ai_readiness untrusted-input
mcp__shopaiready__audit_product_page untrusted-input, outbound
mcp__shopaiready__validate_feed_for_chatgpt untrusted-input
mcp__shopaiready__validate_feed_for_google untrusted-input

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/com.shopaiready/shopaiready/verify?hash=39108d194c4370256602a8baefcd3ac20a19fa786562456a06225cd56a1563e6" | jq -e '.changed == false'

Pinned hash 39108d194c43, from Nov 1, 2026, 21:18 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.shopaiready/shopaiready/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

[![anlyon.dev](https://anlyon.dev/badge/com.shopaiready/shopaiready.svg)](https://anlyon.dev/servers/com.shopaiready/shopaiready)

Source: MCP Registry. Synced Nov 1, 2026, 22:17 UTC.