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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

ShopAIReady

By shopaiready.com Verified namespace

AI-shopping feed checks (RO). Google→ChatGPT: link→url, image_link→image_url, in_stock, seller_name.

WebsiteDesign & media
Connect to ShopAIReady
Checks passed
13 / 22

1 failed · 8 not measured

Median response
71 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 71 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name shopaiready.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 71 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 71 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    8 of 10 parameters have a description (80%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-03T20:46:35.900669Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using ShopAIReady

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

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

Capabilities

Tools 5

audit_product_page

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.

Discovered
check_store_ai_readiness

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.

Discovered
draft_supplemental_feed

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.

Discovered
validate_feed_for_chatgpt

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.

Discovered
validate_feed_for_google

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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected71 ms5

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