ShopAIReady MCP

A read-only MCP server that checks if an online store, its product pages, and product feed are ready for AI shopping assistants like Google AI Mode and ChatGPT. It provides tools to audit pages, validate feeds, and draft supplemental CSV feeds with fixes for issues like missing schema.org data or invalid GTINs.

Visit ShopAIReady

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by ShopAIReady

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MCP endpoint (Streamable HTTP)

https://mcp.shopaiready.com/mcp

Vendor documentation

What you can do with it

Check store AI readiness
Audit product pages
Validate feeds for ChatGPT
Draft supplemental feed

Source and maintenance

Vendor evidenceRegistry 0.0.1

mcp-registry: com.shopaiready/shopaiready@0.0.1 Project website

Protocol and capabilities

Server: shopaiready 0.0.1
MCP protocol: 2025-06-18
Tools: 5 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": true
  }
}

Tools

5 advertised

check_store_ai_readiness — Check store AI-shopping readiness

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

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.

check_store_ai_readiness input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "store_url"
  ],
  "properties": {
    "store_url": {
      "type": "string",
      "minLength": 1,
      "description": "URL público http(s). (Caminhos locais só com SHOPAIREADY_ALLOW_LOCAL=1, para demo/testes.)"
    }
  }
}

check_store_ai_readiness annotations

{
  "title": "Check store AI-shopping readiness",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

audit_product_page — Audit a product page

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

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.

audit_product_page input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "minLength": 1,
      "description": "URL público http(s). (Caminhos locais só com SHOPAIREADY_ALLOW_LOCAL=1, para demo/testes.)"
    }
  }
}

audit_product_page annotations

{
  "title": "Audit a product page",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

validate_feed_for_chatgpt — Validate feed for ChatGPT shopping

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

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.

validate_feed_for_chatgpt input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "feed_url"
  ],
  "properties": {
    "feed_url": {
      "type": "string",
      "minLength": 1,
      "description": "URL público http(s). (Caminhos locais só com SHOPAIREADY_ALLOW_LOCAL=1, para demo/testes.)"
    },
    "seller_name": {
      "type": "string",
      "description": "Opcional: nome da loja para sugerir em seller_name em falta."
    }
  }
}

validate_feed_for_chatgpt annotations

{
  "title": "Validate feed for ChatGPT shopping",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

validate_feed_for_google — Validate feed for Google Shopping

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

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.

validate_feed_for_google input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "feed_url"
  ],
  "properties": {
    "feed_url": {
      "type": "string",
      "minLength": 1,
      "description": "URL público http(s). (Caminhos locais só com SHOPAIREADY_ALLOW_LOCAL=1, para demo/testes.)"
    }
  }
}

validate_feed_for_google annotations

{
  "title": "Validate feed for Google Shopping",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

draft_supplemental_feed — Draft supplemental feed (CSV)

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

draft_supplemental_feed input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "issues"
  ],
  "properties": {
    "issues": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "field",
          "severity",
          "code"
        ],
        "properties": {
          "url": {
            "type": "string"
          },
          "code": {
            "type": "string"
          },
          "field": {
            "type": "string"
          },
          "target": {
            "enum": [
              "chatgpt",
              "google",
              "store",
              "page"
            ],
            "type": "string"
          },
          "context": {
            "type": "object",
            "propertyNames": {
              "type": "string"
            },
            "additionalProperties": {
              "type": "string"
            }
          },
          "current": {
            "type": "string"
          },
          "item_id": {
            "type": "string"
          },
          "message": {
            "type": "string",
            "default": ""
          },
          "severity": {
            "enum": [
              "error",
              "warning",
              "info"
            ],
            "type": "string"
          },
          "suggestion": {
            "type": "string"
          }
        },
        "additionalProperties": {}
      },
      "minItems": 1,
      "description": "Array `issues` devolvido por uma das outras ferramentas."
    },
    "target": {
      "enum": [
        "google",
        "chatgpt"
      ],
      "type": "string",
      "description": "Formato de saída; por omissão inferido das issues."
    },
    "language": {
      "enum": [
        "pt",
        "en"
      ],
      "type": "string"
    },
    "include_qa": {
      "type": "boolean",
      "description": "Incluir coluna question_and_answer com perguntas-modelo (default true)."
    },
    "seller_name": {
      "type": "string"
    }
  }
}

draft_supplemental_feed annotations

{
  "title": "Draft supplemental feed (CSV)",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 553 ms
95th percentile latency: 553 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 9:19 PM UTC · probe · passed · 553 ms · metadata changed · 5 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

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

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add shopaiready-mcp --url https://mcp.shopaiready.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable shopaiready-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "shopaiready-mcp": {
      "url": "https://mcp.shopaiready.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "shopaiready-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.shopaiready.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start shopaiready-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "shopaiready-mcp": {
      "type": "http",
      "url": "https://mcp.shopaiready.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

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

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "shopaiready-mcp": {
      "url": "https://mcp.shopaiready.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "shopaiready-mcp": {
      "serverUrl": "https://mcp.shopaiready.com/mcp"
    }
  }
}

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ShopAIReady MCP

Endpoint and access

What you can do with it

Source and maintenance

Protocol and capabilities

Tools

Prompts

Resources

30-day availability

Maintenance history

Connect from your client

Claude Code

Codex

Cursor

Cline

VS Code

Gemini CLI

Claude Desktop

Windsurf

Let your agent find its tools

Other ai and machine learning servers

Do you run ShopAIReady MCP?