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CatalogReady

CatalogReady

by PO-VINCENT
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
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catalogready_optimize_shopify_payload

Optimize authorized Shopify GraphQL product objects to fix issues and raise AI shopping agent readiness scores.

Instructions

Optimize an authorized Shopify GraphQL product object supplied by the host agent.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "product_data": "<product_data>"
    },
    "name": "catalogready_optimize_shopify_payload"
  }
}

Input Schema

NameRequiredDescriptionDefault
modelNo
marketNoen-AU
providerNodeterministic
shop_domainNo
product_dataYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.5.0

TDQS

C2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description must disclose behaviors. It only states the tool operates on an 'authorized' Shopify object, but does not describe side effects, permission requirements, rate limits, or what 'optimize' modifies. The term 'authorized' hints at authentication, but no details.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single short sentence, which is concise but lacks substance. Important information about parameters, usage, and behavior is omitted, so the sentence does not earn its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (5 params, nested objects, no output schema, no annotations), the description is severely incomplete. It fails to explain what optimization does, how parameters affect behavior, or what the user should expect.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 5 parameters (including a nested object) with 0% coverage in description. The description does not explain any parameter, such as 'model', 'market', 'provider', or 'shop_domain'. The required 'product_data' is mentioned but not detailed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the tool optimizes a Shopify GraphQL product object, which is a specific verb-resource combination. However, 'optimize' is vague and does not explain what optimization entails. The sibling tools (CSV, HTML) provide clearer differentiation, but this description lacks specificity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus its siblings (e.g., catalogready_optimize_product_csv, catalogready_optimize_product_html). The description does not mention prerequisites, alternatives, or context for selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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