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den-indance

Shopify MCP Pro

createFulfillment

Create a fulfillment for an order by providing order ID and line items. Optionally add tracking info and notify the customer.

Instructions

Create a fulfillment for an order

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
orderIdYesThe order ID to fulfill
lineItemsYes
trackingInfoNo
notifyCustomerNo
locationIdNo
Behavior2/5

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

With no annotations, the description must carry the full burden of behavioral disclosure. It only uses the word 'Create,' implying mutation, but does not disclose side effects (e.g., inventory changes, notification triggers) or required permissions.

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

Conciseness3/5

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

The description is a single sentence, which is concise, but it is too minimal to be effective. It could be expanded without losing conciseness.

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 complexity (5 parameters, nested objects, no output schema, no annotations), the description is severely incomplete. It does not explain the result, side effects, or how parameters interact.

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?

Schema coverage is only 20%, and the description adds no information about parameters beyond what the schema provides. The schema only describes 'orderId'; other critical parameters like lineItems, trackingInfo, notifyCustomer, and locationId are left unexplained.

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

Purpose4/5

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

The description 'Create a fulfillment for an order' clearly states the verb and resource. However, it does not differentiate from siblings like createRefund or createDraftOrder, which also create order-related entities.

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 usage guidelines are provided. The description does not specify when to use this tool over alternatives (e.g., createRefund) or any prerequisites or constraints.

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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