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AIWerk

@aiwerk/mcp-server-ghl

by AIWerk

payments_create_order_fulfillment

Create order fulfillment with tracking details and item list, and optionally notify the customer after shipping an order in GoHighLevel.

Instructions

Create order fulfillment

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
altIdNoLocation Id or Agency Id Defaults to GHL_LOCATION_ID when omitted.
itemsYesFulfilled items
altTypeNoDefaults to GHL_LOCATION_ID when omitted.
orderIdYesID of the order that needs to be returned
trackingsYesFulfillment tracking information
notifyCustomerYesNeed to send a notification to customer
Behavior2/5

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

Annotations indicate readOnlyHint=false, idempotentHint=false, and destructiveHint=false, but the description adds nothing about what side effects occur, whether notifications are sent (the notifyCustomer param hints at this), or what happens upon success/failure. The description is a bare 'Create order fulfillment' and does not elaborate on the operation's behavior beyond what the schema already implies.

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

Conciseness1/5

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

The description is a single sentence of three words, which is under-specified rather than concise. It omits essential context such as fulfillment meaning, required fields, and behavior. While brevity is a virtue, this is so minimal that it fails to convey any useful information.

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?

For a tool with 6 parameters (4 required), including nested arrays and a boolean, the description is grossly incomplete. There is no explanation of what constitutes a fulfillment, how trackings should be structured, the implications of notifyCustomer, or any error handling. With no output schema and no supplementary detail, an agent cannot reliably determine how to construct a valid request or interpret results.

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

Parameters2/5

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

Schema descriptions cover 100% of parameters, but they are minimal and one is potentially misleading: orderId is described as 'ID of the order that needs to be returned,' which suggests a return/refund context rather than fulfillment. The tool description itself provides no additional meaning for parameters like items or trackings, so it adds zero value beyond the schema. The high schema coverage earns a baseline of 3, but the misleading orderId description and lack of elaboration reduce the score.

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 a clear verb ('create') and resource ('order fulfillment'), which distinguishes it from list/get tools like payments_list_order_fulfillment. However, it is extremely terse and does not explain what 'order fulfillment' entails, leaving the agent to infer its meaning from the parameter names. It is functional but not specific enough to fully disambiguate from other payments write operations.

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 given on when to use this tool versus alternatives such as payments_record_order_payment or payments_create_integration. There is no mention of prerequisites, order status requirements, or scenarios where this tool is not appropriate. The agent has to guess from the name alone.

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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