Skip to main content
Glama
KuudoAI

Amazon Selling Central MCP

by KuudoAI

FulfillmentOutbound_createFulfillmentOrder

Creates a fulfillment order to ship seller inventory from Amazon's fulfillment network to a specified destination address.

Instructions

Catalog entry. Runs in your Kuudo deployment, not here. Requests that Amazon ship items from the seller's inventory in Amazon's fulfillment network to a destination address.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.0.0

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the behavioral disclosure burden. It does reveal that the operation is a request executed in a Kuudo deployment and involves shipping items, but it does not mention side effects, prerequisites, idempotency, or that a fulfillment order record will be created in the system.

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 short and mostly efficient, but the opening 'Catalog entry' sentence adds little value and the core purpose is placed last. It is concise but not optimally front-loaded.

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

Completeness2/5

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

Creating a fulfillment order is a complex operation with significant required data, yet the description omits payload requirements and any response/return information. The deployment note is useful, but an agent still lacks enough context to invoke the tool correctly.

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

Parameters3/5

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

The schema declares zero named parameters and additionalProperties is true, so there is little for the description to add over the schema. However, the permissive additionalProperties are not clarified, and no hints are given about the fulfillment-order fields an agent would need to supply, leaving payload construction ambiguous.

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 names a specific action: requesting Amazon to ship items from the seller's inventory in Amazon's fulfillment network to a destination address. This clearly identifies it as a create-outbound-fulfillment-order operation, though it does not explicitly contrast with sibling tools like updateFulfillmentOrder or createFulfillmentReturn.

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?

There is no guidance on when to use this tool versus related FulfillmentOutbound tools or other shipping tools. The only contextual line, 'Runs in your Kuudo deployment, not here,' concerns environment/deployment rather than when to select this tool.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/KuudoAI/amazon-selling-partner-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server