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ApparelHub-AI

apparelhub-mcp

Official

sync_to_fulfillment

Associates a product with a store and syncs it to that store's fulfillment provider (Printful/Printify), creating the manufacturing path required before listing on a sales channel.

Instructions

Associate a product with a store AND sync it to that store's fulfillment provider (Printful/Printify). This is the REQUIRED step before sync_to_channel: it both puts the product on the store (a product from create_product is standalone) and creates the manufacturing path the sales-channel listing binds to. Run it after the product has variants.

[#58f859]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
workspaceNo
store_uuidYes
product_uuidYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.15.2

TDQS

A4.3/5.0
Behavior4/5

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

Annotations only carry openWorldHint=true, so the description carries most of the behavioral burden and does well: it discloses the two side effects (placing the product on the store AND creating the manufacturing path) and a prerequisite (variants must exist). It does not cover reversibility, failure behavior, or auth/provider prerequisites, so it stops short of full transparency.

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

Conciseness4/5

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

Three sentences, front-loaded with the core action and sequencing, with no filler. A stray token '[#58f859]' at the end is noise that slightly detracts from otherwise tight structure.

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

Completeness4/5

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

For a 3-parameter mutation with no output schema and only an openWorldHint annotation, the description covers purpose, ordering relative to siblings, and prerequisites, giving an agent enough to call it correctly. The undocumented workspace parameter and untold failure modes are the remaining gaps.

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?

Schema description coverage is 0%, so the description must compensate for all three parameters. It usefully grounds product_uuid and store_uuid in the associate/sync semantics and notes that a create_product result is standalone, but the workspace parameter is never mentioned or explained.

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

Purpose5/5

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

States a precise compound verb+resource: it associates a product with a store and syncs it to that store's fulfillment provider (Printful/Printify). It also distinguishes itself from the lookalike sibling sync_to_channel by describing the manufacturing path this creates versus the sales-channel binding that comes later.

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

Usage Guidelines5/5

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

Explicitly frames itself as 'the REQUIRED step before sync_to_channel', naming the alternative and the ordering condition. It also gives a prerequisite ('Run it after the product has variants'), leaving no inference about when to invoke it.

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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