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Printful MCP Server and API by Cotlet

Generate mockups in Printful

printful_generate_mockups
Read-onlyIdempotent

Generate mockups in the user's own Printful account from ChatGPT, Claude or any AI agent. Returns how to do it in Printful step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Printful Cloud Browser. Printful's official API: Printful has a full REST API, documented at developers.printful.com, with private tokens for your own store and OAuth for public apps, but no official MCP server (checked 17 Oct 2026).

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "printful_generate_mockups"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

With readOnlyHint/idempotentHint already declared, the description still adds real behavioral context: it returns screen/button/field level instructions and performs no action itself, so the browser tools are required to effect anything. The trailing paragraph on Printful's REST API, private tokens, and OAuth is background rather than behavior of this tool, which limits the credit.

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 core is front-loaded and useful: what it returns, that it opens nothing, and which tools to use next. The final sentence about Printful's official REST API, developer docs, token types, and a verification date does not help an agent select or invoke this tool and reads as appended boilerplate. Sentences are also long and run together, mixing the instruction content with the API aside.

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?

With no output schema, the description carries the burden of explaining the return value, and it does so at a useful level (step-by-step screens, buttons, fields). It also names the follow-on tool family needed to actually complete the task. What it lacks is any hint about the format of the returned steps or their reliability, which matters for an instruction-returning tool.

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

Parameters4/5

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

The tool takes zero parameters, so the baseline of 4 applies; there is nothing for the description to disambiguate. The description sensibly spends its words on what the call returns rather than inventing input details.

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 does state a concrete outcome ("Generate mockups in the user's own Printful account") and clarifies that it only returns step-by-step instructions rather than performing the action. However, the name and first clause suggest an action tool while the actual function is an instructional/guide tool, which forces the agent to reconcile the two readings. It does implicitly separate itself from the cotlet_browser_* siblings by saying it "opens nothing by itself."

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

Usage Guidelines4/5

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

Clear hand-off guidance: call this to get the steps, then execute them with the cotlet_browser_* tools in the user's Printful Cloud Browser. It also states a useful exclusion (it opens nothing on its own), so the agent knows it is not a stand-alone action. It does not compare against the other printful_* order/product siblings, but those are separate operations rather than alternatives for this task.

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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