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Midjourney MCP Server and API by Cotlet

Download creation in Midjourney

midjourney_download_creation
Read-onlyIdempotent

Download creation in the user's own Midjourney account from ChatGPT, Claude or any AI agent. Returns how to do it in Midjourney step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Midjourney Cloud Browser. Midjourney's official API: Midjourney has no public API (checked 5 Nov 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": "midjourney_download_creation"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive, and closed-world, so the safety profile is covered. The description does add real value with 'opens nothing by itself,' telling the agent the call has no side effects and returns instructions rather than performing the action. However, it says nothing about the shape or granularity of the returned guidance, which is the actual payload here since no output schema exists.

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 behavior is front-loaded in the first two clauses, which is good. But 'from ChatGPT, Claude or any AI agent' is promotional filler, and the trailing 'Midjourney's official API: Midjourney has no public API (checked 5 Nov 2026)' is a fragment that reads awkwardly and pads the definition.

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

Completeness3/5

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

For a zero-parameter, read-only, no-output-schema tool the description covers the essentials of what it returns and what to do next. What it leaves out is how the returned guide is scoped without a creation identifier, which matters for a tool named after a specific resource. Adequate but with a meaningful gap.

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 there is nothing for the description to disambiguate and schema coverage is 100%. Baseline of 4 applies. One residual concern is that with no parameters the description never explains how the guide relates to a particular creation, which an agent might reasonably expect.

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 states what the tool concretely delivers: a step-by-step guide (screens, buttons, fields) for downloading a Midjourney creation, explicitly clarifying that it 'opens nothing by itself.' This resolves the potential confusion with the name 'download_creation,' which would otherwise imply an actual file fetch. It does not, however, distinguish itself from siblings like midjourney_search_creations or midjourney_upscale_creation.

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?

It gives a clear usage pattern: get the guide here, then execute it with the cotlet_browser_* tools in the user's Midjourney Cloud Browser. It also justifies why this path exists (Midjourney has no public API). It lacks explicit exclusions telling the agent when not to use it, and there is no mention of how a specific creation is identified given the tool has no parameters.

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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