How do I check if my Midjourney image is ready?

Use the `get_job` tool with the Job ID provided. Your agent will poll the API and report the current state (pending or completed). Once finished, it will return the final image URL or the 2x2 grid depending on your task.

Can I edit an image by zooming out or panning the camera through the agent?

Absolutely. Use the `pan_image` and `zoom_out_image` tools with a completed Job ID. Your agent will command Midjourney to expand the canvas or shift the focus in your specified direction, creating professional cinematographic edits.

What does the 'describe' tool do?

The `describe_image` tool reverse engineers prompts. Provide an image URL, and your agent will retrieve 4 candidate text descriptions from Midjourney, showing you the exact words and styles used to create that visual concept.

Midjourney AI (Generative Image Arts) MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Midjourney AI (Generative Image Arts)
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Midjourney AI (Generative Image Arts) as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="midjourney_ai_generative_image_arts_agent",
            tools=tools,
            system_message=(
                "You help users with Midjourney AI (Generative Image Arts). "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Midjourney AI (Generative Image Arts) MCP Server

Connect your Midjourney account to any AI agent and take full control of state-of-the-art generative art production and professional creative tools through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Midjourney AI (Generative Image Arts) tools. Connect 10 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Cinematic Imagine — Generate high-fidelity AI images from scenic descriptions using Midjourney's latest generative models directly from your agent
Precision Upscaling — Extract and upscale specific tiles from your 2x2 generation grids to retrieve high-resolution final renders securely
Visual Variation — Create brand new structural branches from existing grid images to iterate on visual concepts and aesthetic directions
Camera Control (Pan & Zoom) — Direct your AI shots with specific directional movements (up, down, left, right) or widen perspective using dynamic zoom out levels
Image Description — Reverse engineer prompts from any public image URL, retrieving 4 candidate text descriptions to understand visual concepts natively
Multi-Image Blending — Merge between 2 and 5 source images into a single unique composition, bridging distinct artistic styles flawlessly
Task Orchestration — Manage asynchronous generation jobs, poll for status updates (pending, completed), and monitor your account's job history in real-time

The Midjourney AI (Generative Image Arts) MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Midjourney AI (Generative Image Arts) to AutoGen via MCP

Follow these steps to integrate the Midjourney AI (Generative Image Arts) MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Midjourney AI (Generative Image Arts) automatically

Why Use AutoGen with the Midjourney AI (Generative Image Arts) MCP Server

AutoGen provides unique advantages when paired with Midjourney AI (Generative Image Arts) through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Midjourney AI (Generative Image Arts) tools to solve complex tasks

Role-based architecture lets you assign Midjourney AI (Generative Image Arts) tool access to specific agents — a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Midjourney AI (Generative Image Arts) tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Midjourney AI (Generative Image Arts) tool responses in an isolated environment

Midjourney AI (Generative Image Arts) + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Midjourney AI (Generative Image Arts) MCP Server delivers measurable value.

Collaborative analysis: one agent queries Midjourney AI (Generative Image Arts) while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Midjourney AI (Generative Image Arts), a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Midjourney AI (Generative Image Arts) data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Midjourney AI (Generative Image Arts) responses in a sandboxed execution environment

Midjourney AI (Generative Image Arts) MCP Tools for AutoGen (10)

These 10 tools become available when you connect Midjourney AI (Generative Image Arts) to AutoGen via MCP:

blend_images

Pass absolute valid URLs delimited strictly by commas. Blend 2-5 explicit images into a new unique composition

describe_image

Reverse engineer text descriptions from an input image via Midjourney

generate_image

Always retrieve the returning Job ID to poll `get_job` tracking its process till completion. Generate images from a text prompt using Midjourney generative models

generate_variation

Returns a new Job. Create variant branches from a specific Midjourney grid image

get_job

DO NOT loop aggressively, sleep in between. Get the active execution status of an ongoing Midjourney job

list_jobs

List recent history representing previously executed Midjourney prompts

pan_image

Extrapolate frame borders panning natively over a direction

reroll_job

Re-run identical prompt arguments dropping new sets of outputs

upscale_image

Polled async. Extract and upscale a single specific tile off a 2x2 grid

zoom_out_image

Widen the perspective zooming out explicitly

Example Prompts for Midjourney AI (Generative Image Arts) in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Midjourney AI (Generative Image Arts) immediately.

"Generate a futuristic cyberpunk city at sunset with neon reflections in 16:9"

"Upscale the first image from grid ID 'mj-98765'"

"Describe the contents of this image: [url]"

Troubleshooting Midjourney AI (Generative Image Arts) MCP Server with AutoGen

Common issues when connecting Midjourney AI (Generative Image Arts) to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Midjourney AI (Generative Image Arts) + AutoGen FAQ

Common questions about integrating Midjourney AI (Generative Image Arts) MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Midjourney AI (Generative Image Arts) tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.