Midjourney MCP Server for Cline 9 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Midjourney through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
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{
"mcpServers": {
"midjourney": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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 MCP Server
Connect Midjourney image generation to any AI agent and create stunning visuals through natural conversation. Generate images from text prompts, upscale to high resolution, create variations, blend images, and even reverse-engineer prompts from existing images.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Midjourney tool calls without waiting for prompts between steps. Connect 9 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
What you can do
- Text-to-Image — Generate high-quality images from descriptive prompts
- Upscale — Enhance any of the 4 grid images to full resolution
- Variations — Explore creative alternatives based on any generated image
- Blend — Combine 2-5 images into a new composition
- Describe — Reverse-engineer a prompt from any image
- Inpaint — Edit specific regions of images with masks
- Task Monitoring — Track generation progress and retrieve completed images
The Midjourney MCP Server exposes 9 tools through the Vinkius. Connect it to Cline 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 to Cline via MCP
Follow these steps to integrate the Midjourney MCP Server with Cline.
Open Cline MCP Settings
Click the MCP Servers icon in the Cline sidebar panel
Add remote server
Click "Add MCP Server" and paste the configuration above
Enable the server
Toggle the server switch to ON
Start using Midjourney
Ask Cline: "Using Midjourney, help me...". 9 tools available
Why Use Cline with the Midjourney MCP Server
Cline provides unique advantages when paired with Midjourney through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
Midjourney + Cline Use Cases
Practical scenarios where Cline combined with the Midjourney MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from Midjourney and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use Midjourney tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from Midjourney and generates snapshot tests or mocks based on actual payloads
Incident response: query Midjourney for real-time status and let Cline generate hotfix patches based on the findings
Midjourney MCP Tools for Cline (9)
These 9 tools become available when you connect Midjourney to Cline via MCP:
blend
Provide URLs of existing images to blend together. Optionally add a text prompt to guide the blend. Blend multiple images together into one composition
describe
Useful for understanding how to recreate styles and compositions. Generate a text prompt from an image (reverse engineer)
get_task_status
Returns progress percentage, image URLs when ready, and available actions (upscale/variation). Check the status of an image generation task
get_tasks
Useful for monitoring ongoing generations and finding image IDs for upscale/variation. List recent image generation tasks
imagine
The prompt should be in English and can include style modifiers like "--ar 16:9" for aspect ratio, "--v 6" for version, "--s" for stylization. Returns a task ID and thumbnail URL. Use the task ID to check generation progress. Generate an image from text prompt using Midjourney
inpaint
The rest of the image remains unchanged. Edit a specific region of a generated image using a mask
reroll
Useful when none of the initial 4 images are satisfactory. Regenerate 4 new images with the same prompt
upscale
Returns the upscaled image URL. Upscale one of the 4 generated images to higher resolution
variation
Useful for exploring different interpretations of a concept. Create a variation of one of the 4 generated images
Example Prompts for Midjourney in Cline
Ready-to-use prompts you can give your Cline agent to start working with Midjourney immediately.
"Generate an image of a cyberpunk city at sunset, 16:9 aspect ratio."
"Upscale image position 2 from the last generation."
"Describe this image and tell me what prompt would create it: https://example.com/art.jpg"
Troubleshooting Midjourney MCP Server with Cline
Common issues when connecting Midjourney to Cline through the Vinkius, and how to resolve them.
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Midjourney + Cline FAQ
Common questions about integrating Midjourney MCP Server with Cline.
How does Cline connect to MCP servers?
Can Cline run MCP tools without approval?
Does Cline support multiple MCP servers at once?
Connect Midjourney with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Midjourney to Cline
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.