Midjourney MCP Server for Windsurf 9 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Midjourney through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Midjourney and 2,500+ MCP Servers from a single visual interface.
{
"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.
Windsurf's Cascade agent chains multiple Midjourney tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 9 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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 Windsurf 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 Windsurf via MCP
Follow these steps to integrate the Midjourney MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Midjourney
Open Cascade and ask: "Using Midjourney, help me...". 9 tools available
Why Use Windsurf with the Midjourney MCP Server
Windsurf provides unique advantages when paired with Midjourney through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 9 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Midjourney + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Midjourney MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Midjourney and generate models, types, or handlers based on real API responses
Live debugging: query Midjourney tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Midjourney and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Midjourney data with Cascade's code generation to scaffold entire features in minutes
Midjourney MCP Tools for Windsurf (9)
These 9 tools become available when you connect Midjourney to Windsurf 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 Windsurf
Ready-to-use prompts you can give your Windsurf 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 Windsurf
Common issues when connecting Midjourney to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Midjourney + Windsurf FAQ
Common questions about integrating Midjourney MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Midjourney with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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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 Windsurf
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.