🎨 Image Generator MCP Server

The missing piece of vibe coding — AI can generate your code, now it generates your images too.

Works with Claude Code · Cursor · Windsurf · any MCP client

AI-generated wedding website with hero section

_{Wedding Website — hero section, navigation, gallery
Generated in ~10 seconds with one prompt}

AI-generated Korean restaurant website with food photography

_{Korean Restaurant Website — food photography, menu layout
Generated in ~10 seconds with one prompt}

Every image above was generated by this MCP server. No stock photos. No Photoshop. No Midjourney tab-switching.
Just vibe code your site and the images appear alongside your HTML & CSS.

Quick Install · Why This Matters · Models · Tools · Examples · trucopilot.com

🚀 Why This Exists — The Missing Piece of Vibe Coding

Vibe coding changed everything — except images.

Claude Code, Cursor, Windsurf — they can scaffold an entire website in minutes. Pixel-perfect layouts, responsive grids, beautiful typography, dark mode, animations. But open the result in a browser and what do you see?

Grey placeholder boxes. Broken <img> tags. Empty hero sections. Skeleton UIs with no soul.

The code is there. The CSS is flawless. But the visual identity is completely missing — because AI coding tools generate text and code, not images. You're forced to stop your flow, open Midjourney or DALL-E in another tab, generate images separately, download them, rename them, drag them into your project, update the paths... The magic of vibe coding dies the moment you need a picture.

🔌 This MCP server fixes that — permanently.

Install it once, and your AI coding assistant can now generate ultra-realistic 2K images inline — right alongside the HTML and CSS it's already writing. Hero banners, food photography, product shots, team portraits, background textures — all created in real-time, auto-saved to your project, and referenced in your code. Zero context switching. Zero placeholder images.

✨ Before vs. After:

Without Image Generator	With Image Generator
❌ Hero sections with `placeholder.jpg`	✅ Stunning AI-generated banners that match your brand
❌ Feature cards with broken image icons	✅ Custom illustrations generated per feature
❌ "Add your image here" TODO comments	✅ Real images, auto-saved, auto-referenced in code
❌ Static, lifeless mockups you're embarrassed to demo	✅ Production-ready pages with full visual design
❌ Stop coding → open Midjourney → download → rename → drag	✅ Images generated inline — zero context switching

🎯 Every page element, covered:

🖥️ Hero Sections — Full-width 16:9 cinematic banners with dramatic lighting and atmosphere
🃏 Cards & Features — 1:1 or 4:3 custom illustrations that bring product features to life
👤 Avatars & Profiles — Ultra-realistic or stylized portraits, any style
📱 Mobile Screens — 9:16 splash screens, onboarding flows, story-format content
🍽️ Product & Food Photography — Restaurant menus, e-commerce catalogs, editorial spreads
🌄 Backgrounds & Textures — Subtle atmospheric images that complete the design
🏢 About & Team Pages — Professional environments, company culture imagery

💡 The bottom line:

Your vibe-coded website goes from "skeleton with grey boxes" to "fully designed with real visuals" — in a single AI session, without ever leaving your editor.

Every image in this README — the wedding site, the Korean restaurant, the cherry blossom banner — was generated by this MCP in under 10 seconds each.

⚡ Quick Install

Set at least one API key. Provider priority when auto-detecting: OpenRouter → Runware → Gemini.

OpenRouter (default)

claude mcp add --scope user image-generator \
  -e OPENROUTER_API_KEY=YOUR_OPENROUTER_API_KEY \
  -- npx -y @trucopilot/image-generator-vibe-coding

🔑 Get your key at openrouter.ai/keys

Runware (diffusion models, cost-efficient)

claude mcp add --scope user image-generator \
  -e RUNWARE_API_KEY=YOUR_RUNWARE_API_KEY \
  -- npx -y @trucopilot/image-generator-vibe-coding

🔑 Get your key at runware.ai — then pass provider: "runware" on each tool call (or set Runware as your only key for auto-detection)

Gemini (direct API)

claude mcp add --scope user image-generator \
  -e GEMINI_API_KEY=YOUR_GEMINI_API_KEY \
  -- npx -y @trucopilot/image-generator-vibe-coding

🔑 Get your key at aistudio.google.com/apikey

📁 Project scope only (click to expand)

# OpenRouter
claude mcp add image-generator \
  -e OPENROUTER_API_KEY=YOUR_OPENROUTER_API_KEY \
  -- npx -y @trucopilot/image-generator-vibe-coding

# Runware
claude mcp add image-generator \
  -e RUNWARE_API_KEY=YOUR_RUNWARE_API_KEY \
  -- npx -y @trucopilot/image-generator-vibe-coding

⚙️ Manual JSON config — Claude Code, Cursor, Windsurf, etc. (click to expand)

OpenRouter:

{
  "mcpServers": {
    "image-generator": {
      "command": "npx",
      "args": ["-y", "@trucopilot/image-generator-vibe-coding"],
      "env": {
        "OPENROUTER_API_KEY": "your-openrouter-key-here"
      }
    }
  }
}

Runware:

{
  "mcpServers": {
    "image-generator": {
      "command": "npx",
      "args": ["-y", "@trucopilot/image-generator-vibe-coding"],
      "env": {
        "RUNWARE_API_KEY": "your-runware-key-here"
      }
    }
  }
}

Multiple providers (set all keys you have — OpenRouter is preferred when multiple are present):

{
  "mcpServers": {
    "image-generator": {
      "command": "npx",
      "args": ["-y", "@trucopilot/image-generator-vibe-coding"],
      "env": {
        "OPENROUTER_API_KEY": "your-openrouter-key-here",
        "RUNWARE_API_KEY": "your-runware-key-here",
        "GEMINI_API_KEY": "your-gemini-key-here"
      }
    }
  }
}

Cursor — add the JSON above to .cursor/mcp.json (project) or Cursor Settings → MCP (global).

Local development (run from this repo instead of npm):

{
  "mcpServers": {
    "image-generator": {
      "command": "node",
      "args": ["/absolute/path/to/image-mcp/dist/index.js"],
      "env": {
        "RUNWARE_API_KEY": "your-runware-key-here"
      }
    }
  }
}

🤖 Vibe Coding Prompt — Copy & Paste

Drop this prompt into Claude Code (or any AI coding tool). Replace the two placeholders and it will auto-configure everything — MCP install, CLAUDE.md rules, persistent memory.

💡 This is the recommended way to set up image generation in your vibe coding workflow.

Fetch this doc: https://github.com/TruCopilot/image-generator-vibe-coding and install the
image-generator MCP server for me. Use user scope if possible, otherwise project scope.

Install command (pick your provider):
claude mcp add --scope user image-generator \
  -e OPENROUTER_API_KEY=[YourOpenRouterAPIKey] \
  -- npx -y @trucopilot/image-generator-vibe-coding

# OR for Runware:
claude mcp add --scope user image-generator \
  -e RUNWARE_API_KEY=[YourRunwareAPIKey] \
  -- npx -y @trucopilot/image-generator-vibe-coding

Then update my CLAUDE.md (or AGENTS.md) and your memory with these image generation rules:

# Image Generation (MANDATORY for all visual content)

- MCP Server: `image-generator` (via @trucopilot/image-generator-vibe-coding)
- Provider: `[YourProvider]` — `openrouter` · `runware` · `gemini`
- Model: `[YourModelName]`
  - OpenRouter: `google/gemini-2.5-flash-image` (fast) or `google/gemini-3-pro-image-preview` (quality)
  - Runware: `runware:400@6` (default, cheapest) · `runware:101@1` (FLUX, img2img) · any Runware model ID
  - Gemini direct: `gemini-2.5-flash-image` (fast) or `gemini-3-pro-image-preview` (quality)

## Rules
- ALWAYS use the `image-generator` MCP to generate images when working on new designs,
  building UI, or making the site more beautiful — hero sections, banners, cards,
  backgrounds, avatars, and any visual content
- CRITICAL: Always call via sub-agent (Agent tool) — base64 image data will crash
  the main context window if returned directly
- Resolution:
  - Runware: default `1K` (1024px, cheapest). Use `2K` for hero banners. Only use `4K` if I ask.
  - OpenRouter/Gemini: default `2K`
- Style: Ultra-realistic, high detail, professional photography quality — include
  lighting, composition, and mood descriptors in every prompt
- Runware: use `negativePrompt` for quality control (e.g. "blurry, watermark, extra fingers")
- Aspect ratios — choose based on design context:
  - `1:1`  → Avatars, profile pics, square cards, thumbnails
  - `16:9` → Hero banners, page headers, blog covers, landscape backgrounds
  - `9:16` → Mobile splash screens, story formats, vertical banners
  - `3:4` / `4:3` → Product cards, feature sections
  - `2:3` / `3:2` → Portrait/landscape editorial layouts
- Output directory: `./public/images/generated/` (or project-appropriate path)
- After generating, use the saved file path in <img> or CSS background-image
  — never embed base64 in markup

## Sub-Agent Pattern (Required)
Always generate images through a sub-agent like this:
  Agent tool → "Use the image-generator MCP generate_image tool with:
    provider: '[YourProvider]',
    prompt: '<detailed visual description>',
    model: '[YourModelName]',
    aspectRatio: '<pick based on context>',
    imageSize: '<1K for Runware default, 2K for OpenRouter>',
    outputDir: './public/images/generated/'
  Report back ONLY the saved file path, do NOT return image data."

Save this to your persistent memory so every future session uses these rules automatically.

Replace before pasting:

Placeholder	Replace with	Example
`[YourOpenRouterAPIKey]`	Your OpenRouter API key	`sk-or-v1-abc123...`
`[YourRunwareAPIKey]`	Your Runware API key	From runware.ai dashboard
`[YourProvider]`	Provider to use	`runware` · `openrouter` · `gemini`
`[YourModelName]`	Full model ID from your provider	Runware: `runware:400@6` · OpenRouter: `google/gemini-2.5-flash-image`

🔌 Providers

☁️ OpenRouter ^default

300+ models via one API
OpenAI-compatible

OPENROUTER_API_KEY

Get your key →

🟢 Runware

400K+ diffusion models
FLUX · SDXL · SD 1.5 · Civitai

RUNWARE_API_KEY

Get your key →

🔷 Google Gemini

Direct Gemini API access
Native image generation

GEMINI_API_KEY

Get your key →

Provider is auto-detected from available env vars: OpenRouter → Runware → Gemini. Override per-request with provider: "openrouter" · "runware" · "gemini".

🧠 Models

OpenRouter / Gemini

Model	OpenRouter ID	Gemini ID	Best For
⚡ Flash	`google/gemini-2.5-flash-image`	`gemini-2.5-flash-image`	Fast, high-volume generation
💎 Pro	`google/gemini-3-pro-image-preview`	`gemini-3-pro-image-preview`	Maximum quality output

🔍 Browse 300+ image models on OpenRouter →

Runware

Model	ID	Best For
⚡ Default	`runware:400@6`	Text-to-image, cost-efficient (~$0.004/image at 1K)
🎨 FLUX Dev	`runware:101@1`	Image-to-image editing, style transfer
🔧 Custom	Any Runware model ID	e.g. `civitai:101055@128078`, `runware:101@1`

🔍 Browse 400K+ models on Runware → — pass any model ID in the model parameter with provider: "runware".

Note: runware:400@6 is text-to-image only. For edit_image, the server auto-falls back to runware:101@1 (FLUX) when the default model is used.

🛠 Tools

🖼️ `generate_image`

Generate an image from a text prompt.

Parameter	Type	Default	Description
`prompt`	`string`	(required)	Text description of the image
`model`	`string`	`google/gemini-2.5-flash-image`	Model ID — see Models. Runware defaults to `runware:400@6` when a Gemini model name is passed
`aspectRatio`	`enum`	`1:1`	`1:1` · `16:9` · `9:16` · `3:4` · `4:3` · `2:3` · `3:2` · `4:5` · `5:4` · `21:9`
`imageSize`	`enum`	`2K` / `1K`*	`0.5K` · `1K` · `2K` · `4K` — *Runware defaults to `1K`
`outputDir`	`string`	`./generated-images`	Directory to save generated images
`provider`	`enum`	auto-detect	`openrouter` · `runware` · `gemini`
`negativePrompt`	`string`	—	Runware only — what to avoid (e.g. `blurry, watermark, extra fingers`)
`steps`	`number`	`30`	Runware only — denoising steps
`cfgScale`	`number`	—	Runware only — CFG scale for prompt adherence

✏️ `edit_image`

Edit an existing image with text instructions.

Parameter	Type	Default	Description
`prompt`	`string`	(required)	Edit instructions
`imagePath`	`string`	(required)	Path to source image
`model`	`string`	`google/gemini-2.5-flash-image`	Model ID — Runware img2img: use `runware:101@1` or let server auto-fallback from `runware:400@6`
`aspectRatio`	`enum`	(optional)	Output aspect ratio
`imageSize`	`enum`	`1K`*	Runware only — resolution tier
`outputDir`	`string`	`./generated-images`	Directory to save edited images
`provider`	`enum`	auto-detect	`openrouter` · `runware` · `gemini`
`negativePrompt`	`string`	—	Runware only
`steps`	`number`	`30`	Runware only
`cfgScale`	`number`	—	Runware only
`strength`	`number`	`0.85`	Runware only — img2img strength (0 = preserve, 1 = full transform)

📐 Aspect Ratio Guide

OpenRouter / Gemini

Ratio	Resolution (2K)	Best For
`1:1`	1024×1024	Avatars, profile pics, square cards, thumbnails
`16:9`	1344×768	Hero banners, page headers, blog covers, landscape BGs
`9:16`	768×1344	Mobile splash, stories, vertical banners, wallpapers
`3:4` / `4:3`	864×1184	Product cards, feature sections, content blocks
`2:3` / `3:2`	832×1248	Portrait/landscape editorial, magazine layouts
`4:5` / `5:4`	896×1152	Social media posts, Instagram
`21:9`	1536×672	Ultra-wide banners, cinematic headers

Runware

Runware dimensions are computed from aspect ratio + size tier. All values are multiples of 64. Max dimension is 2048 unless 4K is explicitly requested.

Ratio	1K (default)	2K	Best For
`1:1`	1024×1024	2048×2048	Avatars, cards, thumbnails
`16:9`	1024×576	2048×1152	Hero banners, cinematic headers
`9:16`	576×1024	1152×2048	Mobile splash, stories
`3:4` / `4:3`	768×1024 / 1024×768	1536×2048 / 2048×1536	Product cards, features
`21:9`	1024×448	2048×896	Ultra-wide banners

💬 Examples

Once configured, just ask your AI assistant:

"Generate a hero image of a futuristic cityscape at night, neon lights, rain reflections"

"Create a 16:9 banner for my blog post about machine learning"

"Edit this image to add dramatic clouds and golden hour lighting"

"Generate a 1:1 avatar of a friendly robot mascot, 3D rendered, studio lighting"

Runware-specific (mention provider or set RUNWARE_API_KEY as your only key):

"Generate a product photo using Runware — a ceramic coffee mug on marble, studio lighting, provider runware, 1K"

"Create a 16:9 hero banner with Runware at 2K — mountain landscape at golden hour, negative prompt blurry watermark"

"Edit ./public/images/hero.png to watercolor style using Runware"

🔧 Development

git clone https://github.com/TruCopilot/image-generator-vibe-coding.git
cd image-generator-vibe-coding
npm install
cp .env.example .env   # add your API key(s)
npm run build

Test the MCP server locally:

# OpenRouter
OPENROUTER_API_KEY=your-key node dist/index.js

# Runware
RUNWARE_API_KEY=your-key node dist/index.js

Run the Runware integration test suite:

RUNWARE_API_KEY=your-key node scripts/test-runware.mjs

This validates dimension math, text-to-image, negative prompts, image-to-image, and server startup.

Built with ❤️ by TruCopilot

GitHub · npm · OpenRouter · Runware · MIT License

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.github/workflows		.github/workflows
assets		assets
scripts		scripts
src		src
.env.example		.env.example
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
mcp.json.example		mcp.json.example
package-lock.json		package-lock.json
package.json		package.json
tsconfig.json		tsconfig.json

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🎨 Image Generator MCP Server

The missing piece of vibe coding — AI can generate your code, now it generates your images too.

🚀 Why This Exists — The Missing Piece of Vibe Coding

🔌 This MCP server fixes that — permanently.

✨ Before vs. After:

🎯 Every page element, covered:

💡 The bottom line:

⚡ Quick Install

OpenRouter (default)

Runware (diffusion models, cost-efficient)

Gemini (direct API)

🤖 Vibe Coding Prompt — Copy & Paste

🔌 Providers

☁️ OpenRouter ^default

🟢 Runware

🔷 Google Gemini

🧠 Models

OpenRouter / Gemini

Runware

🛠 Tools

🖼️ `generate_image`

✏️ `edit_image`

📐 Aspect Ratio Guide

OpenRouter / Gemini

Runware

💬 Examples

🔧 Development

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Repository files navigation

🎨 Image Generator MCP Server

The missing piece of vibe coding — AI can generate your code, now it generates your images too.

🚀 Why This Exists — The Missing Piece of Vibe Coding

🔌 This MCP server fixes that — permanently.

✨ Before vs. After:

🎯 Every page element, covered:

💡 The bottom line:

⚡ Quick Install

OpenRouter (default)

Runware (diffusion models, cost-efficient)

Gemini (direct API)

🤖 Vibe Coding Prompt — Copy & Paste

🔌 Providers

☁️ OpenRouter default

🟢 Runware

🔷 Google Gemini

🧠 Models

OpenRouter / Gemini

Runware

🛠 Tools

🖼️ generate_image

✏️ edit_image

📐 Aspect Ratio Guide

OpenRouter / Gemini

Runware

💬 Examples

🔧 Development

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☁️ OpenRouter ^default

🖼️ `generate_image`

✏️ `edit_image`

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