Image Generation MCP Server

Image Generation MCP Server

Provides multi-provider image generation with automatic fallback across services like Pollinations.ai, Cloudflare, and Hugging Face. It features specialized pixel art generation, cost tracking, and automatic saving of generated visual assets to disk.

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Image Generation MCP Server

Multi-provider image generation for AGI visual communication.

Features

  • Multi-Provider Support: Automatic fallback across 5 providers
  • FREE Default: Pollinations.ai requires no API key
  • Pixel Art Mode: Specialized generation for sprites and game assets
  • Auto-Save: Generated images automatically saved to disk
  • Cost Tracking: Monitor usage and costs per provider

Providers

Provider Cost API Key Best For
Pollinations.ai FREE None Default, general use
Cloudflare Workers AI 10K neurons/day FREE Required Fast, production
Together AI ~$0.003/image Required Bulk generation
Hugging Face Free tier Required Model variety
Replicate 50/mo free Required High quality

Installation

cd /mnt/agentic-system/mcp-servers/image-gen-mcp
pip install -e .

Configuration

Add to ~/.claude.json:

{
  "mcpServers": {
    "image-gen": {
      "command": "python",
      "args": ["-m", "image_gen_mcp.server"],
      "env": {
        "CLOUDFLARE_API_TOKEN": "your-token",
        "CLOUDFLARE_ACCOUNT_ID": "your-account-id",
        "HUGGINGFACE_API_TOKEN": "your-hf-token",
        "TOGETHER_API_KEY": "your-together-key",
        "REPLICATE_API_TOKEN": "your-replicate-token",
        "IMAGE_GEN_OUTPUT_DIR": "/mnt/agentic-system/generated-images"
      }
    }
  }
}

Environment Variables

Variable Required Description
IMAGE_GEN_OUTPUT_DIR No Where to save images (default: /mnt/agentic-system/generated-images)
CLOUDFLARE_API_TOKEN For CF Cloudflare API token
CLOUDFLARE_ACCOUNT_ID For CF Cloudflare account ID
HUGGINGFACE_API_TOKEN For HF Hugging Face token
TOGETHER_API_KEY For Together Together AI key
REPLICATE_API_TOKEN For Replicate Replicate token

MCP Tools

generate_image

Generate an image from a text prompt.

{
  "prompt": "A corgi wearing a space helmet, pixel art style",
  "width": 1024,
  "height": 1024,
  "provider": "pollinations",
  "model": "flux",
  "seed": 42,
  "save_to_file": true
}

generate_pixel_art

Specialized pixel art generation.

{
  "prompt": "cute corgi sprite, side view",
  "style": "nes",
  "size": 64,
  "colors": 16
}

Styles: nes, snes, gameboy, modern, isometric

list_providers

List all providers with status.

list_models

List models for a provider.

{
  "provider": "huggingface"
}

get_provider_status

Health check for a provider.

save_image

Save base64 image to file.

Models by Provider

Pollinations.ai

  • flux (default) - High quality
  • flux-realism - Photorealistic
  • flux-anime - Anime style
  • flux-3d - 3D renders
  • turbo - Fast generation

Cloudflare Workers AI

  • sdxl - Stable Diffusion XL
  • sdxl-lightning - Fast 4-step SDXL
  • flux-schnell - Fast Flux
  • dreamshaper - Photorealistic

Hugging Face

  • sdxl - Stable Diffusion XL
  • sdxl-turbo - Fast SDXL
  • flux-dev - Flux development
  • flux-schnell - Fast Flux
  • playground-v2.5 - Aesthetic
  • realvisxl - Photorealistic
  • pixel-art - Pixel art specialized

Together AI

  • flux-schnell - FREE tier available
  • flux-dev - Higher quality
  • flux-pro - Best quality
  • sd3 - Stable Diffusion 3

Replicate

  • flux-schnell - Fast Flux
  • flux-dev - Higher quality
  • flux-pro - Best quality
  • sdxl - Stable Diffusion XL
  • playground-v2.5 - Aesthetic

Usage Examples

Basic Image Generation

Generate an image of a mountain landscape at sunset

Pixel Art for Sprites

Generate pixel art of a corgi walking animation, NES style, 64x64

With Specific Provider

Generate a photorealistic portrait using Cloudflare's SDXL model

Output

Images are saved to IMAGE_GEN_OUTPUT_DIR with format:

{timestamp}_{prompt_snippet}_{provider}.png

Example: 20241128_143022_mountain_landscape_pollinations.png

Error Handling

The server automatically falls back through providers if one fails:

  1. Try requested provider (or Pollinations)
  2. If failed, try Cloudflare
  3. If failed, try Together AI
  4. If failed, try Hugging Face
  5. If failed, try Replicate
  6. Return error with all attempted providers

Future Enhancements

  • [ ] Local GPU support (Flux/ComfyUI) when 12GB GPU available
  • [ ] Image-to-image generation
  • [ ] Inpainting and outpainting
  • [ ] Upscaling
  • [ ] Style transfer
  • [ ] Animation generation

License

MIT

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