Grok图像生成与编辑MCP服务

为 xAI Grok Imagine Image API 提供图像生成与编辑能力的 MCP 服务器,支持通过文本提示生成新图像、编辑现有图像及批量处理,适用于开发者将图像能力集成到 AI 工作流中。

  • by ex-takashima
  • TypeScript
  • 本地部署
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在 GitHub 查看 ex-takashima/grok-imagine-image-mcp-server

使用说明

Grok Imagine Image MCP Server

日本語版 README はこちら

MCP (Model Context Protocol) server for xAI's Grok Imagine Image API. Supports image generation from text prompts and editing existing images.

Quick Start with npx

# Set your API key
export XAI_API_KEY="xai-your-api-key"

# Run the server
npx grok-imagine-image-mcp-server

Features

  • Image Generation: Generate new images from text prompts
  • Image Editing: Edit existing images with prompts (grok-imagine-image only)
  • Batch Processing: Process multiple images via CLI
  • Various aspect ratios (1:1, 4:3, 16:9, and more)
  • Resolution: 1k (standard)
  • Generate multiple images at once (up to 10)
  • Optional thumbnail preview in MCP responses

Supported Models

Model Price (1k) Price (2k) Image Editing Notes
grok-imagine-image $0.02/image $0.02/image ✅ (+$0.002/input image) Default — cheapest
grok-imagine-image-pro $0.05/image $0.07/image ✅ (+$0.01/input image) Alias of grok-imagine-image-quality
grok-imagine-image-2.0 $0.04 (low) / $0.06 (medium) $0.06 (low) / $0.08 (medium) ✅ (+$0.01/input image) Latest — supports quality

quality (low / medium, default medium) is accepted only by grok-imagine-image-2.0. Pricing per xAI model docs.

Requirements

  • Node.js 22.23.4 or higher (use a patched release: 22.23.4+, 24.22.1+, or 26.12.1+)
  • xAI API key (get from console.x.ai)

Installation

Option 1: npx (Recommended)

npx grok-imagine-image-mcp-server

Option 2: Global Install

npm install -g grok-imagine-image-mcp-server
grok-imagine-image-mcp-server

Configuration

Environment Variables

Variable Required Description
XAI_API_KEY Yes Your xAI API key
DEBUG No Set to true for debug logging
OUTPUT_DIR No Default output directory for images
XAI_IMAGE_THUMBNAIL No Set to true to include thumbnails

Claude Desktop Configuration

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "grok-imagine-image": {
      "command": "npx",
      "args": ["-y", "grok-imagine-image-mcp-server"],
      "env": {
        "XAI_API_KEY": "xai-your-api-key-here"
      }
    }
  }
}

Tools

generate_image

Generate images from text prompts.

Parameter Type Required Description
prompt string Yes Text description of the image to generate
output_path string No Output file path (default: generated_image.jpg)
model string No Model to use (default: grok-imagine-image)
n number No Number of images (1-10, default: 1)
aspect_ratio string No Aspect ratio (default: 1:1)
resolution string No Resolution (default: 1k)
quality string No low or medium (default: medium). grok-imagine-image-2.0 only
return_base64 boolean No Return base64 data (default: false)
include_thumbnail boolean No Include thumbnail (default: false)

edit_image

Edit existing images.

Parameter Type Required Description
prompt string Yes Description of desired edits
image_path string No* Path to source image file
image_base64 string No* Base64 encoded source image
image_url string No* URL of source image
output_path string No Output file path (default: edited_image.jpg)
model string No Model to use (default: grok-imagine-image)
n number No Number of images (1-10, default: 1)
resolution string No Resolution (default: 1k). Aspect ratio is auto-detected from input image.
quality string No low or medium (default: medium). grok-imagine-image-2.0 only

*One of image_path, image_base64, or image_url is required

Note: The edit_image tool uses the source image as a reference and regenerates the entire image. It maintains the overall composition and style but is not pixel-level inpainting. Best suited for style transformations, subject replacements, and scene modifications.

Batch Processing CLI

Process multiple images at once using the batch CLI:

# Run batch with config file
npx grok-imagine-image-batch batch.json

# Estimate cost only
npx grok-imagine-image-batch batch.json --estimate-only

# Custom output directory
npx grok-imagine-image-batch batch.json --output-dir ./images --format json

CLI Options

Option Description Default
--output-dir <path> Override output directory From config
--format <text|json> Output format text
--timeout <ms> Timeout in milliseconds 600000
--max-concurrent <n> Max concurrent jobs (1-10) 2
--estimate-only Estimate cost without executing -
--allow-any-path Allow any output path (CI/CD) -

Batch Configuration File

{
  "jobs": [
    {
      "prompt": "A beautiful sunset over mountains",
      "output_path": "sunset.jpg",
      "aspect_ratio": "16:9"
    },
    {
      "prompt": "Change to nighttime scene",
      "image_path": "input.jpg",
      "output_path": "edited.jpg"
    }
  ],
  "output_dir": "./output",
  "max_concurrent": 3,
  "default_model": "grok-imagine-image",
  "retry_policy": {
    "max_retries": 2,
    "retry_delay_ms": 1000
  }
}

See examples/ directory for more configuration examples.

Supported Aspect Ratios

Aspect Ratio Use Case
1:1 Square, social media profiles (default)
3:4 / 4:3 Standard portrait/landscape
9:16 / 16:9 Smartphone / widescreen

Supported Resolutions

Resolution Description
1k Standard resolution (1024x1024, default)

Usage Examples

# Image generation
Generate an image of a sunset over mountains with aspect ratio 16:9

# Image editing
Change the background of this image to space

API Reference

Function Endpoint
Image Generation https://api.x.ai/v1/images/generations
Image Editing https://api.x.ai/v1/images/edits

Development

git clone https://github.com/ex-takashima/grok-imagine-image-mcp-server.git
cd grok-imagine-image-mcp-server
npm install
npm run build
npm start

License

MIT

Author

Junji Takashima takajyun00@gmail.com