Imag8 Studio MCP Server

Style-locking AI image generation for your AI agents. Define one master style, generate unlimited matching images, and let Claude, Cursor, ChatGPT or your own agents do the rest.

What is Imag8?

Imag8 is a style-locking image generation engine. You define a master style once (lighting, mood, composition, colour), then generate unlimited images with different subjects but the same visual identity. No more collections that look like ten different artists made them.

This repo documents the hosted MCP server and REST API so any AI agent can generate on-brand images.

Related MCP server: @vectosolve/mcp

Quick Start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "imag8": {
      "type": "http",
      "url": "https://imag8.art/api/v1/mcp",
      "headers": {
        "Authorization": "Bearer imag8_sk_YOUR_KEY"
      }
    }
  }
}

Cursor

Settings → MCP → Add new MCP server:

• Type: HTTP/SSE

• URL: https://imag8.art/api/v1/mcp

• Headers: Authorization: Bearer imag8_sk_YOUR_KEY

ChatGPT / Custom Agents

Point any MCP client at https://imag8.art/api/v1/mcp (JSON-RPC 2.0) with the same bearer header. OpenAPI spec in openapi.json.

Get an API key

Sign up at imag8.art, open the Account deck, and generate a key. Creator and Pro plans include API and MCP access. Free tier: 10 credits/month.

Tools

REST API

POST /api/v1/generate
Authorization: Bearer imag8_sk_...

{
  "subject": "ceramic teapot",
  "stylePrompt": "pure white catalog, seamless studio lighting",
  "aspectRatio": "1:1",
  "resolution": "1024px"
}

Also available: POST /api/v1/suggest-variations, GET /api/v1/account.

Why style locking?

Single-image generation is easy with any AI tool. Making a collection that matches stylistically is the hard part. Imag8 locks lighting, lens, texture and mood while varying only the subject, so every image looks art-directed by the same person.

Use cases: e-commerce product photography, print-on-demand merch lines, brand assets, web hero imagery, social media content.

Links

• Website: imag8.art

• Pricing: imag8.art/#pricing

• API spec: openapi.json

Licensed for use with Imag8 Studio accounts. See imag8.art for terms.