Imag8 Studio — style-locking AI image generation for agents.

Imag8 Studio — style-locking AI image generation for agents.

Define one master style once (lighting, mood, composition, colour) and generate unlimited matching images with different subjects. Hosted remote MCP at https://imag8.art/api/v1/mcp with tools imag8_generate_image, imag8_suggest_variations, imag8_get_account_status. Works with Claude, Cursor, ChatGPT and custom agents. Free tier: 10 credits/month.

Category
Visit Server

README

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.

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

Tool Description
imag8_generate_image Generate an image in a locked style. Params: subject, stylePrompt, aspectRatio (1:1, 4:3, 16:9, 9:16), resolution (512, 1024, 2048, 4096), useHighQuality
imag8_suggest_variations Suggest subject variations that fit the current master style
imag8_get_account_status Check credits and account status

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

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

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured