z-image-studio vs everything

Side-by-side comparison to help you pick between these two MCP servers.

	z-image-studio by iconben	everything by modelcontextprotocol
Stars	★ 115	★ 85,748
30d uses	—	—
Score	49	77
Official	—	✓
Categories	AI / LLM ToolsDeveloper ToolsMedia	Developer ToolsAI / LLM ToolsOther
Language	Python	TypeScript
Last commit	this month	this month

z-image-studio · Summary

A comprehensive MCP server for Z-Image-Turbo text-to-image generation with CLI, Web UI, and multiple GPU optimizations.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

z-image-studio · Use cases

AI agents needing to generate images from text descriptions
Automated content creation workflows requiring visual assets
Local development environments with image generation capabilities

everything · Use cases

Testing MCP client implementations against all protocol features
Learning MCP protocol capabilities through a reference server
Validating client compatibility with different transport methods

z-image-studio · Install

Installation

**Using uv (recommended):**

uv tool install git+https://github.com/iconben/z-image-studio.git

**Using pip:**

pip install z-image-studio

**Global CLI Installation:**

uv tool install z-image-studio
# Update:
uv tool upgrade z-image-studio

**MCP Server Configuration:** After installation, the MCP server can be accessed via:

stdio: zimg mcp or zimg-mcp
SSE: /mcp-sse
Streamable HTTP: /mcp

For Claude Desktop, add to config.json:

{
  "mcpServers": {
    "z-image-studio": {
      "command": "zimg",
      "args": ["mcp"]
    }
  }
}

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything

Comparison generated from public README + GitHub signals. Last updated automatically.