Z Image Turbo

by adambenkahlaco.huggingface.adambenkahla/z-image-png

How the score works

  • Remote endpoint
  • 1 tool
  • APACHE-2.0

Uptime

Checked  · every day

99.7%from 10 days of checks

Up without downtime on 9 of 10 days with data; down 40 minutes in all, on 5 November.

  • No downtime
  • Degraded
  • Down over 5 minutes
  • No data
  • Not checked yet

Response time

Median 1171 ms, slowest 5% 1335 ms for the handshake and the tool list, over 30 days.

1500 ms750 ms0

How far each check got

  • Reached the address 94.7%
  • Completed the handshake 57.8%
  • Listed its tools 57.8%

1 tool at the last answer.

Every day
DayResultChecksMedian
9 Nov (today)No downtime1983 ms
8 NovNo downtime1of 11041 ms
7 NovNo downtime1of 11248 ms
6 NovNo downtime1of 11216 ms
5 NovDown 40 minutes9of 11278 ms
4 NovNo downtime1of 11101 ms
3 NovNo downtime1of 11035 ms
2 NovNo downtime1of 11211 ms
1 NovNo downtime1of 11229 ms
31 OctNo downtime21041 ms

A failure counts as down time only when a second check five minutes later fails too. How we check

Connect to the publisher's own endpoint

Run in a terminal:

claude mcp add --transport sse z-image-png https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse
For agents: the install prompt

Every step above as one Markdown text, for an assistant installing it for you.

# Install the MCP server Z Image Turbo (`co.huggingface.adambenkahla/z-image-png`)

Its page: https://plug.directory/servers/co.huggingface.adambenkahla/z-image-png

It runs on the publisher's servers; the client connects to its URL.

Use the section for the person's client.

## Claude Desktop

Paste into Settings › Connectors › Add custom connector:

```text
https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse z-image-png https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse
```

## Cursor, Devin Desktop, LM Studio, Gemini CLI, oterm, ECA

Merge into the place for the person's client:

- Cursor: ~/.cursor/mcp.json
- Devin Desktop: ~/.config/devin/mcp_config.json
- LM Studio: mcp.json (Program › Install › Edit mcp.json)
- Gemini CLI: ~/.gemini/settings.json
- oterm: config.json in oterm's data folder (~/Library/Application Support/oterm on macOS, ~/.local/share/oterm on Linux, %APPDATA%\oterm on Windows)
- ECA: ~/.config/eca/config.json (global) or .eca/config.json in the project

```json
{
  "mcpServers": {
    "z-image-png": {
      "url": "https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "z-image-png": {
      "type": "sse",
      "url": "https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Zed

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Cline, AnythingLLM, Augment Code

Merge into the place for the person's client:

- Cline: cline_mcp_settings.json (MCP Servers › Configure › Configure MCP Servers)
- AnythingLLM: anythingllm_mcp_servers.json in the AnythingLLM storage plugins directory
- Augment Code: Augment Settings Panel – MCP section – Import from JSON (VS Code extension)

```json
{
  "mcpServers": {
    "z-image-png": {
      "type": "sse",
      "url": "https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "z-image-png"
    type: sse
    url: "https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse"
```

## Goose

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Codex

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## mcp-client-cli, TUUI, BoltAI, Bob Shell, Kiro, Kiro CLI

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Agenvoy

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Amp

Merge into ~/.config/amp/settings.json (user) or .amp/settings.json (workspace):

```json
{
  "amp.mcpServers": {
    "z-image-png": {
      "url": "https://adambenkahla-z-image-png.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

Then restart the client, or reload its MCP servers, and ask it to list the server's tools to confirm it started.

Tools 1

  • z_image_png_generate Generate an image using the Z-Image model based on the provided prompt and settings. This function is triggered when the user clicks the "Generate" button. It processes the input prompt (optionally enhancing it), configures generation parameters, and produces an image using the Z-Image diffusion transformer pipeline. Returns: tuple: (gallery_images, seed_str, seed_int), - seed_str: String representation of the seed used for generation, - seed_int: Integer representation of the seed used for generation

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