FLUX 3 Klein 4-step LoRA

by muinezco.huggingface.muinez/flux3-klein-4step-demo

How the score works

FLUX.3 Klein base + 4-step distill LoRA

  • Remote endpoint
  • 4 tools

Uptime

Checked  · every day

13.75%from 10 days of checks

Up without downtime on 1 of 9 days with data; down 10688 minutes in all, the longest 1440 minutes on 2 November.

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

Response time

Median 1142 ms, slowest 5% 1266 ms for the handshake and the tool list, over 30 days.

1500 ms750 ms0

How far each check got

  • Reached the address 100%
  • Completed the handshake 9.0%
  • Listed its tools 9.0%

4 tools at the last answer.

Every day
DayResultChecksMedian
9 Nov (today)No verdict yet0–
8 NovDown 1440 minutes1of 1–
7 NovDown 1440 minutes1of 1–
6 NovDown 1440 minutes1of 1–
5 NovDown 1440 minutes1of 1–
4 NovDown 1440 minutes1of 1–
3 NovDown 1440 minutes1of 1–
2 NovDown 1440 minutes1of 1–
1 NovDown 608 minutes13of 1–
31 OctNo downtime21196 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 flux3-klein-4step-demo https://muinez-flux3-klein-4step-demo.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 FLUX 3 Klein 4-step LoRA (`co.huggingface.muinez/flux3-klein-4step-demo`)

Its page: https://plug.directory/servers/co.huggingface.muinez/flux3-klein-4step-demo

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://muinez-flux3-klein-4step-demo.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse flux3-klein-4step-demo https://muinez-flux3-klein-4step-demo.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": {
    "flux3-klein-4step-demo": {
      "url": "https://muinez-flux3-klein-4step-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "flux3-klein-4step-demo": {
      "type": "sse",
      "url": "https://muinez-flux3-klein-4step-demo.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": {
    "flux3-klein-4step-demo": {
      "type": "sse",
      "url": "https://muinez-flux3-klein-4step-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "flux3-klein-4step-demo"
    type: sse
    url: "https://muinez-flux3-klein-4step-demo.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": {
    "flux3-klein-4step-demo": {
      "url": "https://muinez-flux3-klein-4step-demo.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 4

  • flux3_klein_4step_demo__check_login_status
  • flux3_klein_4step_demo__load_initial
  • flux3_klein_4step_demo_endpoint
  • flux3_klein_4step_demo_infer Generate or edit images with FLUX 3 Image Klein, the 5.6B open weights image model from Black Forest Labs. Text-to-image, editing with up to 10 reference images, and layout control with bounding boxes, through one model. Use the 4-step LoRA mode for 4-step generation without guidance, or base mode for 50-step generation with classifier-free guidance. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: tuple: the generated PIL Image, the seed used, and the prompt the model saw.

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