FLUX.1-dev CMO Compositional

by hugging-appsco.huggingface.hugging-apps/flux-cmo-compositional

How the score works

FLUX.1-dev fine-tuned with CMO for compositional generation

  • Remote endpoint
  • 1 tool

Uptime

Checked  · every day

99.5%from 8 days of checks

Up without downtime on 6 of 8 days with data; down 50 minutes in all, the longest 25 minutes on 31 October.

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

Response time

Median 1125 ms, slowest 5% 1321 ms for the handshake and the tool list, over 30 days.

1500 ms750 ms0

How far each check got

  • Reached the address 88.8%
  • Completed the handshake 44.4%
  • Listed its tools 44.4%

1 tool at the last answer.

Every day
DayResultChecksMedian
6 Nov (today)No downtime11115 ms
5 NovNo downtime1of 11176 ms
4 NovDown 25 minutes6of 11245 ms
3 NovNo downtime1of 11188 ms
2 NovNo downtime1of 11155 ms
1 NovNo downtime1of 11126 ms
31 OctDown 25 minutes6of 11256 ms
30 OctNo downtime11189 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

Add to Augment Settings Panel – MCP section – Import from JSON (VS Code extension):

{
  "mcpServers": {
    "flux-cmo-compositional": {
      "type": "sse",
      "url": "https://hugging-apps-flux-cmo-compositional.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.1-dev CMO Compositional (`co.huggingface.hugging-apps/flux-cmo-compositional`)

Its page: https://plug.directory/servers/co.huggingface.hugging-apps/flux-cmo-compositional

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://hugging-apps-flux-cmo-compositional.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse flux-cmo-compositional https://hugging-apps-flux-cmo-compositional.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": {
    "flux-cmo-compositional": {
      "url": "https://hugging-apps-flux-cmo-compositional.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "flux-cmo-compositional": {
      "type": "sse",
      "url": "https://hugging-apps-flux-cmo-compositional.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": {
    "flux-cmo-compositional": {
      "type": "sse",
      "url": "https://hugging-apps-flux-cmo-compositional.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "flux-cmo-compositional"
    type: sse
    url: "https://hugging-apps-flux-cmo-compositional.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": {
    "flux-cmo-compositional": {
      "url": "https://hugging-apps-flux-cmo-compositional.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

  • flux_cmo_compositional_generate Generate an image from a text prompt using FLUX.1-dev fine-tuned with CMO. CMO (Correlation-Weighted Multi-Reward Optimization) improves compositional text-to-image generation by adaptively weighting conflicting concept rewards (object existence, attributes, numeracy, size, spatial relations).

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