Pixel3dmm [Image Mode]

by alexnasaco.huggingface.alexnasa/pixel3dmm

Versatile Single-Image 3D Face Reconstruction

  • Remote endpoint
  • 3 tools
  • CC-BY-NC-4.0

Uptime

Checked  · every day

100%from 4 days of checks

Up without downtime on 4 of 4 days with data.

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

Response time

Median 1039 ms, slowest 5% 1270 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 100%
  • Listed its tools 100%

3 tools at the last answer.

Every day
DayResultChecksMedian
3 Nov (today)No downtime1908 ms
2 NovNo downtime1of 11191 ms
1 NovNo downtime1of 11191 ms
31 OctNo downtime11116 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 ~/.gemini/settings.json:

{
  "mcpServers": {
    "pixel3dmm": {
      "url": "https://alexnasa-pixel3dmm.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 Pixel3dmm [Image Mode] (`co.huggingface.alexnasa/pixel3dmm`)

Its page: https://plug.directory/servers/co.huggingface.alexnasa/pixel3dmm

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://alexnasa-pixel3dmm.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse pixel3dmm https://alexnasa-pixel3dmm.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": {
    "pixel3dmm": {
      "url": "https://alexnasa-pixel3dmm.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "pixel3dmm": {
      "type": "sse",
      "url": "https://alexnasa-pixel3dmm.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": {
    "pixel3dmm": {
      "type": "sse",
      "url": "https://alexnasa-pixel3dmm.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "pixel3dmm"
    type: sse
    url: "https://alexnasa-pixel3dmm.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": {
    "pixel3dmm": {
      "url": "https://alexnasa-pixel3dmm.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 3

  • pixel3dmm_generate_results_and_mesh Process an input image through a 3D reconstruction pipeline and return the intermediate outputs and mesh file. This function is triggered when the user clicks the "Reconstruct Face" button or selects an example. It runs a multi‐step workflow to go from a raw input image to a reconstructed 3D mesh: 1. **Preprocessing**: crops and masks the image for object isolation. 2. **Normals Estimation**: computes surface normal maps. 3. **UV Mapping**: generates UV coordinate maps for texturing. 4. **Tracking**: performs final alignment/tracking to prepare for mesh export. 5. **Mesh Discovery**: locates the resulting `.ply` file in the tracking output directory. Returns: , final_status (str): Newline‐separated status messages from each pipeline step., crop_img (Image or None): Cropped and preprocessed image., normals_img (Image or None): Estimated surface normals visualization., uv_img (Image or None): UV‐map visualization., track_img (Image or None): Tracking/registration result., mesh_file (str
  • pixel3dmm_reset_all Reset all UI components to their initial state when a new image is uploaded. This function is triggered when the user uploads a new image to clear all previous results and prepare the interface for a new reconstruction session. Returns: A tuple containing None values for all image components and reset UI states
  • pixel3dmm_start_session Initialize a new user session and return the session identifier. This function is triggered when the Gradio demo loads and creates a unique session hash that will be used to organize outputs and temporary files for this specific user session. Returns: Unique session hash identifier

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