Yolo11

by atuallico.huggingface.atualli/yolo11-origem

How the score works

Detect, segment, classify objects in images and videos

  • Remote endpoint
  • 2 tools

Uptime

Checked  · every day

99.69%from 10 days of checks

Up without downtime on 8 of 10 days with data; down 40 minutes in all, the longest 20 minutes on 31 October.

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

Response time

Median 1152 ms, slowest 5% 1248 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 55.5%
  • Listed its tools 55.5%

2 tools at the last answer.

Every day
DayResultChecksMedian
9 Nov (today)No downtime11202 ms
8 NovNo downtime1of 11015 ms
7 NovNo downtime1of 11248 ms
6 NovNo downtime1of 11149 ms
5 NovNo downtime1of 11222 ms
4 NovNo downtime1of 11040 ms
3 NovDown 20 minutes5of 11042 ms
2 NovNo downtime1of 11039 ms
1 NovNo downtime1of 1903 ms
31 OctDown 20 minutes51229 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 yolo11-origem https://atualli-yolo11-origem.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 Yolo11 (`co.huggingface.atualli/yolo11-origem`)

Its page: https://plug.directory/servers/co.huggingface.atualli/yolo11-origem

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://atualli-yolo11-origem.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse yolo11-origem https://atualli-yolo11-origem.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": {
    "yolo11-origem": {
      "url": "https://atualli-yolo11-origem.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "yolo11-origem": {
      "type": "sse",
      "url": "https://atualli-yolo11-origem.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": {
    "yolo11-origem": {
      "type": "sse",
      "url": "https://atualli-yolo11-origem.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "yolo11-origem"
    type: sse
    url: "https://atualli-yolo11-origem.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": {
    "yolo11-origem": {
      "url": "https://atualli-yolo11-origem.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 2

  • Yolo11_origem_update_visibility Adjusts the visibility of Gradio components based on the selected input type. This function dynamically shows or hides the image and video input/output components in the Gradio interface to ensure only relevant fields are visible. Returns: tuple: A tuple of `gr.update` objects for the visibility of:, (image input, video input, image output, video output).
  • Yolo11_origem_yolo_inference Performs object detection, instance segmentation, pose estimation, oriented object detection, or classification using a YOLOv11 model on either an image or a video. This function loads the specified YOLOv11 model and applies it to the provided input. For images, it returns an annotated image. For videos, it processes each frame and returns an annotated video. It includes error handling for missing inputs, returning blank outputs with informative messages. 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: A tuple containing two elements:, - PIL.Image.Image or None: The annotated image if `input_type` was "Image",, otherwise None., - str or None: The path to the annotated video file if `input_type` was "Video",, otherwise None.

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