Trendyol-Vision-Master

by hugging-appsco.huggingface.hugging-apps/trendyol-vision-master

E-commerce catalog VLM for Turkish product listings

  • Remote endpoint
  • 8 tools
  • CC-BY-4.0

Uptime

Checked  · every day

99.32%from 4 days of checks

Up without downtime on 3 of 4 days with data; down 35 minutes in all, on 2 November.

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

Response time

Median 1193 ms, slowest 5% 1245 ms for the handshake and the tool list, over 30 days.

1500 ms750 ms0

How far each check got

  • Reached the address 91.6%
  • Completed the handshake 41.6%
  • Listed its tools 41.6%

8 tools at the last answer.

Every day
DayResultChecksMedian
3 Nov (today)No downtime11193 ms
2 NovDown 35 minutes8of 11204 ms
1 NovNo downtime1of 11112 ms
31 OctNo downtime21055 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 cline_mcp_settings.json (MCP Servers › Configure › Configure MCP Servers):

{
  "mcpServers": {
    "trendyol-vision-master": {
      "type": "sse",
      "url": "https://hugging-apps-trendyol-vision-master.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 Trendyol-Vision-Master (`co.huggingface.hugging-apps/trendyol-vision-master`)

Its page: https://plug.directory/servers/co.huggingface.hugging-apps/trendyol-vision-master

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-trendyol-vision-master.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse trendyol-vision-master https://hugging-apps-trendyol-vision-master.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": {
    "trendyol-vision-master": {
      "url": "https://hugging-apps-trendyol-vision-master.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "trendyol-vision-master": {
      "type": "sse",
      "url": "https://hugging-apps-trendyol-vision-master.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": {
    "trendyol-vision-master": {
      "type": "sse",
      "url": "https://hugging-apps-trendyol-vision-master.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "trendyol-vision-master"
    type: sse
    url: "https://hugging-apps-trendyol-vision-master.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": {
    "trendyol-vision-master": {
      "url": "https://hugging-apps-trendyol-vision-master.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 8

  • trendyol_vision_master_classify_safety Classify a listing for catalog content safety: 0 Forbidden, 1 Fantasy (+18), 2 Safe. 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
  • trendyol_vision_master_compare_products Decide whether two catalog listings describe the same product (same SKU). 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
  • trendyol_vision_master_detect_brand Read the product brand off one or two product photos, or answer Unknown. 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
  • trendyol_vision_master_detect_category Pick the best matching catalog category for a product from its image and title. 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
  • trendyol_vision_master_extract_attributes Extract the requested product attributes from a listing as a JSON object. 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
  • trendyol_vision_master_extract_quantity Extract the total pack quantity and unit of a listing as JSON. 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
  • trendyol_vision_master_generate_title Rewrite a listing title into a clean, moderation-compliant catalog title. 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
  • trendyol_vision_master_product_caption Describe a product in English, grounded only in the image and the given metadata. 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

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