winardet_
1 MCP server offers this tool
What it usually takes
categories– in 1 of 1image– in 1 of 1max_new_tokens– in 1 of 1repetition_penalty– in 1 of 1show_labels– in 1 of 1temperature– in 1 of 1variant– in 1 of 1
No server marks it as only reading: treat it as able to change data.
From each publisher's own tool list. We never call a tool.
Servers
| Server | Inputs | Read-only? |
|---|---|---|
WinARDet co.huggingface.hugging-apps/winardet Detect all instances of the given categories in the image. Runs WinAR compressed-window auto-regressive generation: the answer is decoded one token at a time, and every completed window of ``max_tokens_per_segment`` tokens is compressed into memory tokens appended to the KV cache. 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: (annotated_image, summary_markdown) tuple. | categories,image,max_new_tokens,repetition_penalty,show_labels,temperature,variant | Not stated |