Voxtral_
1 MCP server offers this tool
What it usually takes
audio_path– in 1 of 1max_tokens– in 1 of 1model_name– 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? |
|---|---|---|
Voxtral co.huggingface.tobdeber/voxtral 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 | audio_path,max_tokens,model_name | Not stated |