perceive_to_reason_perceive_to_reason – 1 MCP server offers this tool
What it usually takes
image– in 1 of 1question– 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? |
|---|---|---|
Perceive-to-Reason co.huggingface.hongxingli/perceive-to-reason Run the two-stage P2R pipeline: perceive visual evidence, then reason over it. 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 of (annotated_image, perceive_output, reasoning_output). | image,question | Not stated |