mnistvit_predict_file – 1 MCP server offers this tool
What it usually takes
image_file– in 1 of 1return_probs– 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? |
|---|---|---|
mnistvit MNIST Vision Transformer co.huggingface.asnelt/mnistvit Read in an image file and predict its digit. Uses mnistvit, a vision transformer (ViT) trained on MNIST with 99.65% test accuracy to classify the given image. 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: int or dict: Predicted digit class label or dict of digit class probabilities. | image_file,return_probs | Not stated |