visual_product_matching_inspect_pair – 1 MCP server offers this tool
What it usually takes
candidate– in 1 of 1color_weight– in 1 of 1draw_count– in 1 of 1feature_weight– in 1 of 1hash_weight– in 1 of 1lowe_ratio– in 1 of 1match_threshold– in 1 of 1reference– in 1 of 1ssim_weight– 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? |
|---|---|---|
Visual Product Matching co.huggingface.ypeng12/visual-product-matching Compare two product photos using perceptual hashes, SIFT/FLANN, SSIM, and CIELAB. Returns the measured similarity, signal breakdown, keypoint correspondences, structural similarity colormap, explanatory notes, JSON diagnostics, JSON download, and a five-axis radar chart of the actual pHash, dHash, SIFT, SSIM, and color scores. Weights are normalized to sum to one. The threshold is a user-defined review rule. 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 | candidate,color_weight,draw_count,feature_weight,hash_weight,lowe_ratio,match_threshold,reference,ssim_weight | Not stated |