v_retrver_demo_rank_candidates – 1 MCP server offers this tool
What it usually takes
candidate_captions– in 1 of 1candidate_files– in 1 of 1image_tokens– in 1 of 1max_new_tokens– in 1 of 1max_tool_calls– in 1 of 1query_image– in 1 of 1query_text– 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? |
|---|---|---|
V-Retrver co.huggingface.v-retrver/v-retrver-demo Rank candidate images against a multimodal query with V-Retrver. The model reasons in `<think>` blocks, may call the `crop_image` / `select_images` visual tools to gather evidence, and finally emits a ranked candidate list. 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_captions,candidate_files,image_tokens,max_new_tokens,max_tool_calls,query_image,query_text | Not stated |