retail_shelf_intelligence_run_shelf_analysis_1 – 1 MCP server offers this tool

What it usually takes

  • engine_choice – in 1 of 1
  • image_input – in 1 of 1
  • planogram_id – in 1 of 1
  • preset_choice – in 1 of 1
  • show_facings – in 1 of 1
  • show_rows – in 1 of 1
  • show_tags – in 1 of 1
  • show_voids – 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

ServerInputsRead-only?
Retail Shelf Intelligence co.huggingface.kprsnt/retail-shelf-intelligence Run shelf computer vision (OpenAI gpt-5.4-mini or Edge CV) and generate Deepwork Labs analytics. 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 toolengine_choice,image_input,planogram_id,preset_choice,show_facings,show_rows,show_tags,show_voidsNot stated