jev_27b_vl_escalate

1 MCP server offers this tool

What it usually takes

  • always_system2 – in 1 of 1
  • images – in 1 of 1
  • max_new_tokens – in 1 of 1
  • options_text – in 1 of 1
  • question – in 1 of 1
  • state_text – in 1 of 1
  • thinking – in 1 of 1
  • threshold – 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?
JEV-27B-VL — typed decisions over text and images co.huggingface.hugging-apps/jev-27b-vl Confidence-gated escalation: System 1 answers in one pass; System 2 reasons when unsure. 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: (System 1 HTML, status, System 2 answer, reasoning trace, raw JSON)always_system2,images,max_new_tokens,options_text,question,state_text,thinking,thresholdNot stated