mizan_v3_3b_decide – 1 MCP server offers this tool
What it usually takes
questions_text– in 1 of 1state_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? |
|---|---|---|
Mizan v3 · 3B co.huggingface.hugging-apps/mizan-v3-3b Decide typed questions about a record, with calibrated probabilities. Mizan v3 is a decision model, not a chatbot: it reads a record (``state``, any JSON value or plain text) and a set of typed questions, then returns a calibrated probability for every allowed option in one forward pass — no text generation. Question types: ``choice`` (pick one of named options), ``score`` (ordered levels, lowest first) and ``noul`` (yes / no). Questions can be in Persian or English and can be ones you write yourself; routing policies and rubrics placed inside the record are followed. Returns: A tuple ``(bars_html, response)``; ``response`` matches the model's, ``/v1/systemone`` body: ``answers`` per question (choice + confidence +, probabilities, or noul probability, or expected score level + legend), plus token usage. | questions_text,state_text | Not stated |