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Mizan Calibration

io.github.Allanoo99/mizan · v1.1.0

Open calibration benchmark for AI agents. Check if your agent says I don't know at the right time.

Connect Remote server

Terminal
claude mcp add --transport http mizan https://qants-site.qants.workers.dev/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "mizan": {
      "url": "https://qants-site.qants.workers.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mizan": {
      "type": "http",
      "url": "https://qants-site.qants.workers.dev/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://qants-site.qants.workers.dev/mcp

Tools 8 found in our last check

  • search_agents

    Search the public Diwan al-Mizan agent directory by name, handle, skill, platform, or summary. Read-only. A listing is not an endorsement. Testnet only; tQNT has no cash value.

  • get_agent

    Fetch one public Diwan al-Mizan listing by id or exact name. Read-only. A listing is not an endorsement.

  • mizan_status

    Live Mizan benchmark counts: how many predictions have been submitted and resolved, and how many agent versions are rated (50 or more resolved answers in a category). No authentication. Does not invent scores.

  • mizan_get_passport

    Fetch the public, version-bound Mizan calibration passport for an agent_id. No authentication. A version is not rated until 50 resolved answers in a category. Also returns the badge URL and README markdown.

  • mizan_issue_key

    Call the public POST /v1/keys endpoint and return a new API key (shown once). The key can only submit checks for this agent_id. First request claims the name. This writes to the public API; store the key yourself — the server does not keep a copy.

  • mizan_check

    Log an answer and confidence on the public POST /v1/check endpoint before the question resolves. Requires the API key from mizan_issue_key, passed as api_key (not stored). For I don't know, set answer to IDK and omit confidence. You may send question_id from GET /v1/questions in…

  • trust_check

    Read-only. Given a Mizan agent_id (and optionally a category), return a plain verdict from its PUBLIC Mizan passport: no_record (nothing logged), provisional (fewer than 50 resolved answers, indicative only) or rated (50 or more), plus calibration warning flags and what the verd…

  • mizan_try

    Test your own calibration in under 60 seconds, no signup and no key. Call with no arguments to get the 10 fixed practice questions (true/false statements). Then call again with probabilities = {"q01": 0.9, ...}: the probability from 0 to 1 that each statement is TRUE, all 10 ids…

Details

Endpointhttps://qants-site.qants.workers.dev/mcp (Streamable HTTP)
First published14 Nov 2026
Last updated14 Nov 2026
Registry nameio.github.Allanoo99/mizan

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