tech.monarkgate/monark

up checked 2026-11-11T07:39:28.407Z

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Publisher-provided title

MONARK

Publisher-provided description

Commit / defer / abstain over a conformal coverage region - not a probability of being right.

Summary by lookupd

Gives agents commit, defer, or abstain decisions over conformal coverage regions, plus calibration and cascade estimates.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http monark https://mcp.monarkgate.tech/mcp

Codex, remote (streamable-http)

codex mcp add monark --url https://mcp.monarkgate.tech/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "monark": {
      "url": "https://mcp.monarkgate.tech/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

gate Coverage-gated decision from the real HIKAE L3 policy (commit/defer/abstain) over a caller-carried authorization budget B_t. Dispatches on task_class. The class
cascade Estimated liquidable amount from the real UKEMI cascade primitives (imported, never re-implemented): an Eisenberg-Noe clearing of the interbank system (L, e) wi
attest projection of a committed Shōgen-verified witness (Binance BTCUSDT, self-notarized); the verifier is NOT executed at call time.
calibrate split-conformal quantile at miscoverage α over caller-supplied nonconformity scores. MONARK does not see, store, or verify the caller's data or model, and does

Shows this live status and links here; updates hourly.

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