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MONARK

tech.monarkgate/monark · v0.4.0

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

Connect Remote server

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

Tools 4 found in our last check

  • 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 'btc-dir-15m' is retired and answers a named refusal. For 'cascade-liquidable-24h' no cascade calibration is committed…

  • cascade

    Estimated liquidable amount from the real UKEMI cascade primitives (imported, never re-implemented): an Eisenberg-Noe clearing of the interbank system (L, e) with alpha=beta=1 yields the largest clearing vector L*; each node is then read as a leveraged position — collateral is i…

  • 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 not validate that the supplied numbers are nonconformity scores of any model. Marginal 1−α coverage holds ONLY for futu…

Details

Endpointhttps://mcp.monarkgate.tech/mcp (Streamable HTTP)
First published18 Sep 2026
Last updated18 Sep 2026
Registry nametech.monarkgate/monark

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