bots.st/monark
MONARK
Conformal coverage decisions: commit, defer, abstain
3501 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 4
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://mcp.monarkgate.tech/mcp
What it can do
| Tool | What it says it does |
|---|---|
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 future points… |
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 its cleared… |
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; the gate abstains… |
In its maker's words
Commit / defer / abstain over a conformal coverage region - not a probability of being right.
- Website
- monarkgate.tech
- Source
- github.com/KraidleAI/monark
- Publisher
- monarkgate.tech
- Listed from
- the official MCP Registry as
tech.monarkgate/monark - Version
- 0.4.0, updated 18 Sep 2026
- Kinds of work
- AI models and agent tools, Security and trust, Law, tax and government
The domain it lives on
- monarkgate.tech
- registered 10 Sep 2026 (2 months ago), at HOSTINGER operations, UAB, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3501 ms | |
| Answered | 3795 ms | |
| Answered | 1795 ms |
Next door
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- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
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