Connect-MCP

MONARK

tech.monarkgate/monark · v0.4.0

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

MCPremoteno credentialsTasks & projectsAI & LLM

Reported outcomes

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 4 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 81/100

What it does: 4 tools · 0 read, 0 write · Weather, Tasks & projects, AI & LLM

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +8
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.monarkgate.tech/mcp

Tools

4 tools listed at 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; the gate abstains (
  • 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 balance-sh
  • 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 exchangeabl

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