MCP server
MONARK
tech.monarkgate/monark
Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools
Commit / defer / abstain over a conformal coverage region - not a probability of being right.
Working at last checkVerified publisher: monarkgate.techAbout 2,596 tokens per request once connected4 tools
https://mcp.monarkgate.tech/mcp
At a glance
- Type
- MCP server
- Publisher
- monarkgate.tech (verified by the MCP Registry)
- Status
- Working at last check
- Tools
- 4
- Token cost
- About 2,596 tokens per request
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 25 Oct 2026, 20:29 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http monark https://mcp.monarkgate.tech/mcp
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.monark] url = "https://mcp.monarkgate.tech/mcp"
Gemini CLI
{"mcpServers":{"monark":{"httpUrl":"https://mcp.monarkgate.tech/mcp"}}}
Cursor
{"mcpServers":{"monark":{"url":"https://mcp.monarkgate.tech/mcp"}}}
VS Code
{"servers":{"monark":{"type":"http","url":"https://mcp.monarkgate.tech/mcp"}}}
Antigravity
agy mcp add monark https://mcp.monarkgate.tech/mcp
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"monark","server_url":"https://mcp.monarkgate.tech/mcp","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"monark","server_url":"https://mcp.monarkgate.tech/mcp"}
Tools
attest~69 tokens
projection of a committed Shōgen-verified witness (Binance BTCUSDT, self-notarized); the verifier is NOT executed at call time.calibrate~281 tokens
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 exchangeablcascade~514 tokens
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-shgate~1732 tokens
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 (
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