AlgoVault — Crypto Quant Trade Calls

Returns a composite verdict — BUY SELL HOLD trade call with confidence and market regime — for one crypto or tokenized-stock perpetual futures. One asset only; whole-market scan: scan_trade_calls. Read-only: live exchange APIs, no orders. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor.

{
  "type": "object",
  "properties": {
    "coin": {
      "type": "string",
      "maxLength": 20,
      "description": "Base asset, e.g. BTC ETH SOL signal, or a US stock/ETF ticker (no USDT)."
    },
    "timeframe": {
      "type": "string",
      "enum": [
        "1m",
        "3m",
        "5m",
        "15m",
        "30m",
        "1h",
        "2h",
        "4h",
        "8h",
        "12h",
        "1d"
      ],
      "description": "Candle timeframe, 1m to 1d. Default 15m. Crypto quant intraday horizon."
    },
    "includeReasoning": {
      "type": "boolean",
      "default": true,
      "description": "Include reasoning: trend ranging crypto signal and market regime drivers."
    },
    "exchange": {
      "type": "string",
      "enum": [
        "HL",
        "BINANCE",
        "BYBIT",
        "OKX",
        "BITGET",
        "ASTER",
        "BINGX",
        "GATE",
        "HTX",
        "KUCOIN",
        "MEXC",
        "PHEMEX",
        "WHITEBIT",
        "XT",
        "WEEX"
      ],
      "description": "Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid."
    },
    "assetClass": {
      "type": "string",
      "enum": [
        "perp",
        "equity"
      ],
      "description": "Force engine: 'perp' or 'equity'. Cross-venue multi-exchange AI trading signal."
    }
  },
  "required": [
    "coin"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns a composite verdict — BUY SELL HOLD trade call with confidence and market regime — for one crypto or tokenized-stock perpetual futures. One asset only; whole-market scan: scan_trade_calls. Read-only: live exchange APIs, no orders. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor. [ALIAS] This tool is an alias of get_trade_call — same behavior, kept for backward compatibility. Prefer get_trade_call for new integrations.

{
  "type": "object",
  "properties": {
    "coin": {
      "type": "string",
      "maxLength": 20,
      "description": "Base asset, e.g. BTC ETH SOL signal, or a US stock/ETF ticker (no USDT)."
    },
    "timeframe": {
      "type": "string",
      "enum": [
        "1m",
        "3m",
        "5m",
        "15m",
        "30m",
        "1h",
        "2h",
        "4h",
        "8h",
        "12h",
        "1d"
      ],
      "description": "Candle timeframe, 1m to 1d. Default 15m. Crypto quant intraday horizon."
    },
    "includeReasoning": {
      "type": "boolean",
      "default": true,
      "description": "Include reasoning: trend ranging crypto signal and market regime drivers."
    },
    "exchange": {
      "type": "string",
      "enum": [
        "HL",
        "BINANCE",
        "BYBIT",
        "OKX",
        "BITGET",
        "ASTER",
        "BINGX",
        "GATE",
        "HTX",
        "KUCOIN",
        "MEXC",
        "PHEMEX",
        "WHITEBIT",
        "XT",
        "WEEX"
      ],
      "description": "Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid."
    },
    "assetClass": {
      "type": "string",
      "enum": [
        "perp",
        "equity"
      ],
      "description": "Force engine: 'perp' or 'equity'. Cross-venue multi-exchange AI trading signal."
    }
  },
  "required": [
    "coin"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns the market regime — TRENDING_UP TRENDING_DOWN RANGING VOLATILE — with confidence and a strategy hint, for one crypto perpetual futures. Composite verdict: trend ranging + cross-venue funding rate. Read-only, live exchange APIs. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor.

{
  "type": "object",
  "properties": {
    "coin": {
      "type": "string",
      "maxLength": 20,
      "description": "Base asset crypto signal, e.g. BTC ETH SOL signal. Crypto quant regime."
    },
    "timeframe": {
      "type": "string",
      "enum": [
        "1h",
        "4h",
        "1d"
      ],
      "default": "4h",
      "description": "Candle timeframe, e.g. 1h 4h 1d. Buy sell hold AI trading signal context."
    },
    "exchange": {
      "type": "string",
      "enum": [
        "HL",
        "BINANCE",
        "BYBIT",
        "OKX",
        "BITGET",
        "ASTER",
        "BINGX",
        "GATE",
        "HTX",
        "KUCOIN",
        "MEXC",
        "PHEMEX",
        "WHITEBIT",
        "XT",
        "WEEX"
      ],
      "default": "HL",
      "description": "Crypto venue, e.g. Binance Bybit OKX Bitget Hyperliquid. Multi-exchange."
    }
  },
  "required": [
    "coin"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Ranked cross-venue funding arbitrage across major crypto perpetual futures venues — funding rate spreads, long one venue short another, as a BUY SELL HOLD composite verdict per pair. AI trading signal for crypto quant and Claude trading agents. Trade call via get_trade_call, market regime via get_market_regime. On-chain verified merkle anchor.

{
  "type": "object",
  "properties": {
    "minSpreadBps": {
      "type": "number",
      "minimum": 0,
      "maximum": 10000,
      "default": 5,
      "description": "Minimum funding rate spread in bps. Cross-venue multi-exchange crypto signal."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 200,
      "default": 10,
      "description": "Max ranked results, e.g. 5 (free tier cap). Crypto quant AI trading signal."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns ranked BUY SELL HOLD trade calls across the top crypto perpetual futures by open interest — one scan for whole-market coverage, each with confidence and market regime. Use this for breadth; use get_trade_call for per-coin depth and reasoning. Read-only: reads live exchange APIs, places no orders.

{
  "type": "object",
  "properties": {
    "topN": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 20,
      "description": "How many top perps by open interest to scan, 1 to 100 (default 20)."
    },
    "timeframe": {
      "type": "string",
      "enum": [
        "1m",
        "3m",
        "5m",
        "15m",
        "30m",
        "1h",
        "2h",
        "4h",
        "8h",
        "12h",
        "1d"
      ],
      "default": "15m",
      "description": "Candle timeframe, 1m to 1d for the scan. Default 15m intraday."
    },
    "exchange": {
      "type": "string",
      "enum": [
        "HL",
        "BINANCE",
        "BYBIT",
        "OKX",
        "BITGET",
        "ASTER",
        "BINGX",
        "GATE",
        "HTX",
        "KUCOIN",
        "MEXC",
        "PHEMEX",
        "WHITEBIT",
        "XT",
        "WEEX"
      ],
      "default": "BINANCE",
      "description": "Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid."
    },
    "minConfidence": {
      "type": "number",
      "minimum": 0,
      "maximum": 100,
      "description": "Optional confidence floor, 0 to 100, applied to non-HOLD trade calls."
    },
    "includeHolds": {
      "type": "boolean",
      "default": false,
      "description": "Include HOLD calls after non-HOLD (default false)."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 10,
      "description": "Max ranked calls to return, 1 to 100 (default 10). Non-HOLD ranked first."
    },
    "rankBy": {
      "type": "string",
      "maxLength": 32,
      "default": "oi",
      "description": "Universe lens: oi (default) volume gainers losers movers funding_positive funding_negative volatility oi_change (aliases vol gain lose move pfr nfr atr oid). funding_*/volatility/oi_change rank among the most-liquid perps; oi_change = real 24h open-interest %Δ."
    },
    "includeReasoning": {
      "type": "boolean",
      "default": false,
      "description": "Enrich each non-HOLD call with price, the top 2-3 drivers, and one-line reasoning (default false → bare verdict cells). HOLDs stay bare. Same per-call detail as get_trade_call."
    },
    "oiChangeWindow": {
      "type": "string",
      "enum": [
        "1h",
        "4h",
        "24h"
      ],
      "default": "24h",
      "description": "OI-delta window for rankBy=oi_change: 1h, 4h, or 24h (default 24h). Ignored by other lenses."
    },
    "oiBasis": {
      "type": "string",
      "enum": [
        "notional",
        "contracts"
      ],
      "default": "notional",
      "description": "OI-delta basis for rankBy=oi_change: notional (default, USD) or contracts (base-coin, price-independent). Ignored by other lenses."
    },
    "minLiquidityUsd": {
      "type": "number",
      "minimum": 0,
      "description": "Optional USD liquidity floor applied to the scan universe: notional open interest, or 24h volume on venues that expose no bulk OI. Omitted means no floor."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns a synthesized natural-language answer with citations, grounded in the AlgoVault knowledge bundle (every MCP tool description, response shape, integration tutorial, and code example). Use when you need an explanation, code pattern, or how-to; for raw ranked snippets without LLM synthesis use search_knowledge (faster, no quota cost). Read-only: calls an LLM, no other side effects. Quota: Free 10/month, Starter 50, Pro 200, Enterprise 2000.

{
  "type": "object",
  "properties": {
    "question": {
      "type": "string",
      "minLength": 5,
      "maxLength": 500,
      "description": "Natural-language question (5-500 chars)."
    },
    "model": {
      "type": "string",
      "enum": [
        "claude-haiku-4-5-20251001",
        "claude-sonnet-4-6"
      ],
      "description": "Optional model override (default claude-haiku-4-5-20251001)."
    }
  },
  "required": [
    "question"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns ranked snippets from the AlgoVault knowledge bundle answering a question about its MCP tools, response shapes, integration patterns (LangChain, LlamaIndex, MAF, CrewAI), or code examples. Call this BEFORE other tool calls to confirm parameter usage and avoid hallucinating tool shapes. Fast: BM25 lexical search, no LLM call, no quota cost. For a synthesized natural-language answer use chat_knowledge. Read-only, no side effects.

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 3,
      "maxLength": 500,
      "description": "Natural-language search query (3-500 chars)."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max ranked results (1-50, default 10)."
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Returns the AlgoVault track record — aggregated PFE win rates by call type, timeframe and asset tier, plus the evaluation methodology and window. The same verified aggregate the performance://signal-performance resource serves, callable from harnesses that bridge tools only. Defaults to the compact aggregate; use include for the per-asset, per-venue or recent-signal breakdowns. Read-only, no side effects.

{
  "type": "object",
  "properties": {
    "include": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "byAsset",
          "byExchange",
          "recentSignals"
        ]
      },
      "description": "Optional extra sections: byAsset, byExchange, recentSignals. Omit for compact."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}