chat_knowledge

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.

read-only

Argument	Type	Description
model	string	Optional model override (default claude-haiku-4-5-20251001).
question*	string	Natural-language question (5-500 chars).

Input schema (JSON)

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

get_market_regime

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.

read-only

Argument	Type	Description
coin*	string	Base asset crypto signal, e.g. BTC ETH SOL signal. Crypto quant regime.
exchange	string	Crypto venue, e.g. Binance Bybit OKX Bitget Hyperliquid. Multi-exchange.
timeframe	string	Candle timeframe, e.g. 1h 4h 1d. Buy sell hold AI trading signal context.

Input schema (JSON)

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

get_track_record

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.

read-only

Argument	Type	Description
include	array	Optional extra sections: byAsset, byExchange, recentSignals. Omit for compact.

Input schema (JSON)

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

get_trade_call

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.

read-only

Argument	Type	Description
coin*	string	Base asset, e.g. BTC ETH SOL signal, or a US stock/ETF ticker (no USDT).
exchange	string	Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid.
timeframe	string	Candle timeframe, 1m to 1d. Default 15m. Crypto quant intraday horizon.
assetClass	string	Force engine: 'perp' or 'equity'. Cross-venue multi-exchange AI trading signal.
includeReasoning	boolean	Include reasoning: trend ranging crypto signal and market regime drivers.

Input schema (JSON)

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

get_trade_signal

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.

read-only

Argument	Type	Description
coin*	string	Base asset, e.g. BTC ETH SOL signal, or a US stock/ETF ticker (no USDT).
exchange	string	Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid.
timeframe	string	Candle timeframe, 1m to 1d. Default 15m. Crypto quant intraday horizon.
assetClass	string	Force engine: 'perp' or 'equity'. Cross-venue multi-exchange AI trading signal.
includeReasoning	boolean	Include reasoning: trend ranging crypto signal and market regime drivers.

Input schema (JSON)

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

scan_funding_arb

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.

read-only

Argument	Type	Description
limit	integer	Max ranked results, e.g. 5 (free tier cap). Crypto quant AI trading signal.
minSpreadBps	number	Minimum funding rate spread in bps. Cross-venue multi-exchange crypto signal.

Input schema (JSON)

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

scan_market_regimes

Screens a whole crypto perpetual futures venue by market regime — TRENDING_UP TRENDING_DOWN RANGING VOLATILE — and returns each matching coin with confidence, trend strength, ADX, volatility ratio and how long the regime has held. Rows are the market regime classifier output for the last closed bar, sampled on Binance, Bybit, OKX and Bitget; another venue, or a timeframe a venue cannot serve, is refused with the alternatives. Billing: one call per returned row; non-matching coins are free. For a live single-coin read with cross-venue funding, call get_market_regime. Read-only.

read-only

Argument	Type	Description
topN	integer	Lens universe size, 1 to 1000 (default 100 with rankBy). Without rankBy it selects the top coins by open interest.
coins	array	Restrict to these symbols, e.g. ["BTC","ETH"]. Symbols not on the venue are listed in not_found and not billed.
limit	integer	Page size, 1 to 100 (default 20).
offset	integer	Rows to skip, for paging within one snapshot. A changed as_of means the snapshot advanced between pages.
rankBy	string	Optional universe lens — the same lenses and aliases as scan_trade_calls rankBy; rows then echo the lens metric. Omit to screen every coin.
regime	array	Keep only these regimes (any of): TRENDING_UP, TRENDING_DOWN, RANGING, VOLATILE.

scan_trade_calls

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.

read-only

Argument	Type	Description
topN	integer	How many top perps by open interest to scan, 1 to 100 (default 20).
limit	integer	Max ranked calls to return, 1 to 100 (default 10). Non-HOLD ranked first.
rankBy	string	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.
oiBasis	string	OI-delta basis for rankBy=oi_change: notional (default, USD) or contracts (base-coin, price-independent). Ignored by other lenses.
exchange	string	Crypto venue (default Binance), e.g. Binance Bybit OKX Bitget Hyperliquid.
timeframe	string	Candle timeframe, 1m to 1d for the scan. Default 15m intraday.
includeHolds	boolean

search_knowledge

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.

read-only

Argument	Type	Description
limit	integer	Max ranked results (1-50, default 10).
query*	string	Natural-language search query (3-500 chars).

Input schema (JSON)

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

AlgoVault — Crypto Quant Trade Calls

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chat_knowledge Read-only

AlgoVault — Crypto Quant Trade Calls

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chat_knowledge Read-only

Tools (9)