How do you give a LangChain agent crypto trade calls?

AlgoVault gives a LangChain agent crypto trade calls and market data through MCP tools. Bind get_trade_call and get_market_regime; the agent gets a composite verdict and the current regime, one call each. It posts a 91.6% PFE win rate over 233,000 verified calls, each Merkle-anchored on Base L2. AlgoVault is the call and market-data layer, not the framework or executor.

How do you bind the tools?

A LangChain agent reasons, then calls tools. You bind get_trade_call and get_market_regime to the AlgoVault MCP server. The agent calls one for a verdict, the other for context.

The verdict spans 5 perpetual-futures venues, so the agent reads one composite call rather than merging exchange feeds itself.

What does each tool return?

get_trade_call returns a direction (BUY, SELL, or HOLD), a confidence score, the market regime, and the factors. get_market_regime returns the regime label alone: TRENDING_UP, TRENDING_DOWN, RANGING, or VOLATILE. The agent conditions its next step on both.

What you call

Bind both as tools, then let the agent call them:

# Bind AlgoVault as LangChain tools
from langchain_core.tools import tool

@tool
def crypto_trade_call(coin: str, timeframe: str = "1h") -> dict:
    """Composite crypto trade call: direction, confidence, regime, factors."""
    return mcp_client.call("get_trade_call", coin=coin, timeframe=timeframe)

@tool
def crypto_market_regime(coin: str) -> dict:
    """Market regime: TRENDING_UP, TRENDING_DOWN, RANGING, or VOLATILE."""
    return mcp_client.call("get_market_regime", coin=coin)

# agent -> { "call": "BUY", "confidence": 72, "regime": "TRENDING_UP" }

See the LangChain docs for tool binding and the Model Context Protocol spec for client setup. Or run it locally: npx crypto-quant-signal-mcp.

Is AlgoVault the agent or the chain?

AlgoVault is the call layer your LangChain agent calls. It is not the framework, the chain, or the executor. LangChain runs the reasoning and the tool loop; AlgoVault returns the verified call and the market data it acts on. AlgoVault places no orders and holds no custody.

FAQ

How do I give a LangChain agent crypto trade calls?

Bind get_trade_call (and optionally get_market_regime) as LangChain tools that call the AlgoVault MCP server. See the LangChain and MCP docs for setup.

Which AlgoVault tools does a LangChain agent bind?

get_trade_call returns the composite verdict; get_market_regime returns the regime label alone. Both are MCP tools your agent calls.

Does AlgoVault run the agent or place orders?

No. LangChain runs the agent and the chain; AlgoVault is the call and market-data layer. AlgoVault places no orders and holds no custody.

How is the win rate verified?

Every call is hashed and anchored to a Merkle root on Base L2 before its outcome is known. Check any call at /verify; the live win rate is at /track-record.

Is it free to try?

Yes. The free tier includes a monthly call allowance, and HOLD calls are always free. Per-call micropayments are also supported.

This is call interpretation, not investment advice; agents decide execution.