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Arctura Reef — counterfactual evidence engine (synthetic) for LangChain

io.github.neurflow-oy/arctura-reef

Deterministic same-seed but-for twin for battery fleets — synthetic-only (DR-236)

client:LangChain transport:streamable-http

Install Arctura Reef — counterfactual evidence engine (synthetic) in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "arctura-reef": {
            "transport": "streamable_http",
            "url": "https://arctura-reef-mcp.fly.dev/mcp/{token}",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

Arctura Reef — counterfactual evidence engine (synthetic) in other clients