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LangChain

adrkit decision memory for LangChain

dev.adrkit/mcp

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

client:LangChain transport:stdio runtime:npm

Install adrkit decision memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "mcp": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@adrkit/mcp"],
        }
})

tools = await client.get_tools()

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

adrkit decision memory in other clients