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LangChain

brain-core for LangChain

io.github.xy-claude/brain-core

Memory for a Claude Code agent that survives the session: five tools, a markdown vault, all local.

client:LangChain transport:stdio runtime:pypi

Install brain-core in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "brain-core": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["brain-core-mcp"],
        }
})

tools = await client.get_tools()

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

brain-core in other clients