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mcp/harbor
LangChain

Banyan Memory for LangChain

io.github.labacacia/banyan-memory

Persistent, governed local memory for MCP-compatible AI clients.

client:LangChain transport:stdio runtime:nuget

Install Banyan Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "banyan-memory": {
            "transport": "stdio",
            "command": "dnx",
            "args": ["Banyan.Mcp.Server", "--yes"],
        }
})

tools = await client.get_tools()

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

Banyan Memory in other clients

Banyan Memory MCP server