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mcp/harbor
LangChain

domain memory for LangChain

io.github.mashware/domain-memory

Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.

client:LangChain transport:stdio runtime:npm

Install domain memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "domain-memory": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@mashware/domain-memory-server"],
        }
})

tools = await client.get_tools()

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

domain memory in other clients

domain memory MCP server