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remem-mcp — Local-first MCP Memory + CodeGraph + Wiki for LangChain

io.github.tinhien11/remem-mcp

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

client:LangChain transport:stdio runtime:npm

Install remem-mcp — Local-first MCP Memory + CodeGraph + Wiki in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

remem-mcp — Local-first MCP Memory + CodeGraph + Wiki in other clients