Skip to content
LangChain

memo for LangChain

io.github.jagoff/memo

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

client:LangChain transport:stdio runtime:pypi

Install memo in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "memo": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["mlx-memo"],
        }
})

tools = await client.get_tools()

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

memo in other clients