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LangChain

memtomem for LangChain

io.github.memtomem/memtomem

Markdown-first long-term memory for AI agents. Hybrid BM25 + vector search, runs locally.

client:LangChain transport:stdio runtime:pypi

Install memtomem in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

memtomem in other clients