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LangChain

mifactory agent memory for LangChain

io.github.mifactory-bot/mifactory-agent-memory

Persistent memory for AI agents across Claude, ChatGPT and any MCP client.

client:LangChain transport:streamable-http tools:2

Install mifactory agent memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "mifactory-agent-memory": {
            "transport": "streamable_http",
            "url": "https://agent-memory-api.vercel.app/mcp",
        }
})

tools = await client.get_tools()

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

What LangChain can do once it is connected

mifactory agent memory in other clients