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LangChain

live memory for LangChain

io.github.shofer-dev/live-memory

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

client:LangChain transport:stdio runtime:pypi

Install live memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "live-memory": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["shofer-live-memory"],
        }
})

tools = await client.get_tools()

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

live memory in other clients