Skip to content
mcp/harbor
LangChain

memory for LangChain

io.github.shackleai/memory

Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

client:LangChain transport:stdio runtime:npm

Install memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

memory in other clients

memory MCP server