Skip to content
mcp/harbor
LangChain

collective memory for LangChain

io.github.hustada/collective-memory

MCP server for persistent, semantic memory across AI sessions

client:LangChain transport:stdio runtime:npm

Install collective memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

collective memory in other clients

collective memory MCP server