Skip to content
mcp/harbor
LangChain

ori memory for LangChain

io.github.aayoawoyemi/ori-memory

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

client:LangChain transport:stdio runtime:npm

Install ori memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

ori memory in other clients

ori memory MCP server