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LangChain

JustOnce for LangChain

ai.justonce/memory

Persistent memory for AI assistants — one shared, OAuth-secured vault for every MCP client.

client:LangChain transport:streamable-http

Install JustOnce in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "memory": {
            "transport": "streamable_http",
            "url": "https://mcp.justonce.ai",
        }
})

tools = await client.get_tools()

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

JustOnce in other clients