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LangChain

KEZAI Cultural Memory for LangChain

app.kezai/memory

Private cross-media memory for AI assistants: recommendations, progress and controlled actions.

client:LangChain transport:streamable-http

Install KEZAI Cultural Memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

KEZAI Cultural Memory in other clients