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LangChain

SmartMemory for LangChain

ai.smartmemory/smartmemory-mcp

Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.

client:LangChain transport:stdio runtime:pypi

Install SmartMemory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "smartmemory-mcp": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["smartmemory-mcp"],
        }
})

tools = await client.get_tools()

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

SmartMemory in other clients