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LangChain

r3 for LangChain

io.github.n3wth/r3

Local Redis memory MCP for AI apps with hybrid caching and optional Mem0 cloud backup.

client:LangChain transport:stdio runtime:npm

Install r3 in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "r3": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@n3wth/r3"],
        }
})

tools = await client.get_tools()

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

r3 in other clients