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mcp/harbor
LangChain

cuba memorys for LangChain

io.github.leandropg19/cuba-memorys

Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.

client:LangChain transport:stdio runtime:npm

Install cuba memorys in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

cuba memorys in other clients

cuba memorys MCP server