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LangChain

CLS++ Memory for LangChain

io.github.rajamohan1950/cls-memory

Cross-LLM persistent memory: store context once, recall it from any AI model.

client:LangChain transport:streamable-http runtime:pypi

Install CLS++ Memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "cls-memory": {
            "transport": "streamable_http",
            "url": "https://www.clsplusplus.com/mcp",
        }
})

tools = await client.get_tools()

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

CLS++ Memory in other clients