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LangChain

MindCore Memory MCP for LangChain

io.github.woshilaohei/mindcore-memory

AI long-term memory MCP server with importance scoring and confidence calibration

client:LangChain transport:stdio runtime:pypi

Install MindCore Memory MCP in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

MindCore Memory MCP in other clients