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hmem — Humanlike Memory for AI Agents for LangChain

io.github.bumblebiber/hmem-mcp

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

client:LangChain transport:stdio runtime:npm

Install hmem — Humanlike Memory for AI Agents in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

hmem — Humanlike Memory for AI Agents in other clients