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mcp/harbor
LangChain

delx memory for LangChain

io.github.davidmosiah/delx-memory

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

client:LangChain transport:stdio runtime:npm

Install delx memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

delx memory in other clients

delx memory MCP server