Skip to content
LangChain

Panella for LangChain

io.github.panellatech/panella

Governed, self-hosted memory for AI agents: writes queue until a named person approves.

client:LangChain transport:stdio runtime:pypi

Install Panella in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Panella in other clients