memory mcp lite for LangChain
io.github.thuupx/memory-mcp-lite
A lightweight, structured, token-efficient local-first MCP memory server
client:LangChain
transport:stdio
runtime:npm
Install memory mcp lite in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memory-mcp-lite": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "memory-mcp-lite"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs