N3MemoryCore Lite (Working Memory) for LangChain
io.github.neuralnexusnote/n3mc-workingmemory
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
client:LangChain
transport:stdio
runtime:pypi
Install N3MemoryCore Lite (Working Memory) in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"n3mc-workingmemory": {
"transport": "stdio",
"command": "uvx",
"args": ["n3memorycore-mcp-lite"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs