Graphmem for LangChain
io.github.sonic182/graphmem
Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
client:LangChain
transport:stdio
runtime:npm
Install Graphmem in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"graphmem": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "@sonic182/graphmem"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs