sqlite-graph-memory for LangChain
io.github.tonydzi/sqlite-graph-memory
Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
client:LangChain
transport:stdio
runtime:pypi
Install sqlite-graph-memory in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"sqlite-graph-memory": {
"transport": "stdio",
"command": "uvx",
"args": ["sqlite-graph-memory"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs