memwright for LangChain
io.github.bolnet/memwright
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
client:LangChain
transport:stdio
runtime:pypi
Install memwright in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memwright": {
"transport": "stdio",
"command": "uvx",
"args": ["memwright"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs