MCP AutoMem for LangChain
io.github.verygoodplugins/mcp-automem
Graph-vector memory for AI assistants using FalkorDB and Qdrant
client:LangChain
transport:streamable-http
runtime:npm
Install MCP AutoMem in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"mcp-automem": {
"transport": "streamable_http",
"url": "https://{endpoint}/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs