Total Agent Memory for LangChain
io.github.vbcherepanov/total-agent-memory
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
client:LangChain
transport:stdio
runtime:pypi
Install Total Agent Memory in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"total-agent-memory": {
"transport": "stdio",
"command": "uvx",
"args": ["total-agent-memory"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs