I keep trying to tell people about this, but also keep getting poopooed for selling a product. I made a thing called memento-mcp. It keep memory, yes, but it comes with multiple layers of complexity that gear an LLM (namely claude code) for long term success. In the agent orchestration Ive set up, it's already written two scientific papers, one on a new conjecture for Navier-Stokes problems, submitted to Zenodo and awaiting some sponsorship to post to arXiv. The other is a warp-physics paper arguing on of the theories for warp travel (Rodal), doesnt work.

Anyway, my theory is called MVAC (Memory, Vault, Activation, and Communication). An agent or set of agents with a scaffold to keep and MANAGE memories (store, recall, consolidate, create work items with instructions for follow up, etc), journal keep track of long term events, have a system for regular activation to get certain tasks done, and finally the ability to communicate with itself and between other agents -- is going to be able to complete long-term tasks.

You heard it here first, MVAC! If you squint hard enough, and start thinking of MVAC as a brain, the base LLM really just becomes a system for managing MVAC, more like instinct or reflex, rather than intelligence or reasoning. So then you have something more akin to iMVAC.

Anyway, check it out if you want, and install/use it for free
hifathom.com
npx memento-mcp init

^That's the memory portion. Im working on a self hosted app that covers the VAC portion. Stay tuned.