hmc-memory

MemoryAI is a memory engine designed to provide persistent, unified memory for AI agents across a range of tools and models. Unlike traditional vector stores, it employs a biological-grade, three-layer architecture that supports episodic, semantic, and strategic memory, aiming to function more like a real cortex. The platform addresses the common problem where AI sessions lack continuity, requiring users to repeatedly re-explain preferences, decisions, and context each time they interact with different AI tools or models.

A notable feature of MemoryAI is its Cognitive Twin, which can simulate a user's voice after six months of DNA data, and its Multi-Agent Mesh, enabling multiple agents—such as coders, reviewers, and project managers—to share a single persistent brain. This shared memory ensures that preferences, decisions, and procedures are remembered and propagated across agents, while each agent's DNA remains private. The tool also includes a Coding Guard to prevent AI from making repeated mistakes, and it consolidates and sharpens memory over time, even during periods of inactivity. Five types of DNA-protected memories are supported: preferences, decisions, identity, pitfalls, and procedures, all designed to never decay.

MemoryAI integrates with a wide array of AI models and tools, including Claude, GPT, Cursor, and others, allowing users to switch between providers without losing context or memory. It is compatible with various cloud infrastructures and can be installed via marketplace or Open VSX with a simple API key setup. The platform offers vendor-neutral export in JSON format, ensuring portability across different vendors and self-hosted deployments. Live demos and interactive sandboxes are available for users to test its capabilities in the browser.

The service is positioned for users who rely on multiple AI agents and tools in their workflows, such as developers, reviewers, and project managers, and who seek to maintain continuity and reduce repetitive context-setting. MemoryAI offers a free trial and supports an unlimited number of agents per brain from the Personal plan upward.