omega-memory/omega-memory — Persistent memory for AI coding agents

Description and use

Omega‑Memory is an open‑source library that provides persistent, long‑term memory storage for AI coding agents, enabling them to retain and retrieve knowledge across sessions. It offers a lightweight, backend‑agnostic API for saving, querying, and updating contextual information, helping agents maintain continuity and improve code generation quality over time.

Problem

omega-memory/omega-memory helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Persistent memory for AI coding agents

Source