Octopoda-OS

Octopoda is an open-source memory OS for AI agents that provides persistent memory, loop detection, audit trails, and real-time observability out of the box. It works automatically when you create an agent, and supports both local (SQLite) and cloud (PostgreSQL) storage. It integrates with popular frameworks like LangChain, CrewAI, AutoGen, and OpenAI Agents SDK, and offers an MCP server for Claude/Cursor.

Octopoda-OS sits in the RAG / Knowledge Base category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Persistent memory surviving restarts and crashes. A representative use case is Building AI assistants with long-term memory. The listed license is NOASSERTION. GitHub stars are currently 486. Relevant tags include agent-framework, ai-agents.