OMEGA: Local-First Intelligence Layer for AI Agents
The intelligence your AI agents accumulate is your last moat. Sovereign, local, yours. Decisions, constraints, and institutional knowledge compound on your machine. No cloud, no vendor lock-in. 95.4% on LongMemEval.
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# OMEGA: Local-First Intelligence Layer for AI Agents
> AI agents that remember, coordinate, and learn. All on your machine. #1 ranked on LongMemEval (95.4%, ICLR 2025). Best Mem0 alternative. Best Zep alternative. Open source, Apache-2.0.
## What OMEGA Does
- Local-first intelligence layer for AI coding agents (Claude Code, Cursor, Windsurf, Cline): memory, coordination, and learning across sessions
- Auto-captures decisions, lessons, errors, and user preferences
- Surfaces relevant context at session start and during work
- Semantic search over all stored memories using local ONNX embeddings
- Intelligent forgetting: consolidation, compaction, TTL-based expiry
- Multi-agent coordination: file claims, task queues, agent-to-agent messaging
- Local-first: all data stays on your machine in SQLite, zero cloud dependency
## Key Facts
- Version: 1.3.0
- LongMemEval Score: 95.4% (466/500), #1 on global leaderboard
- MemoryStress Score: 38.3% (115/300), #1, first longitudinal benchmark
- 25 MCP tools (action-composited for low context overhead)
- License: Apache-2.0
- Language: Python 3.11+
- Storage: SQLite + ONNX embeddings (CPU, no GPU required)
- Install: `pip install omega-memory[server] && omega setup`
- PyPI downloads: 3,600+/month
- Zero API keys, zero cloud dependencies, zero external calls
## Keywords
MCP memory server, Claude Code memory, persistent memory for AI agents, AI agent memory, Mem0 alternative, Zep alternative, Hindsight alternative, best AI memory system, MCP server for coding agents, semantic memory search, knowledge graph for AI, local-first AI memory, open source memory system, AI coding assistant memory, Cursor memory, Windsurf memory, Cline memory, long-term memory for LLMs, best MCP server 2026, AI context window optimization, best memory MCP server 2026, multi-agent coordination, agent memory benchmark, LongMemEval, persistent context MCP, coding agent memory, best MCP servers for developers, AI agent memory framework
## Core Capabilities