omega-memory

概述

OMEGA 为 AI 编码代理提供本地优先的持久化记忆系统，无需云依赖即可在会话间保存决策、偏好和架构选择。系统完全在用户设备上运行，使用 SQLite 存储和 ONNX 嵌入，避免供应商锁定和数据隐私问题。作为 MCP 服务器，它可与 Claude、GPT、Gemini、Cursor、Claw Code 和任何 MCP 客户端无缝集成。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• omega_store

  Store typed memory (decision, lesson, error, summary)

  试试:Remember that the auth system uses JWT tokens, not session cookies
• omega_query

  Semantic search with tag filters and contextual re-ranking

  试试:What did I decide about authentication?
• omega_welcome

  Session briefing with recent memories and profile

  试试:Give me a summary of my recent work decisions
• omega_profile

  Read or update user profile

  试试:Update my profile to prefer TypeScript strict mode
• omega_delete_memory

  Delete a specific memory by ID

  试试:Remove memory about the authentication system decision
• omega_edit_memory

  Edit the content of a memory

  试试:Update the memory about JWT tokens to include expiration time
• omega_lessons

  Cross-session lessons ranked by access count

  试试:Show me the most frequently accessed lessons
• omega_timeline

  Memories grouped by day

  试试:What decisions did I make last week?
• omega_compact

  Cluster and summarize related memories

  试试:Summarize all memories about authentication
• omega_checkpoint

  Save task state for cross-session continuity

  试试:Checkpoint the current refactoring task
• omega_resume_task

  Resume a previously checkpointed task

  试试:Resume the refactoring task from yesterday
• omega_remind

  Set a time-based reminder

  试试:Remind me tomorrow to review the authentication implementation

可对比工具

安装

pip install omega-memory[server]    # 完整安装（记忆 + MCP 服务器）
omega setup                         # 下载模型，注册 MCP，安装钩子
omega doctor                        # 验证一切是否正常工作

pip install omega-memory[server]
omega setup --client claude-desktop

FAQ

OMEGA 与 Anthropic 的记忆工具有什么不同？

OMEGA 可与任何 LLM/代理配合使用（不仅限于 Claude），完全本地存储数据而不需要 API 调用，并包含语义搜索和多代理协作等高级功能。

我可以不将 OMEGA 作为 MCP 服务器运行吗？

是的，您可以仅将其作为 Python 库安装 `pip install omega-memory`，或使用仅钩子模式 `omega setup --hooks-only` 来节省资源。

omega-memory 对比