ClawMem

概述

ClawMem是一个全面的设备端内存系统，支持Claude Code、OpenClaw和Hermes等AI代理。它将检索增强搜索与钩子、MCP服务器和混合RAG功能集成在一个本地系统中。架构采用先进技术，如基于QMD的多信号检索、SAME风格的复合评分和MAGMA式的意图分类与多图遍历。所有组件通过本地SQLite数据库协同工作，确保隐私和离线操作，无需API密钥或云服务。

试试问 AI

装完之后，这里有 6 个你可以让 AI 做的事：

• memory_retrieve

  Retrieve relevant memories from the vault based on query intent

  试试:Find information about our previous decisions on this feature试试:What were the key points from last week's meeting?试试:Retrieve relevant documentation about our API design patterns
• timeline

  Navigate temporal neighborhoods around a document

  试试:Show me the timeline of this document试试:What happened around this topic last month?试试:Navigate the temporal context of this decision
• focus_set

  Set a session-scoped focus topic to boost relevance

  试试:Set focus on API security试试:Focus on user authentication features试试:I want to concentrate on database optimization

说明：Tool names inferred from descriptions in the README text, as no explicit 'Tools' section was provided. The memory_retrieve tool appears to be the core retrieval mechanism, while timeline and focus_set seem to be supporting tools for context

可对比工具

安装

npm install -g clawmem

bun add -g clawmem

clawmem bootstrap
clawmem setup hooks
clawmem setup mcp

clawmem doctor

FAQ

ClawMem支持哪些平台？

ClawMem完全支持Linux和macOS。Windows通过WSL2支持，但不推荐原生安装。

ClawMem需要API密钥或云服务吗？

不需要，ClawMem完全本地运行，不需要API密钥或云服务。所有内存都存储在本地SQLite数据库中。

ClawMem如何与MCP集成？

ClawMem通过MCP服务器暴露其功能，可与任何兼容的MCP客户端一起使用。设置后，工具会自动在您的MCP客户端中可用。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: ClawMem – Open-source agent memory with SOTA local GPU retrieval▲ 5
  帖子 by yoloshii · 2026-03-22
• ClawMem▲ 2
  帖子 by flippyhead · 2026-03-22

ClawMem 对比