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Claude-Mem

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Open-source AI agent memory engine that captures structured observations and syncs them across machines via a private MCP link.

网站：https://claude-mem.ai/
收录时间：2026年7月13日
月访问量：
154.0K
社交与联系：
AI agent memoryopen sourceMCPcoding agentspersistent memoryClaude Code
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Claude-Mem
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工具信息

什么是 Claude-Mem？

Claude-Mem is an open-source AI agent memory engine that provides persistent, searchable memory for AI coding agents. It automatically captures structured observations during work and makes them available across sessions, machines, and MCP clients through a local engine plus optional cloud sync.

核心功能

  • Automatic observation capture

    Captures structured observations such as decisions, fixes, and dead ends while an agent works, without prompting or copy-paste.

  • Hybrid search and recall

    Hybrid full-text plus recency recall over multi-layer memory for fast semantic and temporal retrieval across projects and machines.

  • Private MCP link

    One private Model Context Protocol endpoint that lets any MCP-aware agent read and write the same memory across machines.

  • Offline-first cloud sync

    Mirrors the local observations database to CMEM Cloud with offline-first behavior and live sync when available.

  • Dreaming

    Live observation generation as the agent works.

  • Skills and hooks

    Bundled slash commands and pipeline extensions for search, building brains, and exploring code.

  • Knowledge agents

    Build queryable brains from session history and documents.

  • Agent and IDE integrations

    First-class or drop-in support for Claude Code, Cursor, Windsurf, Codex, Gemini CLI, OpenCode, VS Code, and other MCP clients.

使用场景

  • #1

    Cross-session agent continuity

    Pick up agent work exactly where it left off by recalling prior decisions, fixes, and context in new sessions.

  • #2

    Multi-machine and multi-agent memory

    Share one memory across editors and agents on different machines through a single private MCP link.

  • #3

    Team shared memory

    Provide one shared brain for a whole team working with AI agents.

  • #4

    Codebase and project recall

    Search years of work and historical project decisions quickly via hybrid and semantic recall.

适用人群：Developers using AI coding agentsTeams building with multiple agents and IDEsUsers of Claude Code, Cursor, Windsurf, Codex, Gemini CLI, OpenCode, and VS Code

定价方案

The claude-mem engine is open source and free to install. CMEM Cloud sync is $0 during free early access; early access requires joining a waitlist or invite.

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常见问题

What is Claude-Mem?
Claude-Mem is an open-source AI agent memory engine that captures structured observations and syncs them across machines via a private MCP link, providing persistent, searchable memory for AI coding agents.
Is Claude-Mem free to use?
The claude-mem engine is open source and free to install. CMEM Cloud sync is $0 during free early access; early access requires joining a waitlist or invite.
Which agents and IDEs does Claude-Mem support?
It offers first-class or drop-in support for Claude Code, Cursor, Windsurf, Codex, Gemini CLI, OpenCode, VS Code, and other MCP clients.
How does the private MCP link work?
It provides one private Model Context Protocol endpoint that lets any MCP-aware agent read and write the same memory across machines.
What are the limitations of CMEM Cloud?
CMEM Cloud is in free early access and requires an invite or waitlist join for a private MCP link. Full cloud sync features depend on early-access invitation delivery by email.
What kinds of observations does Claude-Mem capture?
It automatically captures structured observations such as decisions, fixes, and dead ends while an agent works, without prompting or copy-paste.

Claude-Mem 联系方式与社交媒体

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工具信息

定价模式Open Source
分类生产力
二级分类
AI agent memoryopen sourceMCPcoding agentspersistent memoryClaude Code
语言英语
最后更新2026年7月16日
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