每次会话都从零开始
你的 AI 助手会忘记架构、命名规则，以及三周前你否决某个方案的原因。于是你再次粘贴同样的上下文，或者得到一个自信却与团队既定决策相矛盾的回答。ContextForge 只需保存一次这些决策，然后提供给你接下来打开的任何工具。
没有记忆"我们用 Redis 管理会话，所以把 token 存在那里。"
有记忆"根据你 2026-04-11 的决策，会话存放在 Postgres。正在写入 sessions 表。"
一份记忆，跨工具共享
在 Claude Code 里记下一个决策，Cursor 一分钟内就能读到。ContextForge 作为单一的 MCP 服务器运行，每个客户端都连接到同一个存储，而不是各自保存副本。
对你写下的内容进行语义搜索
用自然语言提问。查询按含义匹配，所以"我们如何处理认证失败"能找到归档为"401 重试策略"的笔记，不需要精确的关键词或标签。
Git 与任务上下文，始终最新
ContextForge 会连同你的笔记一起读取分支、最近的提交和未完成的任务，所以今天回答问题的助手知道昨天发布了什么。
- 空间
- 按仓库、服务或团队分开的记忆。
- 快照
- 可以恢复或对比的时间点副本。
- 团队
- 带成员角色的共享空间。
- 会话状态
- 查看此刻哪些工具已连接。
- 导入 / 导出
- 以 JSON 或 Markdown 迁入迁出记忆。
- API 密钥
- 供 CI 和你自己的脚本使用的受限密钥。
教程
看看它是如何工作的
围绕最常被问到的功能的简短演示。看视频，或者读文章。
Claude Code Compaction: Why Your Session Forgets Mid-Task (and the Fix)
Last week I published a piece about handing off a Claude Code session without re-explaining everything. A reader left a comment that stuck with me: "Compacti...
6 分钟阅读
视频Give Your AI Coding Agent a Memory That Survives Every Session
Give Your AI Coding Agent a Memory That Survives Every Session Open a new session with Claude Code, Cursor, or Copilot and it has no idea what you were doing...
2 分钟阅读
视频Skills Were Dead Prompts. Routines Made Them Alive.
A few weeks ago I shipped Skills — a way to save AI prompts as reusable templates inside ContextForge , so my best prompts wouldn't keep dying in a Notion pa...
6 分钟阅读
视频I Built Skills Because My Notes App Was Full of Dead Prompts
Open your Notes app right now. Search "prompt." Count what comes up. If you're anything like the 200+ developers I've talked to in the last six months, the a...
7 分钟阅读
Import Your AI Memory into ContextForge: Claude Code, ChatGPT, and Knowledge Graph
You've been building knowledge with your AI assistant for months — project decisions, API patterns, debugging notes. But that knowledge is scattered acro...
2 分钟阅读
GitHub Copilot Now Supports MCP — Here's How to Give It Persistent Memory
GitHub Copilot just got MCP support. That means you can now connect external tools directly to Copilot's Agent Mode in VS Code. One thing you can do with...
3 分钟阅读
ContextForge Now Supports Cursor IDE: Persistent AI Memory Everywhere
{"time":1773257511919,"blocks":[{"id":"9ge_aeLB75","type":"paragraph","data":{"text":"If you've ever wished your AI coding assistant could remember things be...
2 分钟阅读
How to Give Claude Persistent Memory with MCP
Every conversation with Claude starts from zero. It doesn't remember the stack you chose last week, the naming conventions you prefer, or the bug you spent t...
5 分钟阅读