Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"iwe": {
"command": "npx",
"args": [
"-y",
"@iwe-org/mcp"
]
}
}
}在终端中运行这条命令
claude mcp add iwe -- npx -y @iwe-org/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"iwe": {
"command": "npx",
"args": [
"-y",
"@iwe-org/mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"iwe": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@iwe-org/mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 iwe-org 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.31.0)于昨天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
English · 简体中文 · 한국어
Your notes are your agent’s memory. IWE is where you work on them together.
[iwe.md](https://iwe.md/?ref=readme-header) · [Download for Mac](https://iwe.md/app/?ref=readme-header) · Docs · Reddit
Too many AI conversations start from zero. You explain your project, your decisions, your reasoning — then find yourself explaining it all again next session. Your own notes live somewhere else, out of the agent's reach.
Or worse, the agent “remembers” something in its own internal memory, but you can't easily see what it saved or correct what it got wrong. And that memory doesn't travel with you to the other agents you work with.
IWE gives you and your AI agents one shared place to work, right inside your project: a folder of connected Markdown documents — specs, plans, decisions, and more. Keep your own ideas there, ask your agent to save what you learn together, and return to that context as your work grows. You can read, edit, and organize those documents yourself — and they stay yours.
There are four ways to work with IWE. Mix and match them to fit your day:
| Tool | How you'll use it |
|---|---|
| [iWe for Mac](https://iwe.md/?mode=app&ref=readme-table) | Write and browse in a native app, and connect your existing Claude/Codex agent. |
| [Your own editor](https://iwe.md/?mode=editor&ref=readme-table) | Stay in Neovim, Helix, VS Code, or Zed, with note navigation, backlinks, and autocomplete. |
| [CLI](https://iwe.md/docs/cli/?ref=readme-table) | Search and manage your notes from the terminal or scripts. |
| [Claude/Codex](https://iwe.md/docs/agentic/?ref=readme-table) | Let your agent read, write, and organize memory while you work through conversation. |
All four work with the same Markdown documents. Draft a spec in your editor, develop it with Claude/Codex, browse it in the iWe app, or search it from the CLI. Use any combination you like; each tool also works independently.
Bring your own AI. Neither the IWE CLI nor the iWe Mac app includes an AI model. Both work on their own as tools for your notes. When you want AI help, use your existing Claude/Codex agent — in terminal or directly in the Mac app.
*Plans · Charts · Technical documents · Releases — click a screenshot to see the iWe app in action on iwe.md.*
[See it working on iwe.md →](https://iwe.md/?ref=readme-why)
If you'd like a dedicated space for your notes, use the native Mac app. Open a folder of notes and you get a fast, keyboard-friendly space to write and browse. You can also connect your existing Claude/Codex agent to work alongside you.
[See iWe for Mac on iwe.md →](https://iwe.md/?ref=readme-download)
Open a notes folder and start with a note about something you're working on. Once Claude/Codex is connected, try asking it to summarize that note or help you develop an idea.
Keep writing in Neovim, Helix, VS Code, or Zed. IWE adds link autocomplete, backlinks, search, and safe renaming across your notes.
Follow the guide for your editor, open your notes folder, and try linking two notes with autocomplete. You can use IWE for your own writing without connecting an AI agent.
Prefer the terminal? Use IWE to search, create, and reorganize notes, or work it into your scripts. The CLI has no AI built in: these commands work on their own. Your existing Claude/Codex agent can use IWE's tools too.
Install with Homebrew, or choose another option from the installation guide:
brew install iwe-org/iwe/iwe
Then run these commands inside your notes folder:
iwe init
iwe find iwe find --lexical "project decisions"
iwe find lists your notes; --lexical searches their content. Explore more in the CLI reference and workflow examples.
You can use IWE entirely through your agent. Ask Claude/Codex to save decisions, look up past work, and organize what you've learned. The agent works with your notes through IWE, and you can open those files yourself whenever you want.
IWE isn't tied to one AI. The same notes work with Claude Code, Claude Desktop, Codex, Gemini, Cursor, and any tool that supports the Model Context Protocol.
Give Claude/Codex a memory — for Claude Code, install the plugin, then run /iwe:init in any project you want remembered. For Codex, follow the agent connection steps below.
/plugin marketplace add iwe-org/skills
/plugin install iwe@iwe-org /iwe:init
Then ask it to save a decision from your current work, and open the note it creates in your project.
Connect another agent — with Homebrew installed, install IWE:
brew install iwe-org/iwe/iwe
Run iwe init in your notes folder, then follow the [agent connection guide](https://iwe.md/docs/agentic/) to add the iwec MCP server with that folder as its working directory. For other installation options, see the installation guide.
Once connected, ask your agent: “Explore my IWE notes and summarize what's here.”
Or let the agent set itself up — paste this into any agent that can run commands:
Set up IWE for my notes: install it (brew install iwe-org/iwe/iwe,
npm install -g @iwe-org/iwe, or cargo install iwe iwes iwec), run iwe init in my notes directory, then add the iwec MCP server with its working directory set to that folder. Docs: https://iwe.md/docs/agentic/
Ready-made workspaces: dev-workspace — project memory for a coding agent · marketing-workspace — campaign memory for a marketing agent.
Trying IWE with your own notes? Tell us what felt useful and where you got stuck. Questions, rough edges, and examples of how you use it are all welcome in Discussions.
IWE is open source. You can also report a bug or help improve the documentation.
Community: Twitter/X · Reddit · Discussions
Building on IWE? The CLI and MCP server are the supported ways to integrate today. Tell us what you depend on so we know what not to break.
Apache License 2.0