Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.
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。
MAKE0_BRAIN_HOME, OPENAI_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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": {
"brain-oss": {
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add brain-oss --env MAKE0_BRAIN_HOME=your-value --env OPENAI_API_KEY=your-value -- npx -y @make0-ai/brain运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"brain-oss": {
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}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": {
"brain-oss": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}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。
MAKE0_BRAIN_HOME env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 make0-official 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。
你需要填写:OPENAI_API_KEY
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(0.3.1)于5天前进入注册中心。
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。
One AI memory for every agent you use. Claude Code, Claude Desktop, Cursor, Codex, Windsurf, VS Code, Gemini CLI, Hermes Agent, and OpenClaw all read and write the same memory, and every change is versioned.
A local-first, open-source AI memory server for MCP. After a one-time model download it runs offline with no API key, keeps everything in one SQLite file on your machine, and speaks the same 7 tools as the hosted Make0 Brain. It can also start full: one command imports the sessions 41 coding agents already keep on disk.
Make0 · SWE-ContextBench results · LongMemEval results
npx @make0-ai/brain init
Only using Cursor or VS Code? These buttons add the server to that one app. Run init too if you want it to download the models up front and write the custom instruction.
Every agent keeps its own memory. Claude has CLAUDE.md, Cursor has rules, Codex has AGENTS.md, ChatGPT has its memory page. You end up explaining your stack, your preferences, and last week's decisions again in each one, and the copies drift apart.
Make0 Brain is one memory that all of them share:
1. Connect your agents.
npx @make0-ai/brain init
init finds Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Codex CLI, Gemini CLI, Hermes Agent, and OpenClaw. When more than one is installed, it shows a checklist of them, all ticked; untick any you want to leave out. Pass --clients to choose up front, or --yes to configure every detected agent without asking. It then shows what it will change, asks once, keeps a .make0-backup of each config file, and adds Make0 Brain to each chosen app. It downloads the two local models (about 50 MB, once) with a progress bar, so your first question to an agent doesn't wait on a download. Restart the apps afterwards.
Connecting the server is not enough. The agent also needs a custom instruction so it searches Brain before answering and saves lasting facts there. init writes this into the global rules file for Claude Code (~/.claude/CLAUDE.md), Codex (~/.codex/AGENTS.md), Gemini (~/.gemini/GEMINI.md), and Windsurf. Cursor, Claude Desktop, VS Code, Hermes Agent, and OpenClaw keep rules in settings or a persona file, so init prints the same text for you to paste:
Make0 Brain is my source of truth for durable memory. Always search it before answering about me, my work, people, preferences, or past decisions. Save lasting facts and decisions to Brain. Never guess or invent memories. Use Brain exclusively for durable memory.
| App | Where it goes |
|---|---|
| Claude Code | ~/.claude/CLAUDE.md, written by init |
| Codex CLI | ~/.codex/AGENTS.md, written by init |
| Gemini CLI | ~/.gemini/GEMINI.md, written by init |
| Windsurf | Global rules, written by init |
| Cursor | Settings → Rules → User Rules. Paste it. |
| Claude Desktop | Settings → Profile → personal preferences. Paste it. |
| VS Code | .github/copilot-instructions.md in the repo. Paste it. |
| Hermes Agent | ~/.hermes/SOUL.md. Paste it. |
| OpenClaw | ~/.openclaw/workspace/AGENTS.md. Paste it. |
Skip the rule with init --no-rules.
2. Bring in the context you already have.
npx @make0-ai/brain import --detect # CLAUDE.md, AGENTS.md, Cursor/Windsurf/Copilot rules
npx @make0-ai/brain import --sessions # past sessions from 41 coding agents, one digest each npx @make0-ai/brain import ~/Documents/MyVault # an Obsidian vault or any Markdown folder pbpaste | npx @make0-ai/brain import - # e.g. a memory dump copied from ChatGPT
import on its own asks what to import. The details are under Import and export.
3. Look at it.
npx @make0-ai/brain view
The viewer opens on 127.0.0.1 with every brain, how many memories each holds, and what your apps retrieved and added this week.
Models live in ~/.make0/models and data in ~/.make0/brain.db. If you skip init (or pass --no-models), the first save or search downloads the models instead.
Typed in a terminal, npx @make0-ai/brain opens a menu: connect agents, import sessions or notes, open the viewer, create a brain, choose which brains an app can use, export, restore an archived memory, or show stats. Any command run without its arguments asks for them the same way, one step at a time, with arrow keys, checkboxes, and a default on Enter. Ctrl+C cancels without changing anything.
Scripts and MCP clients are unaffected. Passing the arguments, adding --yes, or running without a terminal skips every question, and MCP clients, which start the server without a terminal, get the server as before. make0-brain serve starts the server even in a terminal.
Restart the apps you connected, then check that a memory written by one agent reaches another:
add_memory.search_brain and answer "mango" without being told.npx @make0-ai/brain view, open the personal brain, and click the memory. It shows Added by Cursor and a version timeline.Delete the test memory in the viewer when you are done. If step 1 or 2 doesn't call a Brain tool, the app is missing the custom instruction above (Cursor, Claude Desktop, and VS Code need it pasted) or wasn't restarted. Run npx @make0-ai/brain agents to confirm the app can use the personal brain.
Your coding agents already keep every session on disk. One command reads that history from 41 agents and saves each session as a memory, filed under its project, so the next agent can find what was asked, decided, changed, and broken last time. No API key and no model are needed.
npx @make0-ai/brain import --sessions # pick agents and a brain step by step
npx @make0-ai/brain import --sessions --agent cursor,codex # only these agents npx @make0-ai/brain import --list-agents # agent ids and names
Claude Code Codex Cursor VS Code Copilot Chat Copilot CLI <
只显示了开头部分;其余内容请在仓库中阅读