Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
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": {
"aide-memory": {
"command": "npx",
"args": [
"-y",
"aide-memory",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add aide-memory -- npx -y aide-memory mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"aide-memory": {
"command": "npx",
"args": [
"-y",
"aide-memory",
"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": {
"aide-memory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"aide-memory",
"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6日
注册名称已通过 GitHub 账户 aide-memory 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(0.6.3)于5个月前进入注册中心。
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。
Auto-captured, auto-recalled, path-scoped memory for AI coding agents and teams.
Website: https://aide-memory.dev
Docs: https://aide-memory.dev/docs
Install: npm install -g aide-memory && aide-memory init
Coding with agents has made developers significantly more productive. But it's created a new kind of friction.
You explain how the feature you're building ties into the rest of the system, the way you like to structure your code, the patterns to follow in this area. The agent gets it. You ship great work together. Next session, it's a blank slate. You re-explain the same things.
Critical decisions being made during conversations aren't being captured. Preferences, corrections, area knowledge, guidelines. So much valuable context doesn't persist, doesn't flow to the next session, to a different tool, or to a teammate's agent when they pick up work in the same area.
Rules files (CLAUDE.md, .cursorrules) help, but they have real limits:
aide-memory fills these gaps. It sits alongside your rules files, not above or below. Rules files for static, always-on guidance. aide-memory for the dynamic, scoped knowledge that grows with the codebase.
Six hooks fire across the session lifecycle, installed by aide-memory init:
Memories attach to code areas via glob scopes (src/components/dashboard/**, packages/api/**). When the agent opens a file, aide-memory matches the path against stored scopes and surfaces what's relevant to that area.
Four layers organize the knowledge:
| Layer | What it captures | Example |
|---|---|---|
| preferences | How a contributor likes to work | "Prefer modular component structure, separate concerns into smaller files" |
| technical | Facts not obvious from code | "Dashboard data fetching uses React Query with stale-while-revalidate" |
| area_context | Decisions tied to code areas | "Settings panel uses progressive disclosure; new sections follow the expand/collapse pattern" |
| guidelines | Team-wide principles | "Mock external calls at the network boundary in tests, not at the function boundary" |
Recall ranks area_context first (most specific), then technical, then preferences, then guidelines. Scoped memories rank above project-wide ones.
Memories are JSON files under .aide/memories/. Commit, push, pull. A post-checkout git hook rebuilds the local cache after git pull so your teammate's agent picks up your context on their next file read. Personal preferences (preferences/personal/) are gitignored. Team conventions travel with the repo.
Claude Code and Cursor read the same .aide/memories/ directory. A memory captured in one tool is available in the other. Codex, Copilot, and Windsurf get a rules template at launch; deeper integration may come based on user feedback.
# 1. Install and initialize
npm install -g aide-memory aide-memory init
aide-memory remember "Dashboard uses skeleton loading, not spinners" \ --layer area_context --scope "src/components/dashboard/**"
aide-memory recall src/components/dashboard/
git add .aide/memories/ git commit -m "Capture dashboard conventions" git push
Full walkthrough: https://aide-memory.dev/docs/quick-start
aide_recall, aide_remember, aide_update, aide_forget, aide_search, aide_memories, aide_importinit, recall, remember, update, forget, search, list, stats, recall-log, config, sync, migrate, cleanupinitaide-memory ships with defaults you can adjust:
aide-memory init seeds .aide/config.json with all public settings. Full reference: https://aide-memory.dev/docs/configuration
Memory content stays on your machine. Anonymized usage counts (event type, hashed machine ID, platform, Node version) ship to PostHog by default so we can see which features are used. Disable with AIDE_TELEMETRY=off.
| Editor | Status |
|---|---|
| Claude Code | Reference adapter. Start a fresh session after init so the MCP server registers. |
| Cursor | Full hook + MCP wiring. Cmd+Q and reopen after init, then toggle aide-memory ON in Settings > MCP. |
| Windsurf, Codex, Copilot | Rules template at launch. Deeper integration may come based on user feedback. |
Per-editor details: https://aide-memory.dev/docs/supported-editors
No Docker. No external databases. No API keys. No cloud accounts.
Free to use. See LICENSE for terms.
Full docs: https://aide-memory.dev