Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Local, private memory for coding agents: facts, skills and tasks that persist across sessions.
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": {
"amem": {
"command": "npx",
"args": [
"-y",
"@iamem/amem",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add amem -- npx -y @iamem/amem mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"amem": {
"command": "npx",
"args": [
"-y",
"@iamem/amem",
"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": {
"amem": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@iamem/amem",
"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 sslugic 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(0.7.5)于6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。
Personal agent memory that stays on your machine. Works with Claude Code, Cursor, Claude Desktop, Copilot, Codex, Gemini CLI, Windsurf, Continue, Aider and Zed, on macOS, Linux and Windows.
npx @iamem/amem setup --platform claude # or cursor, codex, copilot …
Website · Features · Why amem · How it works Coding agents forget between sessions. They re-read the same files, re-learn the same constraints and spend tokens rediscovering decisions you already made.
amem gives them a private memory that lives on your machine. The next session starts with what the last one learned.
amem ui shows what your agents remember, what needs review and open tasks. Retire or delete a fact in one click.~/.amem, a localhost-only UI, optional encryption and local backups.Works with Claude Code, Cursor, Claude Desktop, Copilot, Codex, Gemini CLI, Windsurf, Continue, Aider, Zed and any other MCP client.
cd ~/code/your-project
npx @iamem/amem setup --platform claude # or: cursor, codex, copilot, windsurf … (amem platforms) amem ui # open the dashboard at http://127.0.0.1:7843
Setup installs the amem CLI, adds the hooks, registers the amem MCP server (restart your client once) and seeds the repo with build, test and CI facts from its manifests, so the first question already has an answer. From then on your agent checks memory before exploring and saves what it learns. You can also do it by hand:
amem remember "Stripe webhooks must be verified with the raw body" --kind gotcha --anchor src/webhooks/stripe.ts
amem context "stripe webhook signature"
### claim.remember_2f41c0c9e1ff
Kind: gotcha Why: keyword+12, fts+4.2, embed+5.4, kind:gotcha, fresh
Stripe webhooks must be verified with the raw body. Anchors: src/webhooks/stripe.ts
Any MCP client can use the same memory: amem mcp --print-config prints a ready-to-paste config.
Something off? amem doctor --fix rewires the current repo's client. To remove amem, run amem uninstall to see what it added, then amem uninstall --yes. Your memory stays unless you add --purge.
npm run bench loads 36 memories from a sample web shop and asks 32 questions phrased the way people ask, often without the memory's words. It also sends 8 vague prompts ("ok sounds good, go ahead") that name no topic. CI fails if these numbers drop.
| Path | Right memory first | Right memory in top 3 | Vague prompts given memory |
|---|---|---|---|
| Prompt hook (automatic) | 88% | 97% | 0% |
amem_context (agent asks) | 81% | 94% | n/a |
The data is in bench/retrieval.json. Add your own cases and run npm run bench -- --misses to see what it gets wrong.
127.0.0.1 only, and ~/.amem is created with mode 0700.amem lock) and encrypted local backups (amem backup schedule).amem setup asks once, or amem telemetry on), amem sends an anonymous ping at install and first run, then at most one a day with the version, OS and which parts ran (MCP, hooks, UI, CLI). No memory, repos, paths or names. amem telemetry off stops it; managed (IT policy) installs never send it.MIT, see LICENSE.