Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Developer memory CLI and MCP server. Remember decisions, preferences, and lessons locally.
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": {
"poppy": {
"command": "uvx",
"args": [
"poppy-memory",
"serve"
]
}
}
}在终端中运行这条命令
claude mcp add poppy -- uvx poppy-memory serve粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"poppy": {
"command": "uvx",
"args": [
"poppy-memory",
"serve"
]
}
}
}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": {
"poppy": {
"type": "stdio",
"command": "uvx",
"args": [
"poppy-memory",
"serve"
]
}
}
}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
注册名称已通过域名 trags.ai 验证(注册中心会核实域名所有权)
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(0.3.6)于12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 Python (uv)。
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。
Poppy is a developer memory CLI and MCP server. Your AI coding agent stores decisions, preferences, and lessons in a local SQLite store, then recalls them when they're relevant. No cloud, no API keys, no per-query cost.
pipx install poppy-memory
Then wire up your agent, and restart it:
poppy setup claude-code # or: claude-desktop, cursor, vscode, windsurf, codex,
The package on PyPI is poppy-memory; the command it installs is poppy. No pipx? See Install for the other ways in, and for the one PATH check that saves most first-day trouble.
The order a new user walks, each step linking to its section:
command -v poppy should print a path. See Check your PATH.poppy setup . See Supported clients.poppy remember and poppy recall. See What it does.poppy setup trags, and approve it in the browser within five minutes. See Sync to Trags.poppy daemon install. See MCP daemon.Use the first option your machine already has:
pipx install poppy-memory. Needs pipx and Python 3.11 or newer.uv tool install poppy-memory. Needs only uv, which fetches its own Python. A fresh Mac has neither pipx nor uv.curl -fsSL https://trags.ai/install/poppy | sh. Needs Python 3.11 or newer. It uses pipx or uv when it finds one and otherwise installs into its own virtualenv.pipx and uv put the poppy command in ~/.local/bin. A fresh Mac often does not have that folder on its PATH, and the install still succeeds: uv only prints a warning. Check:
command -v poppy # prints a path such as /Users/you/.local/bin/poppy
If it prints nothing, add the folder to your shell profile and open a new terminal (pipx ensurepath or uv tool update-shell do the same):
echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.zshrc
This matters for your agent too. The hooks call poppy by name, so an agent that cannot find it fails every hook with poppy: command not found. An agent keeps the PATH it started with, so restart it after you fix PATH. poppy doctor checks only the PATH of the terminal you run it in, so it can report the hooks as fine while your agent still cannot find poppy.
poppy setup ends with Restart to activate. Do that. Agents read their MCP servers and hooks only when they start, so a session that was already open does not see Poppy until you quit and reopen it.
poppy remember "we always use uv for python deps" --type preference
poppy recall "python package manager"
poppy setup wires Poppy into a coding agent. Eleven clients have an integration today:
What supported means here: each integration is verified against its client at release time, and maintained best-effort between releases. These clients change on their own schedule, so when one of them breaks Poppy, that is a bug worth reporting as a GitHub issue rather than something that holds the next release back.
poppy doctor checks the integrations installed on your machine.
Setup treats any hook command of the form /poppy hook (including a versioned executable name such as poppy-0.3.3) as Poppy's own. It rewrites these commands to the current executable, so a deliberate pin to a development install is overwritten on the next setup and removed by --remove. Before downgrading, run poppy setup --remove with the current version, then set up again with the older version. Older versions do not recognise absolute-path hook entries and would add duplicates.
Claude Code can also load Poppy as a plugin, in place of poppy setup claude-code. Install poppy-memory first, as above. The plugin only connects Claude Code to the poppy command you already have.
claude plugin marketplace add trags-garden/poppy
claude plugin install poppy@trags-garden
Restart Claude Code afterwards.
The plugin gives Claude Code the same MCP server and the same five hooks that setup writes. It looks for poppy on the PATH and then in the folders pipx, uv and pip install --user install into, so it works when ~/.local/bin is not on Claude Code's PATH. In place of the CLAUDE.md block it ships a memory skill with the same text. Claude loads the skill when memory is relevant, and you can run it yourself with /poppy:memory. The plugin needs macOS or Linux. On Windows, use poppy setup claude-code.
Use the plugin or setup, not both. With the plugin installed, poppy setup claude-code does not add the MCP server or hooks and says so. Pass --claude-md to add the CLAUDE.md block next to the skill, so the primer loads in every session. If you ran setup before installing the plugin, run poppy setup claude-code --remove to remove setup's entries, or every hook runs twice. poppy doctor warns when it finds both, and fails when the plugin cannot find poppy.
The plugin does not ask for capture consent the way setup does. Answer the notice at session start, or run poppy autocapture on --global.
Remove client integrations before uninstalling the CLI, so leftover hooks do not fail with poppy: command not found on every session.
poppy setup claude-code --remove
poppy setup cursor --remove poppy setup codex --remove
This removes Poppy's MCP entry, hooks and managed primer blocks while preserving your other settings. If you installed the Claude Code plugin, also run claude plugin uninstall poppy@trags-garden. Other clients still need their Poppy entry and primer removed by hand: Claude Desktop's claude_desktop_config.json, VS Code's user-profile mcp.json, Windsurf, Gemini CLI, GitHub Copilot CLI ($COPILOT_HOME/mcp-config.json and copilot-instructions.md, default ~/.copilot), Pi ($PI_CODING_AGENT_DIR/mcp.json and AGENTS.md, default ~/.pi/agent), Goose, and Hermes Agent (plugin and SOUL.md guidance).
poppy daemon uninstall.pipx uninstall poppy-memory, or uv tool uninstall poppy-memory if you installed it with uv.rm -rf ~/.poppy. This permanently deletes your memories and local Poppy settings. If you use a custom POPPY_DIR, your data lives there instead.--remove leaves your memory store, daemon service, Trags key and capture consent untouched. It also keeps the .pre-poppy.bak backups that setup and removal write next to each client file; delete those too if you are removing Poppy for good, since a backup can hold the daemon token. Use it on its own, without installation flags such as --daemon, --hooks, --claude-md or --yes.
With the Claude Code, Cursor, or Codex hooks installed, Poppy can also extract durable memories from your sessions automatically: decisions, preferences, and lessons that would help a future session, written one sentence each.
Nothing is captured without your consent. Capture ships enabled by default but stays inert until you record a one-time consent. If you already had consolidate-enabled true set from an earlier version, that setting counts as your recorded consent and capture stays active with no new prompt. Setting POPPY_CONSOLIDATE=1 overrides the consent check entirely and turns capture on regardless. The unified command reports the resolved effect plus the project and global layers:
poppy autocapture # show resolved, project, and global status
poppy autocapture on --global # turn automatic capture on everywhere poppy autocapture off --global # opt out everywhere (persists across upgrades)
poppy setup claude-code asks once on a TTY (pass --yes for non-interactive installs). Until you decide, every session start shows a short notice and nothing runs. Opting out persists permanently; a later default change can never silently re-enable capture you turned off.
What fires when, once automatic capture is enabled globally:
Stop fires after each turn, so Poppy uses it only as a liveness signal and never as a flush.preCompact before compaction begins.Extraction runs through the coding-agent CLI you already use (claude, cursor-agent, codex, or gemini), on your existing login. That CLI sends the transcript excerpt to the model provider you already use, so no new third party sees your conversation. The store, your memories, and retrieval stay on your machine; retrieval runs on local ONNX models. Poppy sends nothing to Trags unless you turn sync on. It never auto-spends on a paid remote model: if only an AP
只显示了开头部分;其余内容请在仓库中阅读