Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Built into the Actvt Mac app: live system metrics, ports, and Claude Code, Codex and pi 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。
作者没有在注册中心列出安装信息。请查看下方作者的 README。
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
注册名称已通过域名 actvt.io 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(1.4.11)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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, debuff
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Let coding agents play, test and tune your 2D web game: live state, explained errors, replays, fuzz.
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。
Actvt A macOS app that monitors your Mac and your AI coding agents in one place.
Website · Docs · Changelog · Roadmap
Actvt shows live CPU, GPU, memory and network for your Mac. It also reads the Claude Code and Codex session transcripts already sitting on your disk, so you can search them, see what they actually cost, and pick one back up where you left it.
It ships an embedded MCP server, so your agents can query the machine they are running on.
[Download for Apple Silicon](https://actvt.io). Requires macOS 15.5 or later.
Updates are delivered in-app through the Sparkle appcast in this repository, and every version is listed on the releases page.
System monitoring. CPU, GPU, memory and network with live graphs, usage breakdowns and temperatures. History is persisted across restarts.
Agent sessions. One browser for every Claude Code, Codex and Claude Desktop session. Full transcripts with thinking blocks and tool calls, outline navigation, search across everything, and one-click resume back into your terminal. Sessions are tagged by where they started, so a run in Ghostty is distinguishable from one in Cursor.
Cost and usage analytics. Total spend, token counts, cache hit ratio, spend by project, tool usage, and a daily activity heatmap. Plan usage bars show how much of your Claude and Codex quota is left and when it resets.
Spend is calculated at API token pricing. On a flat-rate plan that figure is not your
bill. It is what those tokens would have cost at API rates, which is a useful read on what
you are getting out of the plan.
Remote sessions. Reach over SSH to other Macs and headless Linux boxes and fold their sessions into the same timeline. Tailscale peers are discovered automatically. Install the helper on each host with one command, no sudo required.
curl -fsSL https://actvt.io/install-cli.sh | sh
Notifications. Get told when a session is waiting on your input, finishes, errors, runs long, or crosses a cost threshold. Clicking a notification raises the exact terminal or editor window that session lives in.
Sensitive data detection. Transcripts are scanned for emails, credentials, payment cards, IDs and other sensitive spans. Every scan runs on-device and offline. Values are masked by default.
Port manager. List every listening TCP port with the process behind it, and reclaim one without leaving the app.
Actvt embeds a Model Context Protocol server. One click connects it to your installed Claude Code and Codex CLIs, after which your agents can ask Actvt about the machine they are running on. The server is local and protected by an auth token.
| Group | What agents can query |
|---|---|
| System | CPU, GPU, memory, network, thermal pressure, uptime, and persisted history |
| Ports | Every listening port and its owning process. port_kill reclaims one. It refuses protected, system and AI-agent processes, and re-verifies the target before acting |
| Agent sessions | Cost and token roll-ups, full-text transcript search, error-pattern triage, and resume cues. Remote-aware, so sessions on your other machines are visible too |
A practical use is diagnosis. An agent can ask whether a slow session was the model thinking or the Mac thermal-throttling, and get an answer grounded in what actually happened.
Raw transcripts stay behind an explicit opt-in, and detected sensitive data is masked.
Actvt reads session files that are already on your machine and scans them locally. Sensitive data detection runs entirely on-device with no network access. Remote sessions travel over your own SSH connection, are held in memory while you read them, and are never written to the local index. Plan usage bars read the quota your provider already reports using your CLI's own login, and Actvt never modifies those credentials.
Actvt is free to use. A 7-day trial unlocks everything.
| Free | Basic | Premium | |
|---|---|---|---|
| System monitoring, ports, notifications, shortcuts | ✅ | ✅ | ✅ |
| Agent session browser and transcripts | Last 72 hours | 30 days | Full history |
| On-device sensitive data detection | Within window | Within window | ✅ |
| Remote sessions over SSH (up to 3 hosts) | No | ✅ | ✅ |
| Custom Lottie menu bar icons | No | ✅ | ✅ |
| Cost and token Overview, plan usage bars, GPU menu bar | No | No | ✅ |
| MCP server, system and port tools | ✅ | ✅ | ✅ |
| MCP server, agent session tools | No | No | ✅ |
Basic is a $9.99 one-time purchase. Premium is $7.99/month billed annually.
This repository is the public release channel for Actvt. It hosts the Sparkle appcast.xml that drives in-app updates, and pricing.json, the model pricing table Actvt uses to compute session costs. The application itself is closed source and is not distributed here.
Found a bug or have a request? Open an issue.
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