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)
Background Windows desktop for AI agents: native GUI automation, screenshots and app testing.
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 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
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。
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 skulitom 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(0.11.4)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 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Recta
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.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
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。
Computer-use agents that drive your Windows desktop take over your mouse and keyboard; Anode gives them their own desktop instead. Anode is a Windows MCP server and CLI for computer use, GUI automation and UI testing. Claude Code, Codex or another local (stdio) MCP client gets a hidden Windows session with its own screen, pointer and keyboard focus, called the *seat*. The agent drives native apps and headed browsers and takes screenshots while you keep working in yours.
Recorded inside the seat with Anode 0.11.0, from real MCP tool calls. Idle time between calls is cut, and the nine clicks, which took 0.4 s, are shown four times slower.
Before you start: Anode needs Windows 10/11 Pro, Enterprise or Education (not Home) on x64, and administrator rights once, for anode setup. On a managed work PC, a policy that blocks unsigned programs or keeps Remote Desktop off will stop it; see exactly what setup changes.
In PowerShell, run the first line, then open a new terminal for the next two:
iwr -UseBasicParsing https://github.com/skulitom/Anode/releases/latest/download/install.ps1 -OutFile install.ps1; powershell -NoProfile -ExecutionPolicy Bypass -File .\install.ps1
anode setup | Out-Host # in a NEW terminal: one administrator prompt, once per machine anode configure | Out-Host # registers Anode with the Claude Code and/or Codex CLIs on your PATH
anode setup can restart Remote Desktop Services, which disconnects any Remote Desktop session to this PC, so run it at the machine itself. If you sign in to Windows only with a PIN or Windows Hello, the seat needs your Windows password to sign in, and Windows may ask for it again when you create another seat: see sign-in.
Restart your agent session and ask it:
Use Anode to open Notepad in the background seat, type "Hello from Anode", and show me a screenshot.
Keep the viewer hidden and leave my main desktop available.
See Install for custom locations and offline installs, or other ways to install for Scoop and the Claude Code plugin.
Good to know: the seat is a Windows child session running as your user: desktop isolation, not a security sandbox. Ctrl+Alt+Shift+K stops it (if another program holds that shortcut, use Stop seat in the viewer or anode kill). Unsigned builds may trigger SmartScreen. No telemetry.
anode show opens the viewer and anode hide closes it. Ctrl+Alt+Shift+K or anode kill signs the seat out and closes every application in it, including unsaved work.--audio, set when Anode starts, agents can record what plays in the seat, such as a browser or a game, and play short 16-bit PCM WAV clips. This also sends seat sound to your speakers. See audio.In use: haltere, the author's research project in which a fruit-fly connectome flies an FPV drone in a racing simulator, runs the game, its capture and its virtual gamepad in Anode's seat. With HidHide installed, Anode keeps the gamepad inside the seat (haltere checks anode gamepad state), so flights continue while the user plays on the main desktop. See haltere's game setup.
The seat is a Windows *child session*: a second session for your own account, created by Windows' built-in loopback Remote Desktop feature. It has its own pointer and focus; adding a virtual monitor to your current session does not. The seat runs as your Windows user and shares your files, account and network. This is desktop isolation, not a security sandbox. Virtual gamepads stay in the seat only with HidHide installed. See security and isolation.
Requires: Windows 10/11 Pro, Enterprise or Education, or Windows Server with a Remote Desktop host. The release targets x64; ARM64 is not validated. Windows Home is unsupported. Release builds include .NET; you do not need an SDK or runtime. ViGEmBus is optional.
Run in an ordinary PowerShell terminal:
Invoke-WebRequest -UseBasicParsing https://github.com/skulitom/Anode/releases/latest/download/install.ps1 -OutFile install.ps1
powershell -NoProfile -ExecutionPolicy Bypass -File .\install.ps1
The installer verifies the release archive's SHA-256 checksum, installs to %LOCALAPPDATA%\Programs\Anode, adds that folder to your user PATH and adds Anode to the Start menu, where opening it shows the viewer, and to Installed apps, where you can uninstall it. Open a new terminal afterward. Machine setup and agent registration are separate steps below.
Prefer portable? Download the ZIP, extract the entire folder, and use .\anode.exe in place of anode. Builds are currently unsigned; Windows may show a SmartScreen warning. Custom locations, offline installation, updates and removal →
Both still need the one-time anode setup below; plugin users skip anode configure for Claude Code.
scoop bucket add anode https://github.com/skulitom/Anode, then scoop install anode/anode. Run anode quit and close MCP clients using Anode before scoop update anode.anode already on your PATH (the installer above or Scoop), run /plugin marketplace add skulitom/Anode, then /plugin install anode@anode inside Claude Code. It registers the MCP server and the anode-desktop skill but does not install anode.exe. Use it or anode configure claude, not both; see Claude Code.anode doctor | Out-Host # reports prerequisites; no changes
anode setup | Out-Host # one administrator prompt, once per machine anode configure | Out-Host # detects installed Codex / Claude Code CLIs
setup enables Remote Desktop and child sessions. It adds no firewall rules, but can restart Remote Desktop Services and disconnect existing RDP sessions. See exactly what changes.
configure backs up client settings, registers Anode by absolute path, sets a 420-second tool timeout, and installs the discoverable anode-desktop skill. Use anode configure codex or anode configure claude to choose one client, or add --no-skill for MCP registration alone. Installed the Claude Code plugin? It already registers Anode and the skill there, so skip anode configure, or run anode configure codex to add Codex only. Restart your agent session to load the tools. Claude Desktop: add Anode to its config. VS Code, Cursor and other clients: Connecting agents.
Start and check the background seat:
anode start --hidden | Out-Host
anode capabilities | Out-Host
If Windows Hello/PIN sign-in prevents automatic login, choose Sign in… from the Anode tray icon (or the viewer's header) to request the Windows credential dialog. When starting Anode, you can also use anode start --sign-in. See sign-in troubleshooting.
Then ask your agent:
Use Anode to open Notepad in the background seat, type "Hello from Anode", and show me a
screenshot. Keep the viewer hidden and leave my main desktop available.
Or work through the CLI:
$env:ANODE_AGENT_ID = 'my-cli-task'
$lease = anode lease acquire | Out-String | ConvertFrom-Json if ($LASTEXITCODE -ne 0) { throw 'Desktop acquisition failed.' } $env:ANODE_LEASE_TOKEN = $lease.leaseToken anode exec --cwd C:\project --wait 1000 -- dotnet build | Out-Host anode windows | Out-Host anode shot seat.png | Out-Host anode lease release | Out-Host
PowerShell users: piping to Out-Host (or Out-String) makes PowerShell wait for this GUI executable and
只显示了开头部分;其余内容请在仓库中阅读