Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Background Windows desktop for AI agents: native GUI automation, screenshots and app testing.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account skulitom, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.11.4) reached the registry 5 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Reelsaw
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
Only the beginning is shown; read the rest in the repo