Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Control real, physical iPhones with AI: screen reading, human-like touch, no jailbreak.
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.
ICEMOON_APP, ICEMOON_DASHBOARD_URLYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"automation-studio": {
"command": "npx",
"args": [
"-y",
"icemoon-mcp"
],
"env": {
"ICEMOON_APP": "your-value",
"ICEMOON_DASHBOARD_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add automation-studio --env ICEMOON_APP=your-value --env ICEMOON_DASHBOARD_URL=your-value -- npx -y icemoon-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"automation-studio": {
"command": "npx",
"args": [
"-y",
"icemoon-mcp"
],
"env": {
"ICEMOON_APP": "your-value",
"ICEMOON_DASHBOARD_URL": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"automation-studio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"icemoon-mcp"
],
"env": {
"ICEMOON_APP": "your-value",
"ICEMOON_DASHBOARD_URL": "your-value"
}
}
}
}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.
Your choice stays on this device in a cookie; no account needed.
ICEMOON_APP envICEMOON_DASHBOARD_URL envThese 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 7, 2026
The registry name was verified against the domain icemoon.app (the registry checks domain ownership)
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 (1.0.1) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Systemdox
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.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
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.
Give your AI hands. Icemoon exposes physical iPhones to Claude (and any MCP-compatible client) through a local Model Context Protocol server. The AI reads the device screen, plans multi-step tasks, and executes them with human-like touch — on stock iOS, no jailbreak.
This repository is the official documentation and integration reference for the MCP server that ships inside the Icemoon app. The server itself is bundled with the app (commercial, closed source); everything you need to connect it to your MCP client is documented here.
Website: icemoon.app · MCP overview: icemoon.app/mcp · Install guide: icemoon.app/install
┌────────────┐ MCP (stdio) ┌──────────────────┐ USB ┌────────────┐
│ Claude │ ◄─────────────────► │ Icemoon MCP │ ◄──────────► │ iPhone(s) │ │ (or any │ │ server + app │ │ stock iOS │ │ MCP client)│ │ on your Mac │ │ │ └────────────┘ └──────────────────┘ └────────────┘
automation-studio) in ~/Library/Application Support/Claude/claude_desktop_config.json automatically, with its bundled Python runtime — nothing to install by hand.Ask something like:
*Open Settings on my iPhone, turn on Do Not Disturb, and verify it stuck.*
icemoon-mcp is a tiny launcher: it finds the installed Icemoon app and hands stdio to the server bundled inside it. No Python to install, no paths to look up.
{
"mcpServers": { "icemoon": { "command": "npx", "args": ["-y", "icemoon-mcp"] } } }
The launcher itself is MIT-licensed and has zero dependencies — read it, it is about a hundred lines. It does nothing on its own: the Icemoon app must be installed and licensed, otherwise it prints where to get it and exits.
If an AI agent is doing the setup for you, point it at llms-install.md — the prerequisites to check, the config to write, and what each failure message means.
| Variable | Default | Purpose |
|---|---|---|
ICEMOON_APP | /Applications/AutomationStudio.app | Path to the app bundle, if installed elsewhere |
ICEMOON_DASHBOARD_URL | http://127.0.0.1:8088 | Where the running Icemoon app listens |
If you would rather not go through npm, any MCP client can run the bundled server directly — point it at the bundle's runtime and script:
{
"mcpServers": { "automation-studio": { "command": "/Applications/AutomationStudio.app/Contents/Resources/mcp_python/bin/python3", "args": ["/Applications/AutomationStudio.app/Contents/Resources/mcp_server.py"], "env": { "DASHBOARD_URL": "http://127.0.0.1:8088", "PYTHONPATH": "/Applications/AutomationStudio.app/Contents/Resources/mcp_libs" } } } }
Notes:
DASHBOARD_URL is the local Icemoon dashboard (default port 8088); the app must be running.claude_desktop_config.json.53 tools across eight groups — full reference with parameters in docs/tools.md. The same list is published as a machine-readable server card.
| Group | Tools | What the AI gets |
|---|---|---|
| Devices & session | list_devices connect_device disconnect_device device_status get_metrics | Discover running devices, pooled connections, per-call port= targeting |
| Screen understanding | get_visible_elements identify_screen get_screen_info get_screen_map get_element_at_position find_by_id find_by_label get_nav_map screenshot_save | Structured UI reading — elements, screen fingerprints, app navigation maps |
| Touch & input | tap tap_by_id tap_by_label tap_relative double_tap touch_hold swipe swipe_relative scroll pinch type_text smart_type keyboard_dismiss press_button | Human-like gesture synthesis; typing through the real iOS keyboard |
| Apps & navigation | open_app kill_app get_app_list navigate_to wait_for_screen | navigate_to walks to a target screen in one call: detect → path → execute → verify |
| Batching & plans | run_batch sleep_delay foreach_elements plan_create plan_add_step plan_update_step plan_get | Whole action sequences in one round-trip; live plan progress on the dashboard |
| Device state | lock_device unlock_device set_location pasteboard_get pasteboard_set video_record set_action_recording | Lock/unlock, clipboard, screen recording, simulated GPS, action recording |
| Scheduling & scripts | schedule_task list_scheduled_tasks delete_scheduled_task list_saved_scripts | Fire saved automations later, on a calendar, across the fleet |
| Utilities | http_request get_2fa_code | Fetch external data mid-task (SSRF-safe URL validation); generate TOTP codes for sign-in flows |
127.0.0.1; devices are attached over USB.http_request validates URLs and blocks private-network targets.Is this open source? The docs, examples, and manifest in this repo are MIT. The server ships inside the commercial Icemoon app.
Does it work without the Icemoon app? No — the MCP server is the AI-facing surface of the app's automation engine.
Android? No, iOS only. That focus is where the human-like input and no-jailbreak setup come from.
Which plans include it? Farm and Scale — see pricing.
icemoon-mcp on npm*Icemoon — automate real iPhones with human-like touch, from your Mac, no jailbreak.*