Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
See any site as it looks on a real iPhone, iPad or MacBook — and drive that window over MCP.
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.
Your choice stays on this device in a cookie; no account needed.
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 7, 2026
The registry name was verified with the GitHub account ccustomai, 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 (1.14.0) reached the registry 2 months 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, EmbeddedCI BenchPod
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 BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
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.
See any website the way it looks on a real phone — and let an AI agent see it too.
A real browser inside pixel-accurate device frames: iPhone, iPad, Android, MacBook. Ships as a Windows app, a Mac app and a VS Code extension, with an MCP server so your AI assistant looks at the same window you do, over the Model Context Protocol.
If you have ever wanted to *view a site as on mobile*, *preview responsive design on a real device frame*, or *give an AI agent eyes on your own browser window* — that is what this is.
ccustom.ai/view · by Custom AI
Chrome's device toolbar resizes a viewport. It does not give you a phone, and it does not give an agent anything to look at.
Custom AI View does three things nothing free does together:
X-Frame-Options and CSP, rewrites @media (hover) and env(safe-area-inset-*), renames __Host- cookies so logins survive, and terminates the self-signed TLS your dev server uses.custom_ai_view_open open a URL on a given device
custom_ai_view_wait wait for an element, or for loading to finish custom_ai_view_screenshot the live window — and it says so when it is not custom_ai_view_find elements by selector or visible text, with real visibility custom_ai_view_click tap something custom_ai_view_type type into a field, optionally submitting on Enter custom_ai_view_key Enter, Escape, Tab, arrows custom_ai_view_scroll the page, or one scroller inside it custom_ai_view_inspect markup, computed styles, box, ancestry custom_ai_view_tree walk the DOM a level at a time custom_ai_view_edit change the live page; survives reload; revert undoes it custom_ai_view_console page output *and* the browser's own messages, with ages custom_ai_view_back go back without losing SPA state custom_ai_view_record screen recording with no fixed length custom_ai_view_record_clip a clip of fixed length, when the length is known custom_ai_view_collect screenshot + markup + console + selection, in one folder custom_ai_view_state what is open now: address, device, viewport, selection custom_ai_view_set_device change the device without losing the page custom_ai_view_devices the catalogue, with points, pixels and millimetres custom_ai_view_reload normal, hard, or clearing the cache first custom_ai_view_edits every live edit currently in force custom_ai_view_revert put one of them back, or all of them custom_ai_view_library what has been captured, filed by site
Every tool takes a window argument, so a phone and an iPad can be driven side by side.
Windows app — download CustomAIView.exe from Releases, run it, and pin it. No dependencies; it needs Chrome or Edge installed. To put the branded shortcut on your desktop: node scripts/make-launcher.js.
Mac app — download CustomAIView-macos-arm64.zip (Apple silicon) or -x64.zip (Intel) from the same page, unzip it into /Applications and open it. It needs Chrome or Edge installed. The bundle is signed ad-hoc rather than notarised, so the first launch is right-click → Open — or, once:
xattr -dr com.apple.quarantine "/Applications/Custom AI View.app"
VS Code extension — download the .vsix from Releases and code --install-extension custom-ai-view- .vsix, then reload the window.
For your AI assistant — the server speaks MCP over stdio, so any MCP client takes the same block:
{
"mcpServers": { "custom-ai-view": { "command": "node", "args": [" /mcp/server.js"] } } }
In VS Code, Custom AI View: Show MCP Server Setup hands you that block with the path already filled in. The MCP server starts the app itself if it is not running, so an agent never has to ask a human to open something first.
node scripts/build-exe.js # dist/CustomAIView(.exe) (Node SEA, ~82 MB)
node scripts/build-mac-app.js # dist/Custom AI View.app + a zip (macOS only) node scripts/make-launcher.js # desktop shortcut with the icon (Windows only) npm run package # the .vsix
The single executable is a copy of the node binary it was built with, so a Mac build needs a Mac. .github/workflows/release.yml builds all three on a tag — Apple silicon, Intel and Windows — and attaches them to the release.
A MacBook lid is one sheet of black glass with a hairline of anodised edge, its chin three times its forehead, and its notch cut into the menu bar — where a browser window never reaches, so it is never a black rectangle over your site.
Dev servers are not guessed from a list of usual ports. The app asks the operating system what is listening, then asks each port whether it serves pages — and shows the site's own title and icon. The one on 8899 above is on no list of usual ports.
| iPhone 16 Pro — 402 × 874 pt, @3x, 67 × 145 mm, safe area 62/34 | iPad Pro 11" (M4) — the same engine, the same proxy, the same session |
env(safe-area-inset-bottom) still reports 34.screenshots/, recordings/, logs/ and code/, plus a one-button "save everything about this page".itms-appss:// and friends — the frame says so instead of going white.Proprietary. See LICENSE. You may use it; you may not redistribute it, fork it, rebrand it, or present any part of it as your own. "Custom AI", "Custom AI View" and the C mark are trademarks of Custom AI.
For permission: contact@ccustom.ai
Read this in Russian · © 2026 Custom AI · https://ccustom.ai