Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Annotates any web page with hover labels for AI assistants — zero extensions, any browser
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.
You 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": {
"ui-annotator": {
"command": "npx",
"args": [
"-y",
"@mcpware/ui-annotator"
]
}
}
}Run this in your terminal
claude mcp add ui-annotator -- npx -y @mcpware/ui-annotatorPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ui-annotator": {
"command": "npx",
"args": [
"-y",
"@mcpware/ui-annotator"
]
}
}
}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": {
"ui-annotator": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mcpware/ui-annotator"
]
}
}
}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 6, 2026
The registry name was verified with the GitHub account mcpware, 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 (0.1.6) reached the registry 8 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: Browser Use, Chrome DevTools MCP, MCP Server Browser
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
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
MCP server for browser use access
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.
English | 廣東話
Bridge the gap between what you see and what AI can reference — in any browser, zero extensions.
The only tool that puts visible labels on every web element. Hover any element, see its name. Tell your AI assistant "make the sidebar wider" — it knows exactly which element you mean. No screenshots, no CSS selectors, no miscommunication.
Dramatically improves AI-driven UI design and iteration. The pain: telling AI "move that button next to the search bar" never works because the AI can't see your page. UI Annotator fixes this — hover over any element and its component name appears as a label. Now you say "move SearchButton below NavBar" and Claude edits the right component instantly. No browser extensions, works with any framework. The workflow becomes: open page → hover to identify elements → describe changes using real component names → Claude edits → refresh and repeat. Turns a frustrating back-and-forth into a fluid design loop.
When reviewing a web UI with an AI coding assistant, the hardest part isn't the code change — it's describing which element you want changed.
"That thing on the left... the second row... no, the one with the icon..."
You don't know what it's called. The AI doesn't know what you're pointing at. You waste time on miscommunication instead of shipping.
Open your page through the annotator proxy. Hover any element — instantly see its name, CSS selector, and dimensions. Now you both speak the same language.
# Start the MCP server
npx @mcpware/ui-annotator
http://localhost:7077/localhost:3847
That's it. No browser extensions. No code changes. No setup. Works in Chrome, Firefox, Safari, Edge — any browser.
Your app (localhost:3847)
│ ▼ ┌─────────────────────┐ │ UI Annotator Proxy │ ← Reverse proxy on port 7077 │ (MCP Server) │ └─────────────────────┘ │ ▼ Proxied page with hover annotations injected │ ├──► User sees: hover overlay + tooltip with element names └──► AI sees: structured element data via MCP tools
The proxy fetches your page, injects a lightweight annotation script, and serves it back. The script scans the DOM, identifies named elements, and reports them to the MCP server. Your AI assistant queries the server to understand what's on the page.
Hover any element to see:
Click the Inspect button in the toolbar (or let your AI toggle it). In inspect mode:
The toolbar sits at the top center of the page showing:
| Tool | What it does |
|---|---|
annotate(url) | Returns proxy URL for user to open in any browser |
get_elements() | Returns all detected UI elements with names, selectors, positions |
highlight_element(name) | Flash-highlights a specific element so user can confirm |
rescan_elements() | Force DOM rescan after page changes |
inspect_mode(enabled) | Toggle inspect mode remotely |
| Browser DevTools | UI Annotator | |
|---|---|---|
| Target user | Frontend developers who know the DOM | Anyone — QA, PM, designer, junior dev |
| Learning curve | Need to understand DOM tree, CSS selectors, box model | Hover and read — zero learning |
| Communication | "The div.flex.gap-4 inside the second child of..." | "The sidebar" |
| Language | CSS/HTML technical terms | Human-readable names |
| Setup | Teach people to open DevTools + navigate the DOM | Open a URL |
| AI integration | None — AI can't see what you're inspecting | MCP — AI sees the same element names you do |
DevTools is for debugging. UI Annotator is for communication — giving humans and AI a shared vocabulary for UI elements.
None of these do what UI Annotator does — live visual labels on every element via reverse proxy:
| Tool | Approach | Why we're different |
|---|---|---|
| browser-use (82K⭐) | AI automation framework | Automates browsers, doesn't label elements for humans. Different use case entirely. |
| Chrome DevTools MCP (31K⭐) | DOM snapshot + element UIDs | AI can inspect, but humans don't see visual annotations. No shared vocabulary. |
| Playwright MCP (29K⭐) | Accessibility tree snapshot | Returns structured text, no visual overlay. Truncates important context. |
| OmniParser | Screenshot + CV detection | Screenshot-based, not live DOM. ~40% accuracy on hard benchmarks. |
| MCP Pointer (526 users) | Chrome extension + MCP | Requires Chrome extension. Human clicks to select — no hover overlay. |
| Agentation | npm embedded in your app | Requires code changes. React 18+ dependency. Not zero-config. |
| Vibe Annotations | Chrome extension | Extension-based, developer-only annotation workflow. |
| Feature | UI Annotator | MCP Pointer | Agentation | Cursor | Chrome DevTools MCP |
|---|---|---|---|---|---|
| Visual hover annotation | Yes | No | Partial | Yes (IDE only) | No |
| Shows element names | Yes | Yes | Yes | No (high-level) | Programmatic |
| Shows dimensions | Yes | Yes | Yes (Detailed) | Yes | Programmatic |
| MCP server | Yes | Yes | Yes | No | Yes |
| Zero browser extensions | Yes | No | Yes | N/A | No |
| Zero code changes | Yes | Yes | No | N/A | Yes |
| Any browser | Yes | Chrome only | Desktop only | Cursor only | Chrome only |
| Zero dependencies | Yes | Chrome ext | React 18+ | Cursor | Chrome |
| Click to copy element name | Yes | No | No | No | No |
http module@modelcontextprotocol/sdk (stdio transport)localhost:7077/localhost:3847http://localhost:3847fetch() / XMLHttpRequest interceptor (rewrites API paths through proxy)href="/..." and src="/..." attributes to route through proxy Content-Security-Policy headers to allow injected scriptid, class, semantic roles, or interactive rolesborder-radius) + positions tooltip (always within viewport)POST /__annotator/elementsGET /__annotator/commands every second for server instructions (highlight, rescan, inspect toggle)MutationObserver auto-rescans when DOM changes# Add as MCP server
claude mcp add ui-annotator -- npx @mcpware/ui-annotator
npx @mcpware/ui-annotator
| Variable | Default | Description |
|---|---|---|
UI_ANNOTATOR_PORT | 7077 | Port for the proxy server |
| Project | What it does | Install |
|---|---|---|
| [Instagram MCP](https://github.com/mcpware/instagram-mcp) | 23 Instagram Graph API tools — posts, comments, DMs, stories, analytics | npx @mcpware/instagram-mcp |
| [Claude Code Organizer](https://github.com/mcpware/claude-code-organizer) | Visual dashboard for Claude Code memories, skills, MCP servers, hooks | npx @mcpware/claude-code-organizer |
| [Pagecast](https://github.com/mcpware/pagecast) | Record browser sessions as GIF or video via MCP | npx @mcpware/pagecast |
| [LogoLoom](https://github.com/mcpware/logoloom) | AI logo design → SVG → full brand kit export | npx @mcpware/logoloom |
MIT