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)
MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright
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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"playwright-spatial-layout": {
"command": "npx",
"args": [
"-y",
"playwright-spatial-layout-mcp"
]
}
}
}Run this in your terminal
claude mcp add playwright-spatial-layout -- npx -y playwright-spatial-layout-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"playwright-spatial-layout": {
"command": "npx",
"args": [
"-y",
"playwright-spatial-layout-mcp"
]
}
}
}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": {
"playwright-spatial-layout": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"playwright-spatial-layout-mcp"
]
}
}
}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 7, 2026
The registry name was verified with the GitHub account vola-trebla, 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 (0.2.0) reached the registry 6 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.
An MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright.
AI agents can read the DOM and know a button exists — but they can't see that it's hidden under a sticky header, pushed off-screen by a broken CSS rule, or overlapping another element on mobile. This MCP fixes that by exposing real bounding box mathematics from a live browser.
When an AI agent analyzes a Playwright test failure, it reads the accessibility tree:
_"The Submit button exists in the DOM. It has role=button. It is visible."_
What it cannot see:
y: 1450px — below the fold on mobileplaywright-spatial-layout-mcp gives the agent coordinates, intersection ratios, and layout shift data so it can reason about the rendered page — not just the markup.
extract_bounding_boxesReturns position, size, z-index, and viewport visibility for one or more elements.
{
"url": "https://your-app.com", "selectors": ["header", ".hero-cta", "footer"], "viewport": { "width": 375, "height": 812 } }
[
{ "selector": ".hero-cta", "box": { "x": 16, "y": 892, "width": 343, "height": 48 }, "z_index": "auto", "is_visible": true, "is_in_viewport": false } ]
detect_visual_occlusionChecks if one element physically overlaps another by computing bounding box intersection.
{
"url": "https://your-app.com", "target_selector": ".checkout-button", "overlay_selector": ".cookie-banner" }
{
"is_occluded": true, "intersection_ratio": 0.61, "occluded_area_px": 4128 }
verify_spatial_relationshipsValidates a set of layout rules and returns pass/fail with a human-readable reason per rule.
Supported rule types: left_of · right_of · above · below · contains · not_overlapping
{
"url": "https://your-app.com", "rules": [ { "type": "above", "element_a": "nav", "element_b": ".hero" }, { "type": "not_overlapping", "element_a": ".sidebar", "element_b": ".main-content" } ] }
{
"passed": false, "results": [ { "passed": true, "reason": "'nav' bottom (64px) is above '.hero' top (64px)" }, { "passed": false, "reason": "'.sidebar' and '.main-content' overlap by 12%" } ] }
compute_viewport_reflowMeasures how element positions and sizes change across multiple viewport sizes.
{
"url": "https://your-app.com", "selectors": ["nav", ".hero", ".cta-button"], "viewports": [ { "width": 375, "height": 812 }, { "width": 768, "height": 1024 }, { "width": 1280, "height": 720 } ] }
[
{ "selector": ".cta-button", "shifted": true, "max_delta_x": 442, "max_delta_y": 318, "max_delta_width": 897, "max_delta_height": 0 } ]
npx playwright-spatial-layout-mcp
Or install globally:
npm install -g playwright-spatial-layout-mcp
npx playwright install chromium
{
"mcpServers": { "playwright-spatial-layout-mcp": { "command": "npx", "args": ["-y", "playwright-spatial-layout-mcp"] } } }
_"Check if the cookie banner is blocking the checkout button on mobile (375px viewport)"_
_"Verify that the navigation is above the hero section and the sidebar doesn't overlap the main content"_
_"Show me which elements shift the most when resizing from desktop to mobile"_
_"Is the promotional modal covering the primary CTA on iPad viewport?"_
MIT © vola-trebla