World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
Extract a visual contract from a reference page and measure an implementation against it
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
검사 3/3 통과 · 내 컴퓨터에서 실행돼요
먼저: 어떤 AI를 쓰시나요?
쓰는 앱을 고르면 아래에 단계가 나옵니다.
Claude에 연결할 수 있지만 먼저 준비가 필요해요
먼저 컴퓨터에 Node.js를 설치하세요 (한 번만) · 컴퓨터용 Claude 앱(Windows 또는 Mac)에서만 되고 웹이나 모바일은 안 돼요
SettingsDeveloperEdit Config
{
"mcpServers": {
"pixelpact": {
"command": "npx",
"args": [
"-y",
"pixelpact-mcp"
]
}
}
}pixelpact을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Claude가 pixelpact을 쓰고 있다고 하거나 답에 pixelpact 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Anthropic 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
ChatGPT는 아직 pixelpact에 연결할 수 없어요
pixelpact는 내 컴퓨터에 설치해서 쓰지만 ChatGPT는 웹에서 도는 서버만 연결할 수 있어요
A · pixelpact에 연결되는 앱 쓰기
B · 기타에서 ChatGPT에 연결되는 다른 서버
같은 분류에서 많이 쓰는 것 중 키 없이 주소만으로 연결되는 것을 골랐어요
Claude Code에 연결할 수 있지만 먼저 준비가 필요해요
먼저 컴퓨터에 Node.js를 설치하세요 (한 번만)
Mac: Command+스페이스를 누르고 Terminal 입력 · Windows: PowerShell 열기
claude mcp add --scope user pixelpact -- npx -y pixelpact-mcppixelpact이 목록에 있고 연결됨으로 보이면 돼요
pixelpact을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Claude Code가 pixelpact을 쓰고 있다고 하거나 답에 pixelpact 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Anthropic 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
Cursor에 연결할 수 있지만 먼저 준비가 필요해요
먼저 컴퓨터에 Node.js를 설치하세요 (한 번만)
pixelpact을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Cursor가 pixelpact을 쓰고 있다고 하거나 답에 pixelpact 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Cursor 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
VS Code에 연결할 수 있지만 먼저 준비가 필요해요
먼저 컴퓨터에 Node.js를 설치하세요 (한 번만)
pixelpact을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ VS Code가 pixelpact을 쓰고 있다고 하거나 답에 pixelpact 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 VS Code 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
Claude Code
claude mcp add --scope user pixelpact -- npx -y pixelpact-mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"pixelpact": {
"command": "npx",
"args": [
"-y",
"pixelpact-mcp"
]
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"pixelpact": {
"command": "npx",
"args": [
"-y",
"pixelpact-mcp"
]
}
}
}VS Code (mcp.json)
{
"servers": {
"pixelpact": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pixelpact-mcp"
]
}
}
}이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
npm: pixelpact-mcp이 서버의 연결 방식과 각 앱의 공식 문서를 바탕으로 했어요. 2026년 11월 10일 확인.
내 컴퓨터에서 실행하는 앱
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 12일 점검
레지스트리 이름이 GitHub 계정 jamalkamaladdin 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
코드 마지막 변경: 26일 전
MIT 사용
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
질문하고, 팁을 나누고, 안 되는 점을 알려 주세요. "도움이 됨"이 많은 순서예요.
아직 리뷰가 없어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 26일 전 변경됐고, 최신 버전(0.1.6)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: World Monitor, Claude Flow, Windmill
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Run Windmill scripts and flows and manage jobs, schedules, resources and variables.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your coding agent cannot see the page it just built. pixelpact measures it against the reference and hands back numbers.
A coding agent writes the CSS and says it is done. It never sees the result. Nothing hands it a number, so the loop cannot close: the agent guesses, you open the page, you send it back, it guesses again. Every round costs you the one thing the agent was supposed to save.
The same gap exists without an agent, when a teammate says a section is finished and nobody in the room has a measurement. The difference is that a person can at least look.
pixelpact reads the reference page and writes down what it actually renders: sizes, colors, spacing, typography, hover and focus states, animation keyframes, design tokens. That file is the contract. Point pixelpact at the implementation and it answers with one line per property that drifted, which is precisely what an agent can act on.
npx pixelpact extract https://reference.example.com -o contract.json
npx pixelpact check contract.json http://localhost:3000
| MCP clients | Playwright | GitHub Actions | Any framework | Figma |
|---|---|---|---|---|
| Claude Code, Cursor, anything that speaks stdio MCP | the engine it drives | one comment on the pull request | it reads the DOM, not your stack | a frame as the reference, when you want one |
*If a browser can render it, pixelpact can measure it.*
An agent that writes UI code cannot tell whether it succeeded. pixelpact-mcp gives it the measurement, so the loop closes without a person in the middle: extract the contract once, then let the agent check its own work, read the deviation list, fix, and check again.
// .mcp.json
{ "mcpServers": { "pixelpact": { "command": "npx", "args": ["-y", "pixelpact-mcp"] } } }
Tools exposed: extract_contract, check_implementation, diff_pixels, read_contract_summary.
Percy, Chromatic, Applitools, BackstopJS and Pixeleye all compare your page against a baseline that you approved earlier. That model works once the page already looks right and you want to keep it that way. While you are still building toward a design, there is no baseline to compare with, and the first run of a regression tool simply records whatever you produced.
| Visual regression tools | pixelpact | |
|---|---|---|
| Compares against | a snapshot you approved earlier | the reference design itself |
| Useful when | the UI is already correct | the UI is being built |
| First run on a new page | records, cannot judge | measures against the reference |
| Answer you get | an image diff to inspect by eye | a value per property, with a delta |
| Fits an autonomous agent | needs a human to approve the diff | the numbers close the loop |
The two models are complementary. Use a regression tool to keep a finished page finished, and pixelpact to get it finished in the first place.
| Without pixelpact | With pixelpact |
|---|---|
| ❌ A coding agent writes CSS, declares it done, and a person has to open the page to find out that it is not. | ✅ The agent calls the MCP server, reads the deviations, fixes them and checks again. No person in the middle. |
| ❌ Someone says the section is finished, you disagree, and neither of you has a number. The louder opinion wins. | ✅ Every value in the reference is asserted against your page. What failed is listed with expected, actual and the difference. |
| ❌ A regression tool has nothing to compare a brand new page against, so its first run records whatever you happened to build. | ✅ The reference is the baseline from the first minute. Nothing has to be approved before the tool is useful. |
| ❌ Hover, focus and animation values are almost never reviewed, because checking them by hand is slow and boring. | ✅ They are part of the contract, so they are measured on every run like any other value. |
| ❌ An image diff tells you that something changed and leaves you to hunt for what. | ✅ Deviations name the element, the property, the expected value and the measured one. |
| ❌ The design lives in a file nobody opens during code review. | ✅ The contract is committed JSON, so a pull request shows exactly which values moved. |
pnpm add -D pixelpact playwright
pnpm exec playwright install chromium
playwright is a peer dependency, so the browser download stays under your control and a project that already has Playwright installs nothing extra. Node 22.12 or newer is required.
1. Extract the contract from the reference.
npx pixelpact extract https://reference.example.com \
--selector "main" \ --viewport desktop,mobile \ --screenshots .pixelpact/shots \ -o contract.json
2. Measure your implementation.
npx pixelpact check contract.json http://localhost:3000 --viewport desktop
3. Fix what it reports, then run it again. The command exits 0 when everything is inside tolerance and 1 when it is not, so it drops straight into a script or a CI job.
A contract is plain JSON, readable and diffable, with no proprietary format and no service behind it.
{
"version": 1, "source": { "type": "url", "value": "https://reference.example.com" }, "root": "main", "extractedAt": "2026-09-06T01:20:44.812Z", "viewports": [{ "name": "desktop", "width": 1440, "height": 900 }], "tokens": { "--brand-600": "rgb(11, 114, 133)" }, "keyframes": { "fade-up": [{ "offset": "0%", "css": "opacity: 0" }] }, "byViewport": { "desktop": { "documentHeight": 4218, "elements": [ { "selector": "main > header > a.cta", "tag": "a", "text": "Get started", "box": { "x": 120, "y": 32, "w": 148, "h": 44 }, "styles": { "background-color": "rgb(11, 114, 133)", "font-size": "16px", "border-radius": "8px" }, "hover": { "background-color": "rgb(8, 90, 105)" }, "focus": { "outline": "2px solid rgb(11, 114, 133)" } } ] } } }
Because it is a file, you can commit it, review it in a pull request, hand it to another developer, or hand it to an agent.
pixelpact check FAILED
target http://localhost:4173/impl.html reference http://localhost:4173/ref.html viewport desktop 1440x900 elements 14 matched, 0 missing of 14 checks 1056 passed, 10 failed (99.1% of 1066)
deviations (10) SELECTOR PROPERTY EXPECTED ACTUAL DIFF body > main > h1 font-size 48px 44px 4px body > main > a box.width 117.75px 109.75px 8px body > main > a padding-right 24px 20px 4px body > main > a padding-left 24px 20px 4px body > main > a background-color rgb(11, 114, 133) rgb(37, 99, 235) 60.1 (color) body > main > a border-top-left-radius 8px 4px 4px body > main > a border-top-right-radius 8px 4px 4px body > main > a border-bottom-left-ra... 8px 4px 4px body > main > a border-bottom-right-r... 8px 4px 4px body > main > a focus.outline rgb(11, 114, 133) s... rgb(37, 99, 235) so... differs
That is a real run against two copies of one page with four declarations changed. Four edits produce ten measured deviations, because padding moves the box width and one border-radius shorthand sets four corners. Run the same check against the reference itself and all 1066 assertions pass, which is the property that matters: a passing check has to mean something.
Add --json to get the same report as a data structure, which is what CI jobs and agents read.
check says which values moved. diff says how many pixels moved. Neither tells a person where to look. side splits both pages into sections, puts them next to each other, and boxes what differs.
npx pixelpact side https://reference.example.com http://localhost:3000 --widths 1440,390
# SECTION WIDTH VERDICT DIFF
01 hero 1440px PASS 0.000% 02 features 1440px FAIL 0.675% .pixelpact/side/1440/02-features.png 03 pricing 1440px PASS 0.000% 04 foot 1440px FAIL 1.265% .pixelpact/side/1440/04-foot.png
That is a real run against the two files in examples/side, which are copies of one page where the card gap and the corner radius were changed. Reproduce it with:
npx pixelpact side "file://$PWD/examples/side/reference.html" \
"file://$PWD/examples/side/implementation.html" --widths 1440
This is the command to run before telling anyone that a page is finished.
Contract from the reference
Reads the page you are building toward and writes down every value it renders. Nothing to approve first. Numbers, not opinions
Each deviation carries the expected value, the measured value and the difference between them. States, not just layout
Interactive elements are hovered and focused, and only the properties that actually change are stored.
Tokens and keyframes
Custom properties on the root element and named animation keyframes travel inside the contract. Pixel comparison
When every value passes and it still looks wrong, compare the screenshots and get a percentage. Agent ready
An MCP server exposes the same measurements, so a coding agent can close its own loop.
Pull request checks
A composite Action runs the check and keeps one comment on the pull request up to date. Plain JSON
The contract is a file you can read, diff and review. No service, no account, nothing to log into. Framework agnostic
It measures the rendered DOM, so React, Vue, Svelte and hand written HTML are all the same to it.
| Command | What it does