Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Research mobile apps, onboarding, paywalls, and competitors with real screens, flows, and reviews.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://api.screensdesign.com/v1/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http screensdesign https://api.screensdesign.com/v1/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"screensdesign": {
"url": "https://api.screensdesign.com/v1/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"screensdesign": {
"type": "http",
"url": "https://api.screensdesign.com/v1/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://api.screensdesign.com/v1/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 screensdesign.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.1)은 42일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Give your AI agent real app screens, complete flows, and market context to work from.
The ScreensDesign MCP is a hosted server for researching mobile apps, comparing onboarding and paywalls, exploring App Store reviews, and finding visual references. Connect it to your MCP client to bring real screens, recorded flows, and market context into your research.
This public repository contains setup documentation, registry metadata, and the optional screensdesign-data companion skill. The hosted server implementation and ScreensDesign data are operated separately.
Website · Connect the MCP · Browse on skills.sh · Releases
Add this hosted endpoint to your MCP client using Streamable HTTP and sign in with your ScreensDesign account:
https://api.screensdesign.com/v1/mcp
MCP access is included with ScreensDesign Pro. See the setup page for supported clients and access details.
Claude Code
claude mcp add --transport http screensdesign "https://api.screensdesign.com/v1/mcp" --scope user
claude mcp login screensdesign
You can also open /mcp inside Claude Code to check the connection and authenticate.
Codex
codex mcp add screensdesign --url 'https://api.screensdesign.com/v1/mcp'
codex mcp login screensdesign
Cursor
Add this server to your Cursor MCP configuration:
{
"mcpServers": { "screensdesign": { "url": "https://api.screensdesign.com/v1/mcp" } } }
Complete the browser sign-in when prompted.
Authentication uses browser OAuth. If the tools do not appear after setup, refresh the MCP connection or start a new conversation. See connection troubleshooting for more detail.
The server provides tools for researching apps, screens, flows, reviews, and saved collections:
| Research task | What you get |
|---|---|
| Discover apps and competitors | Apps matched by product, category, positioning, or recorded UI, with revenue and download estimates where available. |
| Study onboarding and paywalls | Recorded screens, chronological replays, and stored flows that show how a journey unfolds. |
| Find UI references | Relevant screens across apps, focused searches within an app, and visual matches to a reference image. |
| Explore the broader app market | Competitor discovery, public app listings, and App Store reviews for researching recurring complaints and positioning. |
| Research App Store creatives | Marketing screenshots searched separately from recorded in-app screens. |
| Continue saved research | Your saved app collections and developer portfolios brought into the conversation. |
The optional screensdesign-data skill guides agents to check replay context before making claims about screen order and link findings to the supplied app, screen, or flow sources. It distinguishes observed UI from inference and treats revenue and downloads as performance signals, not proof of conversion.
With the MCP connected, ask your agent:
Compare onboarding in three high-revenue habit trackers. Show the recorded screens in order and where each paywall appears.
Find apps similar to my sleep app idea. Compare their positioning and summarize recurring complaints in their public App Store reviews.
Find paywalls that show an annual subscription as a price per day. Link to the actual screens.
Find app screens visually similar to this screenshot. Explain which layout and navigation patterns are shared.
Compare the App Store screenshot messaging of three meditation apps. Which benefits does each lead with?
Open my saved app collection and compare the onboarding patterns across its apps.
The MCP works without installing a skill. For agents that support skills, screensdesign-data adds guidance on choosing research tools, checking evidence, and citing sources.
Run this from your project root:
npx skills@latest add screensdesign-com/screensdesign-agent-skill --skill screensdesign-data
Then connect the ScreensDesign MCP. The skill provides research instructions; the MCP provides access to the data through your ScreensDesign account.
Agent-specific, global, and versioned installation
Install for specific agents without prompts:
npx skills@latest add screensdesign-com/screensdesign-agent-skill --skill screensdesign-data -a claude-code -a codex -a cursor -y
Install across your projects:
npx skills@latest add screensdesign-com/screensdesign-agent-skill --skill screensdesign-data -g
Install the exact v1.0.8 release:
npx skills@latest add https://github.com/screensdesign-com/screensdesign-agent-skill/tree/v1.0.8/screensdesign-data
Update an installed copy:
npx skills@latest update screensdesign-data
server.json describes the hosted ScreensDesign MCP server for the official MCP Registry under com.screensdesign/screensdesign. It includes the public repository, remote endpoint, display name, icon, and setup link. Registry metadata version 1.0.1 is maintained separately from the data-skill release.
Changes to this file must be published to the official MCP Registry with mcp-publisher publish after authenticating for the com.screensdesign namespace. Pushing a Git branch does not update the registry. Verify the repository field and version in the latest registry record after publishing.
The endpoint uses browser OAuth; complete sign-in in your MCP client. This repository contains the companion skill and registry metadata. The hosted server implementation and ScreensDesign data are operated separately.
The skill stays compact and loads focused guides for app research, market and review research, screen and flow research, app intelligence, and saved collections as needed.
The tool reference and response field guide document the research interface. Live MCP schemas take precedence when a tool changes.
The current data-skill release is 1.0.8. When connected, the agent checks its installed version once per conversation through get_screensdesign_skill to learn whether it is current or needs an update.
For maintainers: release process
Each release uses a semantic Git tag matching the version declared in screensdesign-data/SKILL.md. For the current release:
python3 scripts/build_release.py --write-manifest
python3 scripts/build_release.py --check --tag v1.0.8
The release manifest records immutable content and ZIP hashes. Pushing the matching tag validates the package and creates a GitHub Release with the ZIP and manifest. The hosted MCP vendors that exact package for authenticated clients to read or download through MCP resources.
MIT © 2026 ScreensDesign. The ScreensDesign name and logo are brand assets; this license does not grant trademark rights.
Built by ScreensDesign — real app screens, recorded flows, and market intelligence for your next product decision.