Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Your AI works in Adobe After Effects and proves what it did: change reports, pixel proofs, QC.
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.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
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 7일 점검
레지스트리 이름이 GitHub 계정 ConformLabs 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
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
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.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.4.1)은 13일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Starreel
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Surehand MCP lets the AI app you already use work inside Adobe® After Effects®, and shows you what it did. It is for motion designers, finishing artists and technical directors who can't deliver on "the AI says it's done". Every edit is one undo step and comes back with an exact list of what changed. Structural changes come with pixel proof that the picture didn't change. Deliveries are checked against your own spec, templates are pushed through worst-case inputs, and every version built from data is checked row by row. Verified, not trusted.
.pkg for Mac, signed Setup.exe for Windows. No administrator rights, no account. Free and open source (MIT).It doesn't generate images and ships no presets or canned looks. It works on your project, by your rules, and measures the result.
AI app ──MCP──> surehand-ae server (Node, on your computer) ──localhost──> Surehand panel (CEP, inside After Effects) ──> ExtendScript
Four short demos, recorded on Surehand 1.4.1 and After Effects 2026. Long waits are cut and marked on screen; nothing is sped up. All four as a playlist, or on conformlabs.co/surehand.
Real requests, in your words. The AI picks the tool; the tool does the measuring.
| You ask | The tool |
|---|---|
| "Check Endcard against our broadcast spec before I send it." | ae_preflight: the comp and the rendered file against your delivery spec, with timecoded findings |
| "Stress-test the lower third with long German names and Arabic." | ae_stress_test: worst-case inputs through every control, each result measured, your comp left untouched |
| "Un-precompose Logo_Lockup and prove nothing changed." | ae_precomp_surgery: rehearsed on a scratch copy, applied only when the pixels match |
| "Why does this render slowly? Speed it up only where the picture stays identical." | ae_render_profile: a timeline cost map, then speed-ups kept only when proven identical |
| "Split the render across 3 processes and prove every frame is there." | ae_farm: chunks, aerender scripts, a local parallel run and a completeness check |
| "Make a version of Score Card for every row of scores.csv, and check each one before you queue them." | ae_versions_from_data: one undo step, every row read back and measured |
| "Export the texts for the Hebrew and French translators. When they come back, fit them: tracking down to -40, never below 36 px." | ae_localize: CSV or XLIFF out, a checked version per language back in |
| "Make a 9:16 of Promo. Logo pinned 80 px from the top, titles inside title-safe." | ae_reformat: your rules, checked on every frame |
| "I inherited this project. What does the render queue actually pull in, and what's fragile?" | ae_project_xray: a read-only explanation, with precise locations |
| "What changed between v11 and v12?" | ae_project_history: snapshots and a readable diff |
Everyday edits work the same way: comps, layers, keyframes at Graph Editor precision, expressions, effects, text, masks, 3D, audio, footage, Essential Graphics and render settings, plus any After Effects script when no tool fits. See the full tool list.
[Download the latest release](https://github.com/ConformLabs/surehand-mcp/releases/latest)
| Your setup | Download |
|---|---|
| Mac | Surehand-MCP- .pkg (signed and notarized) |
| Windows | Surehand-MCP-Setup- .exe (signed) |
| Claude Desktop only | Surehand-MCP.mcpb |
| Setups the installers don't cover | Surehand-MCP- .zip (Mac and Windows scripts; open START HERE.txt) |
Nothing else is needed: the .pkg and Setup.exe include Node.js 24, the .mcpb uses Claude Desktop's built-in Node.js, and the zip's installer downloads Node.js if it is missing.
Step-by-step setup guides for each AI app: Claude, ChatGPT and Codex, Cursor, VS Code, Windsurf, LM Studio.
Surehand-MCP- .pkg and follow the steps. No administrator password: everything goes into your own home folder. Windows: run Surehand-MCP-Setup- .exe. It installs per user, with no administrator rights.Both installers put a private Node.js 24, the server and the After Effects extension on your computer, connect the AI apps they find, and write the Surehand skills for them (see The installer).
The bridge starts with After Effects; nothing needs to be opened. To see it, open Window > Extensions > Surehand MCP. A green dot means connected. The panel shows the latest calls, the permission mode and Pause AI.
Then ask your AI app something simple:
*"Check After Effects is connected, then make a 1080p comp with an animated title and show me frame 1."*
If something is off, the panel's ☰ › Test the connection (or surehand-ae selftest) says what and how to fix it.
.mcpb)Double-click Surehand-MCP.mcpb and click Install in Claude Desktop, then restart After Effects once. On first start the server installs its After Effects extension by itself. Use either the .mcpb or an installer for Claude Desktop, not both.
The same installer as double-click scripts, for setups the installers don't cover:
Surehand-MCP/
START HERE.txt
Double-click 1. Install in 2. Mac or 3. Windows, then restart After Effects once. With After Effects open, 2. Test Installation checks everything. START HERE.txt (from installer/START HERE.txt) has the same steps in plain language, including what to do if macOS Gatekeeper or Windows SmartScreen blocks the files.
What every installer (.pkg, Setup.exe, or 1. Install from the zip) does:
.pkg / Setup.exe put in ~/.surehand/node; the zip's scripts use the Node.js on your PATH, or download a private Node.js 22 LTS into ~/.surehand/node (checksum-verified)~/.surehand/ae/server/surehand-ae.mjs (one self-contained file)PlayerDebugMode)~/.surehand/ae/config.json with a random access tokensurehand-ae, with the AI apps it finds: Claude Desktop, Claude Code, ChatGPT desktop / Codex (~/.codex/config.toml, created if the ChatGPT or Codex app is installed), Cursor, VS Code (its user mcp.json, used by GitHub Copilot's Agent mode), Windsurf / Devin Desktop (~/.config/devin/mcp_config.json, %APPDATA%\devin on Windows, and Windsurf's ~/.codeium/windsurf/mcp_config.json while that folder is there) and LM Studio (~/.lmstudio/mcp.json). Before a config file is changed, a timestamped backup is made next to it (*.surehand- .bak, the newest three are kept); the very first original also stays as *.surehand.bak. If Claude Desktop is open it offers to restart it, because a running Claude Desktop overwrites its config fileThe server also checks the After Effects extension every time it starts and installs or updates it if needed.
To uninstall: double-click 4. Uninstall from the zip, or run surehand-ae uninstall (and remove the .mcpb in Claude Desktop > Settings > Extensions if you used it). Checkpoints are kept unless you pass --all.
Four Agent Skills teach the AI how to work with Surehand well:
surehand-ae: the basics. Check the connection, read before editing, confirm each edit with its change report, look at the result, never work around a refusal, plus the ExtendScript traps seen live.surehand-ae-delivery: preflight against your own delivery spec, stress tests, versions from data checked row by row, the localization round trip, farm renders.surehand-ae-safe-restructure: structural edits and render speed-ups with pixel proof.surehand-ae-timing-layout: exact keyframes, easing, measured alignment and reformats.The source is skills/ in this repo.
~/.claude/skills/ (Claude Code; Cursor and VS Code read it too) and ~/.agents/skills/ (ChatGPT desktop / Codex, Cursor, VS Code, Windsurf / Devin Desktop); %USERPROFILE% on Windows. A folder is written only when one of those apps is on the computer (or the folder is there already). Only the four surehand-ae* folders are written, replaced on update and removed on uninstall; other skills are never touched.~/.surehand/ae/skills, one zip per skill). claude.ai takes the s앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요