Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Your AI works in Adobe After Effects and proves what it did: change reports, pixel proofs, QC.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Descargar el archivo .mcpb del creador
El enlace lleva al archivo del propio creador; no lo alojamos ni lo reempaquetamos. Abre el archivo y Claude Desktop lo instalará.
Ejecuta esto en tu terminal
Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub ConformLabs, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (1.4.1) llegó al registro hace 13 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas MCPB en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Microsoft Exchange Online MCP
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Exchange Online admin for MSPs: forwarding audits, EWS posture and offboarding, no PowerShell
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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 sSolo se muestra el principio; lee el resto en el repo