Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
AI-cull, edit and export RAW photos locally with the imagic desktop app, from any MCP client.
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.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://mcp.imagic.ink/mcpEjecuta esto en tu terminal
claude mcp add --transport http imagic https://mcp.imagic.ink/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"imagic": {
"url": "https://mcp.imagic.ink/mcp"
}
}
}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.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"imagic": {
"type": "http",
"url": "https://mcp.imagic.ink/mcp"
}
}
}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.
ChatGPT solo se conecta a servidores en internet:
https://mcp.imagic.ink/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
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.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
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 Lukefen31, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
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 la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (1.4.4) llegó al registro hace 36 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, 御府和田玉 在售作品查询
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.
Live in-stock Hetian jade from Yufu, Shanghai: prices, monthly price guide, book a viewing.
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.
The first photo editor with a built-in MCP server.
imagic is a desktop photo editor for Windows and macOS with AI culling, a full non-destructive editor, and style learning. Its MCP (Model Context Protocol) server is built into the app, so Claude Code, Claude Desktop, Cursor, Codex, GitHub Copilot, or any other MCP client can drive the whole pipeline: scan a shoot, cull it, edit it in your style, and export the keepers. Everything runs locally on your machine.
This repository is the documentation and setup reference for that server. The server itself ships inside the imagic desktop app; there is no separate server source here.
Once connected, the agent calls the same actions you would trigger by hand in the app. Things you can actually say:
Edits land as non-destructive adjustments in imagic's edit history, the same as manual edits. Nothing overwrites your originals unless you explicitly export.
The server is the imagic app itself, started with --mcp. There is no pip package and no separate imagic-mcp command in the packaged app; point your client at the installed binary:
C:\Program Files\imagic\imagic.exe/Applications/imagic.app/Contents/MacOS/imagicPer-client setup for fourteen clients (config file locations, the right config key for each) is at imagic.ink/mcp/setup.
claude mcp add imagic -- "C:\Program Files\imagic\imagic.exe" --mcp
On macOS:
claude mcp add imagic -- /Applications/imagic.app/Contents/MacOS/imagic --mcp
Add this to the client's MCP config (claude_desktop_config.json for Claude Desktop):
{
"mcpServers": { "imagic": { "command": "C:\Program Files\imagic\imagic.exe", "args": ["--mcp"] } } }
On macOS use "command": "/Applications/imagic.app/Contents/MacOS/imagic" with the same "args": ["--mcp"].
codex mcp add imagic -- "C:\Program Files\imagic\imagic.exe" --mcp
Or in ~/.codex/config.toml:
[mcp_servers.imagic]
command = 'C:\Program Files\imagic\imagic.exe' args = ["--mcp"]
GitHub Copilot and any other MCP-compatible client work the same way: a local stdio server whose command is the imagic binary with --mcp.
| Tool | What it does | Say this |
|---|---|---|
scan_directory | Index a folder of RAWs and JPEGs into the library. | "Scan D:/Shoots/june-wedding and tell me what's inside." |
list_photos | List photos with their scores, filtered by status, a page at a time. | "List everything you kept in this shoot." |
get_photo | Pull one photo's full record, scores and metadata. | "What did the analysis say about _MG_2041.CR3?" |
get_library_stats | Shoot-level counts, keep rates, and cull progress. | "How far through culling this shoot am I?" |
analyze_photos | Score sharpness, exposure, noise, composition, and detail. Flags duplicates and bursts. | "Score everything and flag the keepers." |
set_photo_status | Override one photo's decision: keep, trash, or back to undecided. Trash never deletes files. | "Keep number 12, trash 15." |
reselect_photos | Re-rank keepers instantly, no re-analysis. Top-N portfolio mode. | "Actually, just keep the best 150." |
check_score_freshness | Report how many stored scores came from an older AI scorer. | "Are any of these scores out of date?" |
reanalyze_stale_photos | Re-score only the photos an older scorer judged; your manual picks are left alone. | "Re-score the stale ones." |
apply_adjustments | Exposure, color, crop, the full adjustment set, per photo or in batch. | "Lift the shadows a touch on the ceremony set." |
list_presets | Every preset saved in your imagic install, listed for the agent. | "What presets do I have to work with?" |
apply_preset | Batch-apply any saved preset across a selection. | "Run my film preset over the golden hour frames." |
get_photo_edits | Read the non-destructive edit stack sitting on any photo. | "What edits are on this file right now?" |
start_style_calibration | Begin the guided calibration on up to 8 photos from your library. | "Let's teach you how I edit." |
record_style_calibration | Save each calibration edit as you make it. | "Done with this one, remember those choices." |
get_style_profile | Inspect what the calibration learned about your taste. | "Describe my editing style back to me." |
apply_my_style | Edit any set of photos the way you would have. | "Edit the whole shoot like I would." |
learn_style_from_library | Train the profile on every photo you've ever edited in imagic. | "Learn my style from everything I have edited." |
match_style_from_examples | Edit a few frames from a shoot; it matches the rest to that look, without touching your saved profile. | "I edited five from this wedding, match the rest to them." |
export_photos | Batch export the keepers in your format and size, resumable if interrupted mid-batch. | "Export the keepers as full-res JPEGs." |
get_preview_url | Link to the local live-preview page that shows what the agent is doing as it happens. | "Show me what you are doing." |
imagic's style tools are what make agent-driven editing personal rather than generic:
start_style_calibration pulls up to 8 scenario photos from your own library, covering a spread of light and subjects. Edit them your way in imagic, record_style_calibration saves each decision, and you have a first profile in minutes.get_style_profile.learn_style_from_library at your back catalog: every photo you have ever edited in imagic feeds the profile. apply_my_style then edits any future shoot the way you would have.Within a single shoot there is also edit-five-match-the-rest: hand-edit a few frames, then match_style_from_examples matches the remaining photos to that look without changing your saved profile.
The honest boundary: it learns from edits made in imagic, reading the actual adjustment values you set. It cannot guess your style from exported JPEGs or a Lightroom catalog.
The MCP server runs locally beside imagic and talks to your AI client over your own machine. The agent sends tool calls and instructions; your photos are never uploaded anywhere. All scanning, scoring, editing, and exporting happens on your hardware, the same as using imagic directly.
The MCP server and headless CLI are part of imagic Max (EUR 99, one-time, no subscription). imagic's paid tiers start at EUR 19; Lite and Plus run the full GUI but do not unlock headless or MCP automation. The free trial includes full Max access for 500 exports, MCP and CLI included, with no card required.
Headless and MCP use need an activated desktop license: launch the GUI once, activate with your trial or license key, and the MCP server reuses that activation.
imagic is a closed-source commercial application. This documentation is (c) imagic. You are welcome to reference and link to it, including in MCP directories and registries.