Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
AI-cull, edit and export RAW photos locally with the imagic desktop app, from any MCP client.
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://mcp.imagic.ink/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http imagic https://mcp.imagic.ink/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"imagic": {
"url": "https://mcp.imagic.ink/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": {
"imagic": {
"type": "http",
"url": "https://mcp.imagic.ink/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://mcp.imagic.ink/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 7일 점검
레지스트리 이름이 GitHub 계정 Lukefen31 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
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(1.4.4)은 36일 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: 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.
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.