Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
AI-cull, edit and export RAW photos locally with the imagic desktop app, from any MCP client.
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Works in Claude on the web, desktop and mobile:
https://mcp.imagic.ink/mcpRun this in your terminal
claude mcp add --transport http imagic https://mcp.imagic.ink/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"imagic": {
"url": "https://mcp.imagic.ink/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"imagic": {
"type": "http",
"url": "https://mcp.imagic.ink/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.imagic.ink/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account Lukefen31, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.4.4) reached the registry 36 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Asset Notation
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
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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.