Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Build, validate and simulate reliability block diagrams (RAM analysis) from an AI assistant.
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.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"raptor-studio": {
"command": "uvx",
"args": [
"raptor-studio-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add raptor-studio -- uvx raptor-studio-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"raptor-studio": {
"command": "uvx",
"args": [
"raptor-studio-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": {
"raptor-studio": {
"type": "stdio",
"command": "uvx",
"args": [
"raptor-studio-mcp"
]
}
}
}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 6일 점검
레지스트리 이름이 GitHub 계정 openpowershift 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(0.9.0)은 4일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, HotCodePush
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.
Manage over-the-air (OTA) updates for React Native, Expo, Capacitor and Cordova apps.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
An open-source reliability block diagram (RBD) simulator for Windows, macOS and Linux. Draw a diagram of parts that can fail and be repaired, run thousands of simulated futures, and read availability, reliability, maintenance, spares and cost numbers like an engineer, then find out which part to spend money on.
RAPTOR Studio carries on from Raptor 7, the simulator written at ARINC and released as open source by Booz Allen Hamilton. Its simulation engine was ported from Raptor 7's own source and checked, event by event, against what Raptor 7 itself writes, so the numbers are the ones reliability engineers already trust. Models made in Raptor 7 open here. Around that engine is a new application, a command line, and an AI-assistant server.
Like Raptor 7, it is released under the Booz Allen Public License (BAPL). Anyone may use, modify and share it, but a commercial entity may use it only for its internal business and for services to government and non-profit organisations, and nobody may charge a fee for it without Booz Allen Hamilton's permission. See Licence & credits.
raptor estimate times a few runs and tells you how long a full batch will take before you start it.pip install, on Windows, macOS and Linux.raptor run, sweep, compare, diff, estimate, validate, spf, fev, step, extract, analytic, render and more) with machine-readable results. It fits in a continuous-integration job, a Jupyter notebook or a shell loop.ping) lets an assistant build, edit, validate, simulate, compare and explain models, run long batches in the background, and draw the diagram. The MCP server reference covers install, client setup and every tool, resource and prompt. The recording below is a real run of those tools (the numbers are the engine's; the assistant's narration is scripted):.rbds is one JSON document with friendly field names, and raptor diff (or File ▸ Differences) says in words what changed between two versions of a model. .rbd files open and save exactly as before.Availability says how good the system is. Importance says which block to improve. Switch on Run ▸ Analysis ▸ Importance measures (or raptor run --importance both, or importance on the MCP simulate tool) and RAPTOR Studio re-simulates the model with each block in turn made unable to fail, and with it dead, then ranks every block by how much the system moves. You get:
The equations are on the Formulas page, and the tutorial's weak-link chapter works through an example.
| Importance measures | Rank blocks by Birnbaum, RAW, RRW and Vesely–Fussell importance, with sampling error, a results tab and a canvas overlay. |
| Parallel batches | Runs spread over your cores (-j N on the command line); results are reproducible for a given core count, and one core reproduces Raptor 7's own random sequence exactly. |
| Run-time estimate | Know how long a batch will take before you start it, in the app, on the command line and from an assistant. |
| Check part of a model | Run one hierarchy on its own, with its input assumed available, or save it as a standalone model (raptor extract). The results are labelled as isolated. |
| Parameter sweeps and comparisons | Vary any field over a list of values, or run two or more models side by side, from the application, the command line or an assistant. Differences shows what is different between two models, and runs nothing. |
| AI assistant (MCP) | 66 tools (67 including ping) to build, edit, run, analyse and explain models, over stdio or authenticated HTTP. |
| Stepping debugger | Step a run event by event, pause on a condition, jump to the next run, and see what each step changed. Failure Effects View and the Single Point Failure file are also available headless. |
| Several models at once | Each model opens in its own window with its own undo history and results. |
| Edit while looking at results | Results stay on screen while you edit; undo and redo for edits; spread-banded Weak Link, Cost, Capacity, Spares and Importance colourings. |
| Block labels and rates | Choose what the lines under each block show (mean, standard deviation, rate); keep the derivation of a failure rate in a named, reusable Rate. |
| Reports | Results export as PDF, HTML, AsciiDoc, spreadsheet, CSV or JSON (a versioned schema). |
| Diagram | Light and dark themes, dockable panels, annotations, mini-map, key tips on the commands that have one, and a diagram renderer for documents (raptor render). |
| Safer files | Validation catches the model shapes that crash Raptor 7 on open (a node's declared path count, a stale phase header) before you save them. |
Grab the installer for your platform from the Releases page:
| File | Platform | Install |
|---|---|---|
raptor-studio-*-windows-setup.exe | Windows 10/11 (x64) | Double-click, follow the wizard |
raptor-studio-*-windows-portable.zip | Windows 10/11 (x64) | Unzip anywhere, run raptor-studio.exe |
raptor-studio-*-macos-arm64.dmg | macOS 13+ (Apple Silicon) | Open the DMG, drag RAPTOR Studio to Applications |
raptor-studio-*-macos-x64.dmg | macOS 13+ (Intel) | Open the DMG, drag RAPTOR Studio to Applications |
raptor-studio-*-linux-amd64.deb | Debian/Ubuntu (x64) | Double-click or sudo apt install ./…deb |
raptor-studio-*-linux-x86_64.AppImage | Most Linux distros (x64) | chmod +x the file, then run it |
Verify the checksums against SHA256SUMS.txt in the same release. The installers carry the desktop application only; the raptor command line and the MCP server come with the pip package (below).
File types: the Windows installer, macOS app and .deb register .rbds and .rbd so a double-click opens the model in RAPTOR Studio. On a machine with Raptor 7, .rbd keeps opening Raptor 7 by default and RAPTOR Studio is added under "Open with". The AppImage cannot register file types system-wide; run raptor-studio model.rbds or use File → Open.
macOS note (unsigned build): Gatekeeper will ask for confirmation. Right-click RAPTOR Studio → Open → Open, or run xattr -cr "/Applications/RAPTOR Studio.app" once in Terminal.
Windows note (unsigned build): SmartScreen may show "Windows protected your PC" — click More info → Run anyway.
pip install raptor-studio # the application and command line
pip install "raptor-studio[mcp]" # plus the MCP server for AI assistants
or, isolated from your system Python:
pipx install "raptor-studio[mcp]"
For the assistant server alone, uvx raptor-studio-mcp --workspace ~/raptor-models runs it without an install step.
Then run raptor-studio for the application, raptor --help for the command line, or raptor-studio-mcp for the assistant server. pip puts these three commands in the environment's bin folder (Scripts on Windows), so in a virtual environment either activate it first (source .venv/bin/activate, or .venv\Scripts\activate on Windows) or give the full path, such as `
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요