Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.
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": {
"moira": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/moira-mcp/moira:0.3.4"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add moira -- docker run -i --rm ghcr.io/moira-mcp/moira:0.3.4프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"moira": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/moira-mcp/moira:0.3.4"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"moira": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/moira-mcp/moira:0.3.4"
]
}
}
}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 7일 점검
레지스트리 이름이 GitHub 계정 moira-mcp 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(0.3.4)은 5개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Moira is a workflow engine for AI agents. An agent connects through the Model Context Protocol (MCP), receives the current instruction and completion criteria, performs the work, and submits a schema-checked response. Moira persists execution state so another agent session can continue the same run. The Web UI provides workflow editing, run inspection and account administration. Schema validation checks a response's structure; it does not prove that the work happened.
Run the open-source application on your own infrastructure, or use the managed service at moira-mcp.com. This repository contains the engine, MCP server, Web API/UI, documentation and self-host deployment. See the documentation index and project structure for source ownership.
Install Docker with the Compose plugin. Use this checkout, or download the three deployment files following the Self-Hosting guide: docker-compose.yml, .env.example and config/traefik-self-host.yml. Keep the ingress configuration beside the Compose file.
cp .env.example .env
docker compose up -d
The localhost defaults pull the public image without a source build. Open:
For another host, set MOIRA_HOST, MOIRA_PORT and STATIC_ARTIFACTS_DOMAIN together in .env. Published HTML artifacts use individual subdomains of the artifact domain; public deployments need the matching DNS and wildcard TLS. Preserve the supplied workspace Upgrade route through ingress; an ordinary frontend-port mapping is not equivalent. Configure proxy trust for your actual topology. See deployment configuration for origins, secrets, email and network admission.
Self-host registration requires administrator approval. On first start the image generates missing secrets and prints the generated administrator password once; the default administrator email is admin@moira.local. Preserve data/.secrets.env with the database. Sign in, then approve new accounts through Admin Panel → Users. Self-host uses email/password; social login and broader cross-user administration/analytics follow the separate SaaS policy. See account administration for approval, blocking, password recovery and administrator access recovery, including installations without real email delivery.
Connect your MCP client to your instance's /mcp endpoint and complete its authenticated authorization flow. Use the MCP Clients guide for the configuration generated for each supported client. The connection name moira-local is a client label, independent of the optional Local companion executable.
Ask the agent to discover available workflows and choose the current exact owner/slug for the task. The workflow catalog explains the choices; the Agent Guide owns prepare/execute, step attempts, continuation and guarded cancellation. Runtime help discovers English topics; help({ topic: "tools" }) renders the current typed tool catalog. The website also provides Russian translations.
Use workflow authoring and the workflow CLI to create or edit definitions. Node syntax, templates, tool schemas and examples stay in their canonical references rather than a second README catalog. For public HTML results, see artifacts for upload, ownership, quotas, expiry and browser isolation.
Use the image selection in your installation's .env, then:
docker compose pull
docker compose up -d docker compose ps
Before startup migrations of an existing self-host database, the image verifies a coherent SQLite snapshot and the prompt-manifest state. It retains rotating recovery states and an interruption marker; failure attempts restoration and keeps services unavailable. A first start has a separate cleanup path because no previous database exists. These safeguards do not replace operator backups. If initialization fails, inspect docker compose logs moira and follow Updating and Recovery; do not bypass the guard or repeatedly restart an unchanged failure. A confirmed bundled-workflow conflict uses the catalog reconciliation procedure.
Application accounts, workflows and executions persist in ./data. Workspace files, full command output, operation receipts and immutable publications remain with their workspace service or paired controller. Back up those private owner stores and disks separately; a database backup does not contain their file bytes. Preserve encryption keys, and collect original operations after uncertain outcomes before considering another mutation. See workspace recovery and GitHub Releases.
The paired Local controller can provision the common workspace service in GitHub Codespaces and run approved repositories in Local microVMs. Controller enrollment does not require initializing a physical Local VM. Local VM execution requires the supported macOS Apple-silicon runtime and explicit owner grants; repository Git authority is separate from social login. From the checkout:
npm ci
npm run local:build npm run local -- --help
Follow workspace setup and custody for pairing, physical capability, permissions, installation and explicit maintenance. Staging a release does not replace the running owner; client exit does not stop its VMs. The common moira-workspace guest CLI owns commands, files, sessions and original results in both Local and GitHub guests. Lost replies require collecting the original operation, not replaying the command or creating a replacement environment.
Extensions are disabled by default. The optional Compose profile builds a separate runner from this checkout; binary channels execute beside their source owner. Follow Enable extensions and Writing an Extension for bundle installation, permissions, user settings and failure boundaries.
Read CONTRIBUTING for issue coordination, pull requests, DCO and release policy. Use Node.js 24 and the root npm workspace:
nvm use
npm ci
Contributor setup explains the isolated development container, environment selection and native build commands. The testing guide owns suite selection and root npm entrypoints; the coverage map locates maintained fixtures. Do not use the disposable contributor container for persistent installation data.
Start at docs/README.md for architecture, execution, HTTP/authentication, workspaces, UI patterns, documentation ownership, observability and operator procedures. Custom Claude Code commands are documented in commands/README.md. Current work is tracked in GitHub Issues.
Source code is licensed under Apache-2.0. See third-party notices, the trademark policy for name/logo use, the code of conduct, and SECURITY.md for vulnerability reporting. Private deployment branding, secrets and operational material belong outside this public repository.