Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Safe Google Workspace admin for AI agents: read-only by default, confirm-gated deletes, audit log.
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.
제작자가 레지스트리에 설치 정보를 올리지 않았어요. 아래 제작자의 README를 확인하세요.
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 antct11 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(0.3.0)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Dialyne
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.
Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A local Model Context Protocol (MCP) server that gives your AI agent (Cursor, Claude Desktop, or any MCP client) a safe Google Workspace admin console. It talks to the Admin SDK (Directory, Reports, Groups Settings) through a service account with domain-wide delegation, so the agent can answer questions like "which users haven't logged in for 90 days?" or "who is in the Finance group?" — and, only when you explicitly allow it, make changes.
MCP client ──stdio──► gws-admin-mcp ──service account JWT (impersonates an admin)──► admin.googleapis.com / groupssettings.googleapis.com
Runs entirely on your machine. No third-party service, no telemetry, no data leaves your laptop except the Google API calls themselves.
This server assumes the agent driving it is fallible. Three layers:
--allow-write (or GWS_ADMIN_ALLOW_WRITE=1).users_delete, groups_delete, orgunits_delete, role_assignment_delete, mobile device *wipe* actions, and ChromeOS *deprovision* — are refused unless the call includes "confirm": true. The agent has to make the destructive intent explicit a second time.~/.config/gws-admin-mcp/audit.log (mode 600), with passwords and secrets redacted. Disable with GWS_ADMIN_AUDIT=0 if you must.Recommended pattern: run the read-only instance permanently, and start a second, write-enabled instance only for the duration of a change window.
| Area | Read-only tools | Write tools (require --allow-write) |
|---|---|---|
| Users | users_list, users_get | users_create, users_update, users_suspend, users_unsuspend, users_reset_password, users_make_admin, users_move_ou, users_delete* |
| Groups | groups_list, groups_get, groups_list_members | groups_create, groups_update, groups_delete*, groups_add_member, groups_remove_member, groups_update_member |
| Org units | orgunits_list, orgunits_get | orgunits_create, orgunits_update, orgunits_delete* |
| Roles | roles_list, role_assignments_list | role_assignment_create, role_assignment_delete* |
| Domains / customer | domains_list, customer_get | — |
| Devices | devices_list_mobile, devices_list_chromeos | devices_action_mobile*, devices_action_chromeos*, devices_move_chromeos |
| Reports | reports_activities (audit log), reports_usage_user, reports_usage_customer | — |
| Group settings | groupsettings_get | groupsettings_update |
\* Destructive — additionally requires "confirm": true in the call (device tools only for wipe/deprovision actions).
List tools auto-paginate up to a maxResults cap, and users_list supports the full Admin SDK search syntax (orgUnitPath='/Sales', isAdmin=true, email:jdoe*, ...).
You need a service account whose key the server uses to impersonate a Workspace super-admin. Two paths:
gcloud)gcloud auth login admin@yourdomain.com
scripts/setup-service-account.sh admin@yourdomain.com your-project-id
The script creates/reuses the project, enables the Admin SDK + Groups Settings APIs, creates the service account, writes the key and config to ~/.config/gws-admin-mcp/, and prints the client ID + scope string for the final manual step (step 5 below — Google provides no API for that part).
~/.config/gws-admin-mcp/service-account.json with chmod 600.https://www.googleapis.com/auth/admin.directory.user,https://www.googleapis.com/auth/admin.directory.group,https://www.googleapis.com/auth/admin.directory.group.member,https://www.googleapis.com/auth/admin.directory.orgunit,https://www.googleapis.com/auth/admin.directory.rolemanagement,https://www.googleapis.com/auth/admin.directory.domain.readonly,https://www.googleapis.com/auth/admin.directory.customer.readonly,https://www.googleapis.com/auth/admin.directory.device.mobile,https://www.googleapis.com/auth/admin.directory.device.chromeos,https://www.googleapis.com/auth/admin.reports.audit.readonly,https://www.googleapis.com/auth/admin.reports.usage.readonly,https://www.googleapis.com/auth/apps.groups.settings
~/.config/gws-admin-mcp/config.json:{
"delegatedAdmin": "admin@yourdomain.com", "customerId": "my_customer" }
delegatedAdmin must be a super-admin of the domain. my_customer resolves to that admin's own organization.
Environment variables override the config files: GOOGLE_SA_KEY (key path), DELEGATED_ADMIN, CUSTOMER_ID, GWS_ADMIN_CONFIG_DIR (alternate config directory). See .env.example.
npm install
npm run build node dist/cli.js doctor
doctor checks the key, mints a delegated token, and runs sample reads against users, domains, roles, and the audit reports API. All four should say PASS. Then optionally:
npm run smoke # spawns the real server over stdio, checks tool registration + live reads
~/.cursor/mcp.json)Read-only — the recommended default:
{
"mcpServers": { "gws-admin": { "command": "node", "args": ["/ABSOLUTE/PATH/TO/gws-admin-mcp/dist/cli.js", "serve"] } } }
Write-enabled (use deliberately, ideally as a second entry you toggle on):
{
"mcpServers": { "gws-admin-write": { "command": "node", "args": ["/ABSOLUTE/PATH/TO/gws-admin-mcp/dist/cli.js", "serve", "--allow-write"] } } }
claude_desktop_config.json)macOS: ~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": { "gws-admin": { "command": "node", "args": ["/ABSOLUTE/PATH/TO/gws-admin-mcp/dist/cli.js", "serve"] } } }
Restart the client after editing. You should see the gws-admin server with 17 tools (read-only) or 40 (write-enabled).
| Symptom | Cause / fix |
|---|---|
unauthorized_client when minting a token | The domain-wide delegation grant is missing, uses the wrong client ID, or its scope list doesn't cover every scope the server requests. Re-paste the full scope string from above against the SA's OAuth2 client ID. Grants can take a few minutes to propagate. |
Service-account key not found at ... | Put the JSON key at ~/.config/gws-admin-mcp/service-account.json or set GOOGLE_SA_KEY to its path. |
DELEGATED_ADMIN ... is not set | Add delegatedAdmin to config.json or set the DELEGATED_ADMIN env var. |
403 Not Authorized to access this resource/api | The impersonated user is not a super-admin, or the Admin SDK API isn't enabled in the Cloud project. |
404 from Groups Settings calls | The *Groups Settings API* isn't enabled in the project (it's separate from the Admin SDK). |
| Write tools don't appear in the client | Working as intended — start the server with --allow-write or GWS_ADMIN_ALLOW_WRITE=1. |
A delete/wipe call returns Refused: ... destructive/irreversible | Working as intended — re-issue the call with "confirm": true. |
| Client shows the server as failed on startup | Run node dist/cli.js doctor in a terminal; it prints the exact failing check. Also confirm the args path in your MCP config is absolute. |
service-account.json like a domain-admin password: keep it out of git (this repo's .gitignore already excludes key files, .env, and config.json), keep it chmod 600, and rotate it periodically.This repository is source-available, not open source: the code is public so you can read and audit every line before trusting it with a super-admin credential, but *using* it requires a license.
gws-admin-mcp.See LICENSE for the exact terms (no redistribution, no offering it as a hosted service).