Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Safe Google Workspace admin for AI agents: read-only by default, confirm-gated deletes, audit log.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
The maker has not listed install details in the registry. See the maker’s README below.
Runs on your computer; the tool list appears in your AI app after you install it.
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 antct11, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.3.0) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code.
In the same category: Spec Driven Development, Remote Desktop Commander, ProAgentStore
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.
MCP-first control plane for ProAgentStore agents and private instances.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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).