Samarth GTM MCP Server
Official# Samarth GTM MCP Server
[](https://github.com/samarthanalytics-sj/samarth-analytics-mcp/actions/workflows/ci.yml)
A production-ready [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for the **Google Tag Manager API v2**, built for Samarth Analytics.
Use it through **Samarth Desktop** - the local Electron app with a chat UI that embeds this server ([Quick Start](#quick-start)). Full, guarded access to GTM: read workspace contents, create/update tags/triggers/variables, audit implementations, publish versions, and more.
> **New: browser portal with live QC audit.** A white-label, browser-based customer experience lives in [`apps/portal/`](./apps/portal/README.md). Customers sign in with Google OAuth, pick a GTM account/container/workspace, and run a live, read-only QC audit. Publishes still require Samarth approval. See the portal README for OAuth setup; run with `npm run portal:dev`.
---
## Table of Contents
1. [Features](#features)
2. [Quick Start](#quick-start)
3. [Google Cloud OAuth Setup](#google-cloud-oauth-setup)
4. [Service Account Limitations](#service-account-limitations)
5. [Environment Variables Reference](#environment-variables-reference)
6. [Guardrails](#guardrails)
7. [Available Tools](#available-tools)
8. [Cloud Deployment](#cloud-deployment)
9. [Security Notes](#security-notes)
10. [Development](#development)
11. [Releases](#releases)
12. [Troubleshooting](#troubleshooting)
---
## Features
- **Full GTM API v2 surface** — accounts, containers, workspaces, tags, triggers, variables, folders, built-in variables, versions, sync, publish, preview
- **Server-side & advanced GTM coverage** — environments, user permissions, destinations, clients, transformations, zones, custom templates, gtag config, plus container snippet/lookup/combine/move-tag-id and workspace change-diff status
- **GA4 coverage** — GA4 Admin tools (`ga4_*`) plus GA4 Data API reporting (`ga4_run_report`, `ga4_run_realtime_report`) for intent-vs-reality reconciliation. Reads and reporting need only `analytics.readonly`; the GA4 Admin **write** tools are off by default behind `GA4_MCP_ENABLE_WRITES` / `GA4_MCP_ENABLE_DELETES` and additionally need `analytics.edit`
- **Automatic pagination** — every paginated list tool transparently follows `nextPageToken` to return all results, with optional `maxPages`/`pageToken` bounds
- **Retry with exponential backoff + jitter** — transient Google API failures (HTTP 408/429/5xx, network errors) on read requests are retried automatically; mutations are never auto-retried (tunable via `GTM_MCP_RETRY_*`)
- **Two transport modes**: stdio (local, for Claude Desktop/Cursor) and Streamable HTTP (cloud/team)
- **Guardrails by default**: read-only unless explicitly enabled; publish and delete gated separately
- **Dry-run mode**: simulate all writes without touching the API
- **`confirm=true` required** on all write/delete/publish operations
- **Audit tool**: inspects workspace for common GA4/GTM implementation issues
- **Export tool**: full workspace dump as structured JSON
- **Zod schema validation** on all inputs
- **Detailed Google API error messages** surfaced to the MCP client
---
## Quick Start
The way to run Samarth is the **desktop app** - a local Electron app with a chat
UI that embeds the MCP server in-process. Multi-account Google sign-in,
per-account LLM keys (OpenAI / Anthropic / Gemini), secrets in the OS keychain.
Nothing to configure by hand: the Google OAuth client and your LLM key are
entered in the app on first run.
**You need:** [Node.js](https://nodejs.org) 18 or newer, [Git](https://git-scm.com),
and a free Google "Desktop app" OAuth client - two values you create once in
your Google Cloud project ([exact click-by-click steps](#google-cloud-oauth-setup)).
```bash
git clone https://github.com/samarthanalytics-sj/samarth-analytics-mcp.git
cd samarth-analytics-mcp/apps/desktop
npm install # downloads the Electron binary (~100 MB first time)
npm run dev
```
The window opens; paste your OAuth client ID + secret and an LLM API key when
asked, sign in to Google, and start chatting with your GTM / GA4 setup.
**Prefer a config file over typing in the app?** Put the OAuth client in a
`.env` file instead - the app reads it on launch (values typed in the app and
real shell variables always take precedence):
```ini
GOOGLE_DESKTOP_CLIENT_ID=your-client-id.apps.googleusercontent.com
GOOGLE_DESKTOP_CLIENT_SECRET=your-client-secret
```
Save it as `apps/desktop/.env` or at the repo root (already gitignored - never
commit it). A repo-root `.env` using the server's `GOOGLE_OAUTH_CLIENT_ID` /
`GOOGLE_OAUTH_CLIENT_SECRET` names works too, so one file can serve both the
app and the MCP server. A packaged install reads `.env` from its data
directory instead (`%APPDATA%` on Windows).
Your **everyday launch** afterwards is just:
```bash
cd samarth-analytics-mcp/apps/desktop && npm run dev
```
Full guide - Windows/macOS specifics, first-run setup, building a real
`.exe`/`.dmg` installer, and the `Error: Electron uninstall` fix:
[apps/desktop/INSTALL.md](apps/desktop/INSTALL.md).
---
## Google Cloud OAuth Setup
### Step 1: Enable the GTM API
1. Go to [Google Cloud Console](https://console.cloud.google.com)
2. Select or create a project
3. Navigate to **APIs & Services → Library**
4. Search for **"Tag Manager API"** and click **Enable**
5. Search for **"Google Analytics Admin API"** and click **Enable** (required for the read-only `ga4_*` Admin tools)
6. Search for **"Google Analytics Data API"** and click **Enable** (required for `ga4_run_report` / `ga4_run_realtime_report`)
### Step 2: Create OAuth 2.0 Credentials
1. Go to **APIs & Services → Credentials**
2. Click **Create Credentials → OAuth 2.0 Client ID**
3. Choose application type:
- **Desktop app** — simplest for local stdio use (no redirect URI needed)
- **Web application** — for the HTTP server (add your redirect URI)
4. Download the JSON or copy the **Client ID** and **Client Secret**
5. Add to `.env`:
```
GOOGLE_CLIENT_ID=your-client-id.apps.googleusercontent.com
GOOGLE_CLIENT_SECRET=your-client-secret
GOOGLE_REDIRECT_URI=http://localhost:3001/oauth/callback
```
### Step 3: Configure OAuth Consent Screen
1. Go to **APIs & Services → OAuth consent screen**
2. Choose **External** (or Internal if you have Google Workspace)
3. Fill in App name, support email
4. Add scopes:
- `https://www.googleapis.com/auth/tagmanager.readonly`
- `https://www.googleapis.com/auth/tagmanager.edit.containers`
- `https://www.googleapis.com/auth/tagmanager.edit.containerversions`
- `https://www.googleapis.com/auth/tagmanager.manage.accounts`
- `https://www.googleapis.com/auth/tagmanager.manage.users`
- `https://www.googleapis.com/auth/tagmanager.publish`
- `https://www.googleapis.com/auth/analytics.readonly` (read-only GA4 Admin **and** Data API tools)
- `https://www.googleapis.com/auth/analytics.edit` (GA4 Admin write tools — gated by `GA4_MCP_ENABLE_WRITES`)
- `https://www.googleapis.com/auth/analytics.manage.users` (GA4 access-binding write tools)
5. Add your Google account as a **test user** (while the app is in "testing" mode)
> **Note**: For personal/agency use, keeping the app in "Testing" mode is fine. You will need to re-authorize every 7 days unless you publish the app or get it verified.
### Step 4: Run OAuth Setup
```bash
npm run auth:google
```
Or, if you prefer the older paste-the-code helper:
```bash
npm run oauth:setup
```
---
## Service Account Limitations
> **Short version**: Service accounts do NOT work with GTM by default. Use OAuth 2.0.
The Google Tag Manager API is a **user-data API** — it manages resources owned by individual Google accounts. Service accounts are not Google users and are not automatically granted access to GTM containers.
### Option A: Add the service account as a GTM user (simplest)
If you still want to use a service account:
1. Get the service account email (e.g., `my-sa@project.iam.gserviceaccount.com`)
2. In GTM, go to **Admin → User Management** at the account or container level
3. Add the service account email with the appropriate role (Read, Edit, Approve, Publish)
4. Set `GOOGLE_SERVICE_ACCOUNT_KEY_FILE=/path/to/key.json` in `.env`
**Caveats**: This only works if the GTM container is associated with a Google account, not a Google Workspace that restricts external sharing.
### Option B: Domain-Wide Delegation (Google Workspace only)
For Google Workspace organizations:
1. Create a service account with a JSON key
2. Enable **Domain-Wide Delegation** on the service account in Google Cloud Console
3. In **Google Workspace Admin Console → Security → API Controls → Domain-wide Delegation**:
- Add the service account client ID
- Add scopes: `https://www.googleapis.com/auth/tagmanager.edit.containers` (and others as needed)
4. In `.env`, set:
```
GOOGLE_SERVICE_ACCOUNT_KEY_FILE=/path/to/key.json
```
5. The server will impersonate the user automatically if you set a subject in `buildGoogleAuth()`
**Caveats**: Requires a paid Google Workspace account. Only available for your own domain.
---
## Environment Variables Reference
| Variable | Default | Description |
|---|---|---|
| `GOOGLE_OAUTH_CLIENT_ID` | — | OAuth client ID (preferred). Falls back to `GOOGLE_CLIENT_ID`. |
| `GOOGLE_OAUTH_CLIENT_SECRET` | — | OAuth client secret (preferred). Falls back to `GOOGLE_CLIENT_SECRET`. |
| `GOOGLE_OAUTH_REDIRECT_URI` | `http://localhost:3001/oauth/callback` | OAuth redirect URI. Falls back to `GOOGLE_REDIRECT_URI`. |
| `GOOGLE_CLIENT_ID` / `GOOGLE_CLIENT_SECRET` / `GOOGLE_REDIRECT_URI` | — | Legacy names, still supported. |
| `SAMARTH_GOOGLE_OAUTH_CLIENT_ID` | — | **Hosted-only.** Samarth-owned public OAuth client. Takes precedence over the self-hosted vars when set. |
| `SAMARTH_GOOGLE_OAUTH_CLIENT_SECRET` | — | **Hosted-only.** Inject from your platform secret manager. Never commit. |
| `GOOGLE_ACCESS_TOKEN` | — | Current OAuth access token. Env vars take precedence over the token file. |
| `GOOGLE_REFRESH_TOKEN` | — | OAuth refresh token (long-lived). Env vars take precedence over the token file. |
| `GTM_MCP_TOKEN_FILE` | `./.gtm-mcp-tokens.json` | Path to the local OAuth token file written by `npm run auth:google` (gitignored). |
| `GOOGLE_SERVICE_ACCOUNT_KEY_FILE` | — | Path to service account JSON key (see limitations above) |
| `GTM_MCP_TRANSPORT` | `stdio` | Transport: `stdio` or `http` |
| `GTM_MCP_HTTP_PORT` | `3001` | HTTP server port (http transport only; falls back to `PORT`) |
| `GTM_MCP_HTTP_AUTH_TOKEN` | — | Bearer token gating `/mcp` (http transport). With neither this nor `STYTCH_PROJECT_ID` set, the HTTP transport **refuses to start**. |
| `GTM_MCP_HTTP_ALLOW_UNAUTHENTICATED` | `false` | Local-dev opt-in to start without auth. Binds loopback only unless `GTM_MCP_HTTP_HOST` overrides. |
| `GTM_MCP_HTTP_HOST` | — | Bind host. Defaults to loopback when unauthenticated, all interfaces when authenticated. |
| `STYTCH_PROJECT_ID` | — | Setting this switches the HTTP transport to **multi-user mode**: each `/mcp` request carries a Stytch JWT resolved to that user's own Google identity. Unset = single-identity mode. Pin `STYTCH_JWT_ISSUER` / `STYTCH_JWT_AUDIENCE` in production (see `.env.example`). |
| `STYTCH_SECRET` | — | Stytch project secret (server-only). Required when `STYTCH_PROJECT_ID` is set — the server exits without it. |
| `STYTCH_PUBLIC_TOKEN` | — | Publishable token powering the `/oauth/authorize` page. Not a secret. |
| `GTM_MCP_PUBLIC_URL` | `http://localhost:<port>` | This server's public origin, advertised in the OAuth Protected Resource Metadata document. |
| `GTM_MCP_ENABLE_WRITES` | `false` | Allow create/update operations |
| `GTM_MCP_ENABLE_PUBLISH` | `false` | Allow publish operations |
| `GTM_MCP_ENABLE_DELETES` | `false` | Allow delete operations |
| `DRY_RUN` | `false` | Simulate all writes without calling the API |
| `GTM_MCP_RETRY_MAX` | `3` | Retry attempts for transient read failures (408/429/5xx, network). `0` disables retries. Mutations are never auto-retried. |
| `GTM_MCP_RETRY_MAX_DELAY_MS` | `30000` | Cap on a single backoff sleep (exponential backoff with jitter) |
| `GTM_MCP_RETRY_TOTAL_TIMEOUT_MS` | `60000` | Cap on total wall time from first request to last retry |
---
## Guardrails
The server enforces three independent guardrails in addition to the `confirm=true` requirement:
| Guardrail | Env Variable | What it gates |
|---|---|---|
| **Write guard** | `GTM_MCP_ENABLE_WRITES=true` | All `create` and `update` operations |
| **Delete guard** | `GTM_MCP_ENABLE_DELETES=true` | All `delete` operations |
| **Publish guard** | `GTM_MCP_ENABLE_PUBLISH=true` | All version publish operations |
| **Dry run** | `DRY_RUN=true` | Simulate without API calls (overrides all) |
**`confirm=true` is always required** on write/delete/publish tools regardless of env settings. This prevents accidental modifications even when guardrails are enabled.
### Recommended Configurations
**Read-only exploration** (default — safe for sharing with team):
```env
GTM_MCP_ENABLE_WRITES=false
GTM_MCP_ENABLE_PUBLISH=false
GTM_MCP_ENABLE_DELETES=false
```
**Development workspace edits** (no publishing):
```env
GTM_MCP_ENABLE_WRITES=true
GTM_MCP_ENABLE_PUBLISH=false
GTM_MCP_ENABLE_DELETES=false
```
**Full access** (use with care):
```env
GTM_MCP_ENABLE_WRITES=true
GTM_MCP_ENABLE_PUBLISH=true
GTM_MCP_ENABLE_DELETES=true
```
---
## Available Tools
### Accounts
| Tool | Description |
|---|---|
| `accounts_list` | List all accessible GTM accounts |
| `accounts_get` | Get a specific account |
### Containers
| Tool | Description |
|---|---|
| `containers_list` | List containers in an account (auto-paginated) |
| `containers_get` | Get a specific container |
| `containers_create` | ✏️ Create a new container |
| `containers_snippet` | Get the GTM installation snippet for a container |
| `containers_lookup` | Look up a container by linked destination/tag ID (e.g. `G-XXXX`) |
| `containers_combine` | ✏️ Combine (merge) another container into this one |
| `containers_move_tag_id` | ✏️ Move a Tag ID out into a new container |
### Destinations
| Tool | Description |
|---|---|
| `destinations_list` | List linked destinations (Google tags / GA4) for a container |
| `destinations_get` | Get a specific destination |
| `destinations_link` | ✏️ Link a destination to a container |
### Workspaces
| Tool | Description |
|---|---|
| `workspaces_list` | List workspaces in a container (auto-paginated) |
| `workspaces_get` | Get a specific workspace |
| `workspaces_create` | ✏️ Create a new workspace |
| `workspace_get_status` | Review the change diff (changed entities + merge conflicts) before versioning |
| `workspace_sync` | ✏️ Sync workspace to latest container version |
| `workspace_resolve_conflict` | ✏️ Resolve a merge conflict |
| `workspace_quick_preview` | Generate a preview link (read-safe) |
| `workspace_create_version_and_publish` | 🚀 Create version + publish in one step |
### Tags
| Tool | Description |
|---|---|
| `tags_list` | List all tags in a workspace |
| `tags_get` | Get a specific tag |
| `tags_create` | ✏️ Create a tag |
| `tags_update` | ✏️ Update a tag |
| `tags_delete` | 🗑️ Delete a tag |
### Triggers
| Tool | Description |
|---|---|
| `triggers_list` | List all triggers |
| `triggers_get` | Get a specific trigger |
| `triggers_create` | ✏️ Create a trigger |
| `triggers_update` | ✏️ Update a trigger |
| `triggers_delete` | 🗑️ Delete a trigger |
### Variables
| Tool | Description |
|---|---|
| `variables_list` | List all user-defined variables |
| `variables_get` | Get a specific variable |
| `variables_create` | ✏️ Create a variable |
| `variables_update` | ✏️ Update a variable |
| `variables_delete` | 🗑️ Delete a variable |
### Folders
| Tool | Description |
|---|---|
| `folders_list` | List all folders |
| `folders_get` | Get a specific folder |
| `folders_entities` | List entities in a folder (auto-paginated) |
| `folders_create` | ✏️ Create a folder |
| `folders_update` | ✏️ Update a folder |
| `folders_delete` | 🗑️ Delete a folder |
| `folders_move_entities` | ✏️ Move entities into a folder |
### Built-In Variables
| Tool | Description |
|---|---|
| `built_in_variables_list` | List enabled built-in variables |
| `built_in_variables_enable` | ✏️ Enable built-in variables |
| `built_in_variables_disable` | 🗑️ Disable built-in variables |
| `built_in_variables_revert` | ✏️ Revert a built-in variable to base version |
### Versions
| Tool | Description |
|---|---|
| `versions_list` | List version headers |
| `versions_get` | Get a version (pass "live" for current live version) |
| `versions_create` | ✏️ Create a checkpoint version from workspace |
| `versions_set_latest` | ✏️ Set a version as latest |
| `versions_publish` | 🚀 Publish a specific version |
| `versions_undelete` | ✏️ Undelete a version |
| `versions_delete` | 🗑️ Delete a version |
### Environments
| Tool | Description |
|---|---|
| `environments_list` | List environments in a container (auto-paginated) |
| `environments_get` | Get a specific environment |
| `environments_create` | ✏️ Create an environment |
| `environments_update` | ✏️ Update an environment |
| `environments_reauthorize` | 🚀 Re-generate the environment authorization token (high-impact) |
| `environments_delete` | 🗑️ Delete an environment |
### User Permissions (account-level)
| Tool | Description |
|---|---|
| `user_permissions_list` | List user permissions for an account (auto-paginated) |
| `user_permissions_get` | Get a specific user permission |
| `user_permissions_create` | ✏️ Grant a user account/container access |
| `user_permissions_update` | ✏️ Update a user's access levels |
| `user_permissions_delete` | 🗑️ Revoke a user's access |
### Server-Side & Advanced Container Resources
These are workspace-scoped resources from GTM API v2. Create/update accept the full
resource as a JSON string (`bodyJson`) since their bodies are deeply nested. Each
supports `*_list` (auto-paginated), `*_get`, `*_create` ✏️, `*_update` ✏️, `*_delete` 🗑️,
and (except `gtag_config`) `*_revert` ✏️.
| Resource | Tools | Notes |
|---|---|---|
| Clients | `clients_*` | Server container request clients |
| Transformations | `transformations_*` | Server container event transformations |
| Zones | `zones_*` | Zone delegation |
| Templates | `templates_*` | Custom / gallery-installed templates |
| Gtag Config | `gtag_config_*` | Google tag (gtag) configuration — no `revert` |
### Analytics & Export
| Tool | Description |
|---|---|
| `audit_container` | Inspect workspace for analytics issues |
| `export_container` | Export workspace as structured JSON |
### GA4 Admin (read-only)
Read-only wrappers over the **Google Analytics Admin API** (v1beta, with a single
v1alpha call for enhanced measurement). These never write, update, or delete GA4
resources and require no `confirm` flag. They power the senior audit framework's
GA4_ADMIN checks (custom dimensions/metrics, data streams & measurement IDs, data
retention, enhanced measurement, key events, Google Ads links).
Requires the `https://www.googleapis.com/auth/analytics.readonly` scope and the
**Google Analytics Admin API** enabled in your Google Cloud project. A 403 mentioning
scope means you should re-run `npm run auth:google`.
| Tool | Description |
|---|---|
| `ga4_account_summaries_list` | List GA4 accounts + their property summaries (best discovery entry point) |
| `ga4_properties_list` | List properties under a parent account (display name, time zone, currency, service level) |
| `ga4_property_get` | Get a single property by ID |
| `ga4_data_streams_list` | List data streams (web/Android/iOS) incl. web **measurement IDs** |
| `ga4_enhanced_measurement_get` | Get enhanced measurement settings for a web data stream (v1alpha) |
| `ga4_custom_dimensions_list` | List custom dimensions (parameter, scope) |
| `ga4_custom_metrics_list` | List custom metrics (parameter, unit, scope) |
| `ga4_data_retention_get` | Get event data-retention settings |
| `ga4_key_events_list` | List key events (formerly "conversion events" — current Admin naming) |
| `ga4_google_ads_links_list` | List Google Ads links (customer ID, auto-tagging/ads-personalization flags) |
Accepts either a bare numeric ID (`123456789`) or the fully-qualified form
(`properties/123456789`, `accounts/123456`) wherever a property/account is required.
**Documented limitations** (not exposed by the GA4 Admin API v1beta, so intentionally
**not** implemented rather than faked):
- Internal-traffic / unwanted-referral **data filters** — no public `dataFilters` collection; configured per data stream.
- **Referral exclusions** — no dedicated Admin API resource.
- **Channel groups** and **audiences** — exist only on the v1alpha surface and are out of scope for this read-only v1beta set.
### GA4 Data API (read-only reporting)
Read-only wrappers over the **Google Analytics Data API** (v1beta). They never
write and require no `confirm` flag. Use them to reconcile *intent vs. reality* —
comparing the events a container is configured to send against the events GA4
actually reports (zero reported activity for a configured event is a red flag).
These use the **same** `https://www.googleapis.com/auth/analytics.readonly` scope
as the GA4 Admin tools, so no extra consent is needed. Enable the **Google
Analytics Data API** in your Google Cloud project.
| Tool | Description |
|---|---|
| `ga4_run_report` | Run a report over a date range (dimensions + metrics, e.g. `eventCount` by `eventName`); supports `limit`, `offset`, and ordering |
| `ga4_run_realtime_report` | Run a Realtime report (events in roughly the last 30 minutes) for live QA |
**Documented gaps** (intentionally not exposed rather than faked): pivot reports,
cohorts, and funnels.
### Pagination
All list tools backed by paginated GTM endpoints (`accounts_*`-scoped containers,
workspaces, tags, triggers, variables, folders, folder entities, environments,
user permissions, clients, transformations, zones, templates, gtag configs)
**auto-follow pagination and return all results by default**. Optional arguments:
- `maxPages` — cap the number of API pages fetched (default 50). If more pages remain,
the response includes `"truncated": true` and a `nextPageToken`.
- `pageToken` — resume from a previous truncated result.
Non-truncated responses keep the original `{ <key>: [...], count }` shape unchanged.
Two tools differ, because one list key does not describe what they return:
- `folders_entities` returns three parallel collections (`tag`, `trigger`, `variable`, always
present, empty when the folder has none) plus a `counts` object, and adds `truncated` /
`nextPageToken` only when the page ceiling was hit.
- `export_container` pages five collections independently, so it takes `maxPages` (applied per
collection) but no `pageToken`. A short export is marked `incomplete: true` with
`truncatedCollections`, per-collection `nextPageTokens` and a `warning` — in every format,
including the default `summary`.
Legend: ✏️ requires `GTM_MCP_ENABLE_WRITES=true` | 🗑️ requires `GTM_MCP_ENABLE_DELETES=true` | 🚀 requires `GTM_MCP_ENABLE_PUBLISH=true`
All ✏️ 🗑️ 🚀 tools also require `confirm: true` in the tool arguments.
---
## Cloud Deployment
### Transport
For cloud deployments, use `GTM_MCP_TRANSPORT=http`. The server exposes:
- `POST /mcp` — Streamable HTTP MCP endpoint
- `GET /mcp` — SSE stream for existing sessions
- `DELETE /mcp` — Session termination
- `GET /health` — Health check
There is no `/oauth/callback` route on this server. `npm run auth:google` runs its own short-lived listener on `127.0.0.1:3001` for the redirect; an unauthenticated callback on the hosted transport could overwrite the server's stored Google credentials, so it was removed.
### Connecting Remote Clients
Clients that support Streamable HTTP can connect directly to the `/mcp` endpoint. For clients that only support stdio (like Claude Desktop), use [mcp-remote](https://www.npmjs.com/package/mcp-remote) as a proxy:
```json
{
"mcpServers": {
"samarth-gtm-remote": {
"command": "npx",
"args": ["mcp-remote@next", "https://your-server.com/mcp"]
}
}
}
```
### Vercel
> **Limitation**: Vercel Serverless Functions have a 10-second timeout (hobby) / 60-second (pro). Stateful SSE sessions require persistent connections which Vercel does not support well. Use Vercel only for **stateless** MCP interactions. Recommended alternative: Vercel + external session store (Redis/Upstash), or use Render/Fly.io instead.
For Vercel, export the Express app as a serverless handler:
```ts
// api/mcp.ts
export default app; // where app is the Express instance
```
Set env vars in Vercel Dashboard → Settings → Environment Variables.
### Render
1. Create a new **Web Service** in [Render](https://render.com)
2. Connect your GitHub repo
3. Build command: `npm install && npm run build`
4. Start command: `GTM_MCP_TRANSPORT=http node dist/index.js`
5. Add environment variables in Render Dashboard
6. **Important**: Set `RENDER=true` env var and ensure your health check hits `/health`
Render supports persistent long-lived connections — recommended for SSE/streaming.
### Fly.io
```bash
fly launch
fly secrets set GOOGLE_CLIENT_ID=xxx GOOGLE_CLIENT_SECRET=xxx GOOGLE_REFRESH_TOKEN=xxx
fly secrets set GTM_MCP_TRANSPORT=http GTM_MCP_HTTP_PORT=3001
fly deploy
```
Fly.io has no request timeout limitations and supports persistent WebSocket/SSE connections. Recommended for production.
### Docker
```dockerfile
FROM node:20-alpine
WORKDIR /app
COPY package*.json ./
RUN npm ci --omit=dev
COPY dist/ ./dist/
ENV GTM_MCP_TRANSPORT=http
ENV GTM_MCP_HTTP_PORT=3001
EXPOSE 3001
CMD ["node", "dist/index.js"]
```
---
## Security Notes
1. **Never commit `.env`** — it contains OAuth tokens. `.env` is already in `.gitignore`.
2. **Rotate tokens regularly** — OAuth refresh tokens are long-lived but can be revoked. Revoke at [myaccount.google.com/permissions](https://myaccount.google.com/permissions).
3. **Minimum scopes** — If you only need read access, revoke write scopes by removing them from the OAuth consent screen and re-authorizing. The server reads fine with `tagmanager.readonly` only.
4. **Cloud deployment**: Store secrets in your platform's secret manager (Render Secrets, Fly.io Secrets, Vercel Env Vars), never in code or Docker images.
5. **HTTP transport**: `/mcp` has two built-in auth modes — `GTM_MCP_HTTP_AUTH_TOKEN` (one shared bearer token, identifies the deployment) and `STYTCH_PROJECT_ID` (per-user OAuth, each request resolved to that user's own Google grant). With neither set the transport refuses to start; `GTM_MCP_HTTP_ALLOW_UNAUTHENTICATED=true` overrides that for local development and binds loopback only.
6. **Publish guard**: Keep `GTM_MCP_ENABLE_PUBLISH=false` unless you explicitly intend to publish from an AI client. Publishing incorrect tags to production is the highest-risk operation.
7. **Audit logs**: The server logs all session events to stderr. Pipe to a logging service in production.
---
## Development
```bash
# Install dependencies
npm install
# TypeScript type check (no emit)
npm run typecheck
# Build
npm run build
# Watch mode
npm run build:watch
# Run dev server (stdio, with hot-reload)
npm run dev
# Run HTTP dev server
npm run dev:http
# Tests (run `npm run build` first — some suites test the compiled dist)
npm test
# Smoke test: server boots and answers tools/list
npm run smoke -- --mcp dist/index.js
# Full-surface smoke test: invokes ALL registered tools with a sanitized,
# credential-free env — every handler must respond cleanly (no crash/hang)
npm run smoke:all
# MCP Inspector (interactive tool debugging)
npm run inspector
```
### Project Structure
```
samarth-gtm-mcp/
├── src/
│ ├── index.ts # Entry point — stdio/HTTP transport setup
│ ├── server.ts # MCP server factory + tool registration
│ ├── auth/
│ │ └── googleAuth.ts # OAuth2 / service account auth
│ ├── tools/
│ │ ├── index.ts # Tool registration aggregator
│ │ ├── accounts.ts # accounts/list, accounts/get
│ │ ├── containers.ts # containers/list/get/create
│ │ ├── workspaces.ts # workspaces + sync/resolve_conflict
│ │ ├── tags.ts # tags CRUD
│ │ ├── triggers.ts # triggers CRUD
│ │ ├── variables.ts # variables CRUD
│ │ ├── folders.ts # folders CRUD + move_entities
│ │ ├── builtInVariables.ts # enable/disable/revert built-ins
│ │ ├── versions.ts # versions list/get/create/publish/delete
│ │ ├── publish.ts # quick_preview, versions_publish, create+publish
│ │ ├── audit.ts # audit_container analytics checks
│ │ ├── export.ts # export_container JSON dump
│ │ ├── environments.ts # environments CRUD + reauthorize
│ │ ├── userPermissions.ts # account-level user permissions
│ │ ├── serverSide.ts # clients, transformations, zones, templates, gtag config
│ │ ├── ga4Admin.ts # read-only GA4 Admin tools (ga4_*)
│ │ └── ga4Data.ts # read-only GA4 Data API reporting
│ ├── utils/
│ │ ├── guardrails.ts # Guardrail enforcement, error formatting
│ │ ├── gtmClient.ts # googleapis GTM v2 client factory
│ │ ├── ga4Client.ts # GA4 Admin/Data client factories
│ │ ├── apiRetry.ts # retry/backoff config (429/5xx, reads only)
│ │ ├── pagination.ts # transparent nextPageToken following
│ │ ├── schemas.ts # shared Zod input schemas
│ │ └── toolResponse.ts # standard tool result shaping
│ ├── types/
│ │ ├── gtm.ts # GTM API type definitions
│ │ └── index.ts
│ ├── scripts/
│ │ ├── auth-google.ts # Browser-based OAuth onboarding (`npm run auth:google`)
│ │ └── oauth-setup.ts # Interactive OAuth token helper (legacy paste-the-code flow)
│ └── __tests__/
│ ├── guardrails.node.test.mjs # guardrails + buildPath
│ ├── auth.node.test.mjs # env/auth resolution + token file paths
│ ├── pagination.node.test.mjs # paginate/buildListResult
│ ├── ga4Admin.node.test.mjs # GA4 tool registration (tests compiled dist)
│ └── apiRetry.node.test.mjs # retry/backoff config (tests compiled dist)
├── scripts/
│ ├── smoke-test.mjs # health probe: portal endpoints + MCP tools/list
│ └── smoke-all-tools.mjs # invokes all tools with sanitized env
├── .env.example
├── .gitignore
├── package.json
├── tsconfig.json
└── README.md
```
---
## Releases
Releases are fully automated via [semantic-release](https://semantic-release.gitbook.io/) and GitHub Actions. Every push to `main` triggers the [`release.yml`](.github/workflows/release.yml) workflow, which:
1. Installs dependencies, type-checks, builds, and runs tests.
2. Inspects commits since the last tag using the [Conventional Commits](https://www.conventionalcommits.org/) spec.
3. Determines the next semantic version (`MAJOR.MINOR.PATCH`).
4. Updates `CHANGELOG.md` and bumps the `version` in `package.json` / `package-lock.json`.
5. Commits those files back to `main` with `chore(release): x.y.z [skip ci]` (the `[skip ci]` marker prevents an infinite release loop).
6. Creates a Git tag (`vX.Y.Z`) and a GitHub Release with auto-generated notes.
The workflow uses the built-in `GITHUB_TOKEN` and requires no additional secrets. `npm publish` is disabled — this package is distributed as a binary via the GitHub repo and releases, not via the npm registry.
### Conventional Commit Examples
Commit messages drive the version bump:
| Commit prefix | Effect | Example |
| ------------------- | ----------------------- | ---------------------------------------------------------- |
| `fix:` | Patch release (`x.y.Z`) | `fix: handle empty workspace in audit tool` |
| `feat:` | Minor release (`x.Y.0`) | `feat: add bulk tag import tool` |
| `perf:` | Patch release | `perf: cache GTM client between tool calls` |
| `docs:` / `chore:` / `refactor:` / `test:` / `style:` / `ci:` / `build:` | No release | `docs: clarify OAuth setup steps` |
| `BREAKING CHANGE:` footer or `!` after type | Major release (`X.0.0`) | see below |
#### Breaking change examples
```
feat!: drop support for Node.js 18
BREAKING CHANGE: minimum required Node version is now 20.
```
or:
```
refactor(auth): rename GOOGLE_REFRESH_TOKEN env var
BREAKING CHANGE: GOOGLE_REFRESH_TOKEN is now GTM_GOOGLE_REFRESH_TOKEN.
Update your .env file accordingly.
```
### Dry run locally
To preview what the next release would look like without publishing:
```bash
GITHUB_TOKEN=<a-token-with-no-perms-is-fine-for-dry-run> \
npx semantic-release --dry-run --no-ci
```
### Manual release skip
To intentionally land a commit without triggering a release, use a non-releasing type (`chore:`, `docs:`, etc.) or append `[skip ci]` to the commit subject.
---
## Troubleshooting
### "The caller does not have permission" (403)
- Your Google account may not have access to this GTM account/container
- Service account not added to GTM — see [Service Account Limitations](#service-account-limitations)
- Check your OAuth scopes on the consent screen
### "invalid_grant" or "Token has been expired or revoked"
- Re-run `npm run auth:google` to refresh the token file
- Or set `GOOGLE_REFRESH_TOKEN` directly in `.env` if you prefer env-managed tokens
- If you're stuck in a loop where Google won't return a `refresh_token`, revoke prior access at [myaccount.google.com/permissions](https://myaccount.google.com/permissions) and re-run the auth script
### "Write operations are disabled"
- Set `GTM_MCP_ENABLE_WRITES=true` in your `.env`
- Restart the server / the desktop app
### Stdio server shows no output
- The stdio server intentionally writes nothing to stdout (stdout is the JSON-RPC channel)
- Diagnostic output goes to stderr — check your terminal or Claude Desktop logs
### Desktop app: `Error: Electron uninstall` on `npm run dev`
- The Electron binary downloaded but never finished extracting - see the reliable
re-extract fix in [apps/desktop/INSTALL.md](apps/desktop/INSTALL.md)
### TypeScript errors on `googleapis` types
- Run `npm install` to ensure all deps are installed
- The `googleapis` package ships its own types — no `@types/googleapis` needed
---
## TODOs / Known Limitations
- `workspace_resolve_conflict`: The GTM API's resolve_conflict endpoint accepts a full entity body — the exact request body schema is complex. The current implementation passes through the user-supplied JSON; validate it against the entity type before calling.
- `containers_create`: The `usageContext` enum values may differ slightly by GTM region/version. Refer to the [GTM API docs](https://developers.google.com/tag-manager/api/v2/reference/accounts/containers/create) for the latest allowed values.
- **Single-identity HTTP auth is a shared secret**: `GTM_MCP_HTTP_AUTH_TOKEN` gates `/mcp` with one bearer token for every client, so it identifies the deployment, not the caller. For per-user identity, set `STYTCH_PROJECT_ID` to enable multi-user mode — see [Security Notes](#security-notes).
- **HTTP sessions are in-memory**: sessions live in the server process, so horizontal scaling requires sticky sessions. Fine for a single team instance; not yet built for multi-instance load balancing.
- **Single OAuth identity per deployment — single-identity mode only**: without `STYTCH_PROJECT_ID`, all requests share one Google identity and therefore one Google API quota pool. Heavy multi-user load through one deployment will exhaust it; retries with backoff soften this but don't remove the quota ceiling. Multi-user mode sidesteps it — each member uses their own Google grant and quota.
---
*Built by Samarth Analytics — Swapnil Jaykar & Sarthak Mandage*
TDQS
Scored across 181 tools
Most tools follow a clear resource/action pattern and target distinct GTM or GA4 resources, so the intended purpose is usually obvious. However, convenience tools like create_gtm_tracking_tag and create_gtm_variable_typed overlap with tags_create and variables_create, creating some selection ambiguity.
GTM tools mostly use resource-first naming (tags_list, tags_create), and GA4 reads use a similar ga4_<resource>_list/get pattern. But GA4 writes flip to action-first naming (ga4_create_property, ga4_update_custom_dimension), and a few GTM tools are verb-first (create_gtm_tracking_tag) or inconsistently use workspace singular/plural, producing two readable but inconsistent conventions.
181 tools is far beyond the 25+ threshold and creates a very large selection surface for an agent. The breadth may be justified by combining the GTM and GA4 Admin APIs, but it would be better split into smaller, more focused MCP servers or consolidated with more parameterized tools.
Core GTM workflows (tags, triggers, variables, versions, workspaces) have strong lifecycle coverage, and GA4 has broad CRUD support. However, many GA4 resources have create/update/delete without corresponding list/get operations (e.g. audiences, measurement protocol secrets, event create rules, access bindings), so agents cannot easily discover existing entities before managing them.