Ainative Gtm Mcp

io.github.AINative-StudioPublished by GitHub account AINative-Studiov0.4.2Updated Oct 24, 2026

Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.

VerifiedSTDIODesktop onlyData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

A local MCP server that lets an assistant audit and edit Google Tag Manager containers and manage Google Ads campaigns, budgets, conversions and targeting.

What you can do
List GTM accounts, containers, tags and triggers, and read their configuration; update or delete tags and create or update triggers; audit a container for a health score and issues, find misfiring conversion tags and rewire their triggers; review workspace changes, create versions and publish to live; build and adjust Google Ads campaigns, ad groups, ads, assets, bidding, budgets, keywords, audiences, extensions, geo and language targeting, negative placements and auto-apply recommendations; create and upload offline gclid conversions and audit conversion goals and account performance.
When to use it
Useful when an assistant should work directly on live Google Tag Manager containers or Google Ads accounts without the web UI, for example auditing conversion tags that fire on every page, publishing tag fixes, or building and tuning campaigns and budgets programmatically.
Requirements
Runs locally via npx (Node.js). Needs a Google Cloud service account JSON key with the Tag Manager API enabled, referenced by GTM_SERVICE_ACCOUNT_KEY_PATH, and the service account added as a GTM user with Read or Publish permission. Google Ads tools need OAuth credentials, GOOGLE_ADS_DEVELOPER_TOKEN and GOOGLE_ADS_CUSTOMER_ID.
Before you install
The service account key file is a sensitive credential; keep it out of version control. Tools can change live marketing configuration: tags and triggers are edited and deleted, workspaces are published, campaigns and budgets are created and changed, ads are paused or removed, and conversions are uploaded. Publishing and budget changes affect real ad spend, and auto-apply recommendations can raise spend if left on.

Installation

In SourceWeft

  1. Open Ainative Gtm Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

@ainative/gtm-mcp

Google Tag Manager and Google Ads MCP server — audit, fix, and manage GTM containers and Google Ads campaigns, budgets, conversions, placements, geo targeting, and auto-apply recommendations from AI agents (Claude, Cursor, and any MCP client).

Part of the AINative open-source tools.

57 tools across 7 categories: accounts, tags, triggers, audit, versions/publishing, and a complete Google Ads lifecycle (39 tools) — build, publish, track, and adjust campaigns end-to-end: create campaigns/ad groups/RSAs/RDAs/HTML5 ads, Performance Max, bidding strategy & bid control, ad extensions (sitelinks/callouts/snippets/call), audiences, offline gclid conversion import, geo/language targeting, budgets, placements, and auto-apply recommendations — fully programmatic, no UI required.

Keywords: google tag manager mcp, google ads mcp, gtm mcp server, google ads api mcp, conversion tracking mcp, campaign budget management, negative placement / click-fraud exclusion, geo targeting, auto-apply recommendations, recommendation subscriptions, conversion goals, Smart Bidding, PPC automation, ad spend control, Claude MCP, model context protocol, AI agent advertising tools.

Quick Start

1. Install

bash
# Claude Code (recommended)claude mcp add ainative-gtm-mcp npx -- -y @ainative/gtm-mcp \  -e GTM_SERVICE_ACCOUNT_KEY_PATH=/path/to/service-account.json
# Or run directlynpx @ainative/gtm-mcp

2. Set up Google Cloud authentication

The server authenticates via a Google Cloud service account with Tag Manager API access. There is no browser OAuth flow — it's designed for headless/agent use.

Step 1 — Enable the Tag Manager API
  1. Go to Google Cloud Console
  2. Select or create a project
  3. Navigate to APIs & Services → Library
  4. Search for Tag Manager API (tagmanager.googleapis.com) and click Enable
Step 2 — Create a service account
  1. Go to IAM & Admin → Service Accounts
  2. Click Create Service Account
  3. Give it a name (e.g. gtm-mcp-agent)
  4. Skip role assignment at GCP level — GTM has its own permission system
  5. Click Done, then open the service account
  6. Go to Keys → Add Key → Create new key → JSON
  7. Download the JSON key file — keep it safe
Step 3 — Grant the service account access in GTM

This is the step most people miss. The GCP service account needs to be added as a user inside Google Tag Manager separately:

  1. Go to tagmanager.google.com
  2. Click Admin (top nav)
  3. Under Account, click User Management
  4. Click + → Add users
  5. Enter the service account email (e.g. [email protected])
  6. Set permission to Publish (required for tag editing and publishing)
  7. Save

Note: If you only need read access (auditing), Read permission is sufficient.

Step 4 — Configure the env var
bash
export GTM_SERVICE_ACCOUNT_KEY_PATH="/path/to/service-account.json"
# Or use inline JSON (useful for CI/CD)export GTM_SERVICE_ACCOUNT_KEY_JSON='{"type":"service_account","project_id":"...","private_key":"..."}'
# Or use Application Default Credentialsgcloud auth application-default login

3. Connect to Claude Code

bash
claude mcp add ainative-gtm-mcp npx -- -y @ainative/gtm-mcp \  -e GTM_SERVICE_ACCOUNT_KEY_PATH=/path/to/service-account.json

Or add a .mcp.json to your project root:

json
{  "mcpServers": {    "ainative-gtm-mcp": {      "command": "npx",      "args": ["-y", "@ainative/gtm-mcp"],      "env": {        "GTM_SERVICE_ACCOUNT_KEY_PATH": "/path/to/service-account.json"      }    }  }}

Security: Add .mcp.json to .gitignore if it contains key paths. Use .mcp.example.json as a template for teammates.

4. Verify it works

Ask Claude:

List my GTM accounts

Expected: your GTM account name and ID. If you get an empty array [], the service account hasn't been added to GTM yet (Step 3 above).


Important: GTM vs Google Ads conversions

This MCP server manages Google Tag Manager containers — tags, triggers, variables, and publishing.

If you see events like ads_conversion_PURCHASE_1 in GA4, those may be coming from Google Ads auto-imported conversions (via GA4 ↔ Google Ads account linking), not GTM tags. In that case:

  • If the event fires via a GTM tag → use gtm_find_misfiring_conversion_tags to fix it
  • If the event is a GA4-imported Google Ads conversion → fix it in Google Ads → Tools → Conversions, not in GTM

To tell the difference: if your GTM container has no tags (gtm_list_tags returns []), the conversion event is coming from outside GTM.


Example: Fix a misfiring conversion tag

The most common GTM billing issue — a Google Ads conversion tag fires on every page view instead of only on purchase confirmation.

1. List your accounts:   "List my GTM accounts"   → accountId: 123456789
2. List containers:   "List containers for account 123456789"   → containerId: 987654321, publicId: GTM-XXXXXXX
3. Audit the container:   "Audit container 987654321 in account 123456789"   → health score, list of issues including misfiring tags
4. Find misfiring conversion tags:   "Find misfiring conversion tags in container 987654321"   → shows which tags fire on All Pages instead of specific events
5. Fix the tag:   "Fix tag 42 to only fire on the purchase_confirmed event"   → gtm_fix_conversion_tag_trigger creates a scoped Custom Event trigger     and rewires the tag automatically
6. Review and publish:   "Show pending workspace changes, then publish"   → gtm_get_workspace_status + gtm_publish

Tool Reference

Account & Container (3 tools)

ToolDescription
gtm_list_accountsList all accessible GTM accounts
gtm_list_containersList containers in an account
gtm_get_containerGet container details

Tags (4 tools)

ToolDescription
gtm_list_tagsList all tags in a workspace
gtm_get_tagGet full tag configuration
gtm_update_tagUpdate a tag (trigger, params, name)
gtm_delete_tagDelete a tag

Triggers (4 tools)

ToolDescription
gtm_list_triggersList all triggers
gtm_get_triggerGet trigger configuration
gtm_create_triggerCreate a new trigger
gtm_update_triggerUpdate an existing trigger

Audit & Fix (3 tools)

ToolDescription
gtm_audit_containerFull container audit — health score 0–100, issues list
gtm_find_misfiring_conversion_tagsFind conversion tags firing on All Pages instead of specific events
gtm_fix_conversion_tag_triggerFix a misfiring tag — creates scoped Custom Event trigger, rewires tag

Versions & Publishing (4 tools)

ToolDescription
gtm_list_workspacesList workspaces
gtm_get_workspace_statusView pending changes before publishing
gtm_create_versionCreate a named version from workspace changes
gtm_publishPublish workspace to live

Google Ads (39 tools)

Full programmatic campaign lifecycle — an agent can build, launch, measure, and optimize a campaign end-to-end with no UI.

Build (campaigns, ad groups, ads, assets)

ToolDescription
gads_create_campaignCreate a Search/Display campaign with a dedicated budget + correct network settings
gads_create_pmax_campaignOne-call Performance Max builder — campaign + budget + asset group (headlines, descriptions, images, logo) in a single call; Google's AI optimizes across Search/Display/YouTube/Gmail
gads_create_ad_groupCreate an ad group inside a campaign
gads_create_responsive_search_adCreate an RSA (3–15 headlines, 2–4 descriptions, length-validated)
gads_create_responsive_display_adCreate a responsive display ad
gads_create_html5_adCreate an HTML5 upload (animated) display ad from a media bundle
gads_upload_image_assetUpload an image asset by URL
gads_upload_media_bundleUpload an HTML5 media-bundle (zip) asset

Bidding & bids

ToolDescription
gads_set_bidding_strategySwap bidding strategy (Maximize Clicks / Maximize Conversions / Target CPA / Target ROAS / Manual CPC) — reads back the change to confirm it landed (empty-payload swaps silently no-op)
gads_set_ad_group_bidSet an ad group's default max CPC bid
gads_set_keyword_bidSet a specific keyword's max CPC bid

Ad control

ToolDescription
gads_set_ad_statusPause / enable / remove an individual ad
gads_request_ad_reviewRequest re-review (appeal) of a disapproved/limited ad where API-appealable; honest result for UI-only policy topics

Ad extensions (assets)

ToolDescription
gads_add_sitelinkCreate + attach a sitelink
gads_add_calloutCreate + attach a callout (e.g. "7-Day Free Trial")
gads_add_structured_snippetCreate + attach a structured snippet
gads_add_call_extensionCreate + attach a call (phone) extension

Audiences & conversions (attribution)

ToolDescription
gads_add_audience_to_ad_groupAttach a user-list audience (observation or targeting)
gads_create_conversion_actionCreate an offline (UPLOAD_CLICKS) conversion action for gclid import
gads_upload_click_conversionUpload an offline conversion keyed by gclid — ties a real signup back to the ad click that drove it

Conversions & reporting

ToolDescription
gads_list_conversion_actionsList all conversion actions — name, ID, counting type, status, category
gads_update_conversion_countingFix counting type (ONE_PER_CLICK vs MANY_PER_CLICK) for a conversion action
gads_audit_conversion_goalsAudit all conversion goals — find misconfigured counting, inactive conversions
gads_set_conversion_goal_inclusionInclude/exclude a conversion action from the primary Conversions metric & Smart Bidding (e.g. stop a PAGE_VIEW action inflating conversions)
gads_get_account_performanceAccount-level performance — impressions, clicks, cost, conversions by date range

Campaigns & budgets

ToolDescription
gads_update_campaign_budgetSet a campaign's daily budget (scale spend up or down)
gads_pause_campaignPause a campaign — stop ad serving immediately
gads_create_keywordAdd a keyword to an ad group
gads_remove_keywordRemove (pause) a keyword from an ad group

Targeting & fraud protection

ToolDescription
gads_remove_campaign_criterionRemove a campaign criterion (targeted geo/placement/keyword) by ID — e.g. stop targeting a country sending invalid traffic
gads_add_negative_placementExclude a website/app placement (block click-fraud sites like quiz farms and junk apps)
gads_add_geo_targetAdd a geo target (presence-only by default — the India-fraud-safe setting)
gads_set_presence_onlyForce presence-only geo targeting on a campaign
gads_add_negative_keywordAdd a campaign-level negative keyword
gads_add_language_targetAdd a language target to a campaign

Auto-apply recommendations

ToolDescription
gads_list_recommendation_subscriptionsList auto-apply recommendation subscriptions and their status (audit what auto-applies)
gads_set_recommendation_subscriptionTurn auto-apply recommendations ON/OFF (pause budget/bid recommendations that can silently raise spend)
Google Ads Authentication

The Google Ads tools use OAuth2 credentials. Provide them via environment variables or your ADC file:

bash
# Option A: Explicit env varsexport GADS_CLIENT_ID="your-client-id"export GADS_CLIENT_SECRET="your-client-secret"export GADS_REFRESH_TOKEN="your-refresh-token"export GOOGLE_ADS_DEVELOPER_TOKEN="your-developer-token"export GOOGLE_ADS_CUSTOMER_ID="1234567890"
# Option B: Use Application Default Credentials (gcloud OAuth)# Run: gcloud auth application-default login# The server reads ~/.config/gcloud/application_default_credentials.json automaticallyexport GOOGLE_ADS_DEVELOPER_TOKEN="your-developer-token"export GOOGLE_ADS_CUSTOMER_ID="1234567890"

Developer token: Get yours at Google Ads API Center. A test token works for sandbox accounts; a standard token is required for production.

Note on GA4-imported conversions: If you see events like ads_conversion_PURCHASE_1 in GA4 but gads_list_conversion_actions returns an empty list, those conversions are GA4-imported into Google Ads (configured under Google Ads → Tools → Conversions). They are not standalone conversion actions and must be managed through the Google Ads UI.


Troubleshooting

SymptomCauseFix
gtm_list_accounts returns []Service account not added to GTMAdd service account email in GTM → Admin → User Management
Tag Manager API has not been used errorAPI not enabledEnable at console.cloud.google.com → APIs & Services → Tag Manager API
Permission denied on tag updateService account has Read-onlyUpgrade to Publish permission in GTM User Management
gtm_list_tags returns []Workspace is empty (no tags published)Check a different workspaceId, or confirm tags exist in GTM dashboard
Conversion event in GA4 but no matching GTM tagEvent comes from Google Ads auto-importFix in Google Ads → Tools → Conversions, not in GTM

Development

bash
git clone https://github.com/AINative-Studio/corecd packages/mcp-servers/ainative-gtm-mcpnpm installnpm run buildnpm run dev

License

MIT — AINative Studio

Source: README.md at commit b858f34

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.4.2LatestSep 16, 2026

Score

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