A side-by-side look at the AdLoop and Trillboards DOOH Advertising MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose AdLoop for marketing work as a local process; choose Trillboards DOOH Advertising for marketing over a hosted endpoint. You can also run both side by side in one mcpServers block.
health_check, get_account_summaries, run_ga4_report.TRILLBOARDS_API_KEY.import_feedback_creative, configure_feedback_brand, create_creative_experiment.Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 65/100 · Great | 53/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Remote HTTP/SSE |
| Auth | OAuth 2.0 | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | None listed | TRILLBOARDS_API_KEY |
| Verified owner | Community listing | Community listing |
| GitHub stars | 284 | 1 |
| Directory activity | 1 views 0 installs 0 upvotes | 1 views 0 installs 0 upvotes |
| Tools | 134 | 83 |
| Full listing | View AdLoop | View Trillboards DOOH Advertising |
health_checkTest AdLoop connectivity — checks OAuth token, GA4 API, Google Ads API,
and (when configured) the Reddit Ads API.
Returns the status of each service and actionable guidance when something
is broken, which makes it the diagnostic for failures in other tools.
Google Ads API: https://developers.google.com/google-ads/api/docs/start, Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Reddit Ads API: https://ads-api.reddit.com/docs/v3/get_account_summariesList all GA4 accounts and properties accessible by the authenticated user.
Serves as the discovery step for which GA4 properties are available.
Returns account names, property names, and property IDs.
Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Admin API: https://developers.google.com/analytics/devguides/config/admin/v1run_ga4_reportRun a custom GA4 report with optional filters, ordering, paging and a comparison period.
Returns the property, the date range, the dimension and metric headers,
one row per dimension combination (values as strings), row_count and
total_row_count (plus next_offset while more rows remain). At least one
dimension or metric is required. With compare_start/compare_end the
comparison period is a second date range: every row then carries a
dateRange value of "current" or "comparison", and date_ranges maps both
labels to their dates. Invalid filters or ordering return "Validation
failed" with details, before anything is sent.
Queries the GA4 Data API. Dimensions and metrics:
https://developers.google.com/analytics/devguides/reporting/data/v1/api-schemarun_realtime_reportRun a GA4 realtime report showing current active users and events.
Useful for checking if tracking is firing correctly after code changes.
Returns the dimension and metric headers and one row per dimension
combination over the realtime window (the last 30 minutes).
Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Admin API: https://developers.google.com/analytics/devguides/config/admin/v1get_tracking_eventsList all GA4 events and their volume for the given date range.
Returns every distinct event name with its total event count, sorted by
count (highest first). Shows what tracking is configured and active.
Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Admin API: https://developers.google.com/analytics/devguides/config/admin/v1list_key_eventsList the key events (conversions) configured on a GA4 property.
Returns each key event's event name, counting method (ONCE_PER_EVENT or
ONCE_PER_SESSION), create time, whether GA4 allows deleting it, whether
it is a custom event, and its resource name, sorted by event name, plus
the total. Reads the GA4 Admin API (keyEvents.list).
Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Admin API: https://developers.google.com/analytics/devguides/config/admin/v1list_ga4_dimensions_and_metricsList the dimensions and metrics a GA4 property can report on, including custom ones.
Returns the exact API names valid in run_ga4_report for this property:
each with its UI name, category, whether it is a custom definition
(customEvent:..., customUser:...), and deprecated API names; metrics
also carry their type and, for calculated metrics, the expression.
Reads the GA4 Data API metadata (properties.getMetadata), which uses no
report quota.
Google Analytics Data API: https://developers.google.com/analytics/devguides/reporting/data/v1 and Admin API: https://developers.google.com/analytics/devguides/config/admin/v1list_gsc_sitesList all Google Search Console properties the authenticated user can access.
Serves as the discovery step for the site URLs that search analytics
reports (run_gsc_report) take. Returns the site URL and permission level
for each property.
Search Console API: https://developers.google.com/webmaster-toolsrun_gsc_reportRun a Google Search Console search analytics report.
Returns clicks, impressions, CTR, and average position broken down by
the requested dimensions. Useful for diagnosing organic traffic drops,
finding keyword opportunities, and cross-referencing with GA4 and Ads data.
One request returns at most 25,000 rows; a full page carries
next_start_row for the following request. With data_state "all" the
response metadata names the first date whose data is still incomplete.
Queries the Search Console API:
https://developers.google.com/webmaster-tools/v1/searchanalytics/queryanalyze_page_speedRun PageSpeed Insights for a landing page — Lighthouse + real-user data.
Returns the performance score (0-100), lab Core Web Vitals (LCP, CLS,
TBT, FCP), CrUX field data from real Chrome users where available
(p75 LCP/INP/CLS/FCP/TTFB + FAST/AVERAGE/SLOW ratings), and the top
improvement opportunities with estimated savings. When the page itself
has too little traffic for field data, the origin-wide field data is
returned instead, marked field.scope="origin".
Typical input is an ad final_url: slow landing pages depress Quality
Score and waste paid clicks. Takes 10-30s; that is normal for a
Lighthouse run.
PageSpeed Insights API: https://developers.google.com/speed/docs/insights/v5/aboutlist_merchant_accountsList Google Merchant Center accounts the connected user can access.
Returns each account's numeric ID, name and whether it is a test
account. Provides the account_id used by get_merchant_feed_health;
not needed when merchant.account_id is set in the config.
Merchant API: https://developers.google.com/merchant/api/overviewget_merchant_feed_healthMerchant Center feed health — disapproved products + account issues.
Disapproved feed items silently starve Shopping and Performance Max
campaigns; this reports approved/pending/disapproved counts per
reporting context (Shopping ads, free listings, ...), the top product
issues by affected products (with documentation links), and
account-level issues — CRITICAL ones stop offers serving entirely.
Product-status data lags reality by ~30 minutes.
Merchant API: https://developers.google.com/merchant/api/overviewimport_feedback_creativeImport an AI model’s image through native bytes, moderation and brand review. Provide exactly one of asset_url, source_creative_id or image_base64. Inline bytes require content_type. PNG, JPEG and WebP are staged through native ownership, actual MIME, byte-hash, brand review and moderation. The existing data_api/api_calls tariff applies.configure_feedback_brandConfigure your native brand profile and enable its booked reactive campaign. Uses your authenticated native buyer and existing funded placement.create_creative_experimentCreate an experiment on a funded native media-buy placement. Uses your authenticated native buyer and existing funded placement.get_creative_experimentRead your native experiment, policy and latest 500 owned creative recovery records. Uses your authenticated native buyer and existing funded placement.register_creative_variantsRegister approved native generated creative variants. Uses your authenticated native buyer and existing funded placement.update_creative_policyReplace native creative weights at the expected policy version. Uses your authenticated native buyer and existing funded placement.get_creative_rewardsRead a metered page of latest measured native play states. Read actual latest native plays with NULL preserved. Dates are YYYY-MM-DD, max 31 days. Poll with the returned cursor; canonical_key plus reward_revision_id identify logical changes; build_stamp is provenance. Each page uses the published data_api/api_calls tariff.stop_creative_experimentStop the native experiment at the expected policy version. Uses your authenticated native buyer and existing funded placement.generate_brand_creativeGenerate a native brand creative for explicit review and moderation. The native ad and advertiser come from the experiment. Review and AI moderation are separate. The existing data_api/api_calls tariff applies.review_feedback_creativeApprove or reject your generated creative using native brand review. Uses your authenticated native buyer and existing funded placement.register_partnerRegister a new partner organization with Trillboards.
WHEN TO USE:
- First-time setup for a new partner integration
- Creating a new partner account to manage devices
RETURNS:
- partner_id: Unique partner identifier
- api_key: API key for authenticated requests (store securely!)
- status: Account status
EXAMPLE:
User: "Register my vending machine company"
register_partner({
company_name: "Acme Vending Co",
email: "tech@acmevending.com",
industry: "vending",
expected_devices: 50
})get_partner_infoGet information about the authenticated partner account.
WHEN TO USE:
- Checking current partner status and stats
- Verifying API key is working
- Getting partner account details
RETURNS:
- partner_id: Partner identifier
- company_name: Registered company name
- status: Account status (active, suspended, etc.)
- device_count: Number of registered devices
- total_impressions: Lifetime impression count
- earnings: Earnings summary
EXAMPLE:
User: "What's my partner account status?"
get_partner_info({})Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"adloop": {
"command": "uvx",
"args": [
"adloop"
]
}
}
}
{
"mcpServers": {
"trillboards-dooh-advertising": {
"url": "https://api.trillboards.com/mcp"
}
}
}