Measure & monitor — analytics, money, and observability MCPs
When to use this skill
- Metrics questions: traffic, retention, installs, ROAS, DAU, reviews.
- Money questions: revenue, MRR, P&L, cloud spend, forecast.
- Ops questions: alerts firing, pod logs, error spikes.
- KYC questions: who verified / got declined, mint a verification link.
- Rendering any of the above as a chart/dashboard/video (viz).
Most tiles here are read-only wrappers with baked credentials —
no token handling needed when going through the gateway.
The tiles in this group
Registry group measure. Gateway tileId is what admin_call_mcp takes.
| Tile id |
Gateway tileId |
What it does |
Key tools / notes |
grafana |
grafana |
Dashboards, PromQL, LogQL, alert rules (official MCP, 65 tools, session handshake) |
query_prometheus needs startTime AND endTime (e.g. 'now'); Loki via query_loki_logs with datasourceUid: 'loki'. Viewer SA token baked. |
loki |
loki |
Direct cluster log search (42 tools) |
loki_search_logs (no LogQL needed), loki_error_summary, loki_query_range. Mutations need confirm=true. In-cluster only. |
aws-costs |
aws |
AWS spend + EKS state (read-only) |
aws_cost_by_service, aws_cost_daily, aws_cost_forecast, aws_eks_list_clusters, aws_eks_list_nodegroups. In-cluster only. |
stripe-revenue |
stripe |
Stripe money (read-only) |
stripe_revenue_summary (start here), stripe_balance, stripe_list_charges/subscriptions/invoices/payouts/refunds_disputes/customers/products_prices. In-cluster only. |
revenuecat-revenue |
revenuecat |
Mobile IAP/subscription revenue (read-only) |
revenuecat_list_projects (start here), revenuecat_overview_metrics (MRR/active subs), customers. In-cluster only. |
quickbooks |
quickbooks |
Accounting: P&L, balance sheet, cash flow (read-first) |
qb_profit_and_loss (start here), qb_balance_sheet, qb_cash_flow, qb_expenses_list, qb_invoices_list, qb_query (SELECT-only). In-cluster only. |
ga4-analytics |
ga4 |
GA4 traffic per app-id |
ga4_list_apps (start here), ga4_traffic_summary, ga4_top_pages, ga4_traffic_sources, ga4_events, ga4_realtime. Every tool takes appId. In-cluster only. |
gsc-search |
gsc |
Search Console organic per app-id |
gsc_list_sites (start here), gsc_search_summary, gsc_top_queries, gsc_top_pages, gsc_sitemaps, gsc_inspect_url. Takes appId. In-cluster only. |
posthog |
posthog |
PostHog official MCP: insights, HogQL, replays, flags, errors |
Bearer = personal API key (phx_...); platform default seeded. |
appsflyer-attribution |
appsflyer |
AppsFlyer official MCP: attribution, ROAS/LTV, SKAN, OneLink |
Bearer = AppsFlyer MCP token; default via connector. |
adjust |
adjust |
Adjust attribution (read-only) |
adjust_apps_list (start here), adjust_report, adjust_cohorts (retention_by_network / fraud_overview presets). In-cluster only. |
appstore-insights |
appstore |
App Store Connect per app-id |
appstore_list_apps (start here), appstore_app_overview, appstore_latest_reviews, appstore_ratings_summary, appstore_sales_report. In-cluster only. |
playstore-insights |
playstore |
Play Console per app-id |
playstore_list_apps (start here), playstore_latest_reviews, playstore_iap_products, playstore_subscriptions, playstore_crash_anr_rates. In-cluster only. |
youtube-stats |
youtube |
House YouTube channel stats (read-only, public data) |
youtube_channel_stats (start here), youtube_recent_videos, youtube_top_videos, youtube_video_stats. In-cluster only. |
didit-kyc |
didit |
Didit KYC/KYB sessions & decisions |
didit_list_sessions (start here), didit_session_decision, didit_create_session (mints a link; uses credits). In-cluster only. |
veriff-kyc |
veriff |
Veriff verification by sessionId (no list endpoint) |
veriff_session_decision/person/watchlist_screening, veriff_create_session; on failure run veriff_setup_status. In-cluster only. |
dataviz |
viz |
Render charts (PNG), dashboards, HTML, MP4 — hosted URLs |
viz_render_image, viz_render_dashboard, viz_render_html, viz_render_video. Always show the returned URL. In-cluster only. |
Portal-only tiles (no MCP): langfuse (LLM traces/cost), memory-atlas,
quizverse-metrics, marketx, cro-audit, competitor-intel,
cashback-analytics, insights-engine, app-dashboard.
How to reach them
Most of these are in-cluster only (*.aicart.svc.cluster.local URLs) —
from outside the cluster the gateway is the only path:
admin_call_mcp { tileId: "stripe", method: "tools/call",
tool: "stripe_revenue_summary", arguments: {} }
Gateway: https://admin-mcp.intelli-verse-x.ai/, Bearer = ADMIN_MCP_TOKEN.
The externally-reachable exceptions can also be attached directly:
grafana-mcp.intelli-verse-x.ai/mcp, mcp.posthog.com/mcp,
mcp.appsflyer.com/auth/mcp.
App-id keyed tiles (ga4, gsc, appstore, playstore) take appId in
every tool: quizverse, questx, intelliverse, contentx, kioskx,
toba. If an app isn't onboarded, the *_setup_status tool returns
step-by-step instructions and *_onboard_app saves config in-chat.
Task recipes
Weekly revenue snapshot. stripe_revenue_summary +
revenuecat_overview_metrics + qb_profit_and_loss; compare to previous
period, then render with viz_render_dashboard and show the hosted URL.
"Is something broken?" grafana: list firing alert rules → loki:
loki_error_summary for the last 6h → correlate with the affected
service's own MCP. Recommend one action; don't execute writes.
Traffic report per app. ga4_traffic_summary {appId} +
gsc_search_summary {appId} + appstore_latest_reviews /
playstore_crash_anr_rates — one table per app-id, flag ±20% swings.
KYC check on a user. didit_list_sessions filtered by
vendorData/status → didit_session_decision for details. Only call
didit_create_session / veriff_create_session with approval (costs credits).
Cautions
- Almost everything here is read-only; the exceptions that spend money or
credits (
didit_create_session, veriff_create_session) or mutate
(Grafana dashboard writes, loki mutations with confirm=true) need
explicit user approval.
- Never paste tokens into chat — defaults are baked into the wrappers.
- Gather numbers from the analytics MCPs first, then pass them to
viz —
the viz tools render what you give them, they don't fetch data.
1---2name: ivx-mcp-measure-monitor3description: The "Measure & monitor" MCP tiles — Grafana/Loki observability, AWS costs, Stripe/RevenueCat/QuickBooks money, GA4/GSC/PostHog/AppsFlyer/Adjust analytics, App Store/Play Store/YouTube fleet data, Didit/Veriff KYC, and the viz renderer. Use for any "how are we doing / what is broken / how much did we make" question.4---56# Measure & monitor — analytics, money, and observability MCPs78## When to use this skill910- Metrics questions: traffic, retention, installs, ROAS, DAU, reviews.11- Money questions: revenue, MRR, P&L, cloud spend, forecast.12- Ops questions: alerts firing, pod logs, error spikes.13- KYC questions: who verified / got declined, mint a verification link.14- Rendering any of the above as a chart/dashboard/video (viz).1516Most tiles here are **read-only wrappers with baked credentials** —17no token handling needed when going through the gateway.1819## The tiles in this group2021Registry group `measure`. Gateway tileId is what `admin_call_mcp` takes.2223| Tile id | Gateway tileId | What it does | Key tools / notes |24|---|---|---|---|25| `grafana` | `grafana` | Dashboards, PromQL, LogQL, alert rules (official MCP, 65 tools, session handshake) | `query_prometheus` needs `startTime` AND `endTime` (e.g. `'now'`); Loki via `query_loki_logs` with `datasourceUid: 'loki'`. Viewer SA token baked. |26| `loki` | `loki` | Direct cluster log search (42 tools) | `loki_search_logs` (no LogQL needed), `loki_error_summary`, `loki_query_range`. Mutations need `confirm=true`. In-cluster only. |27| `aws-costs` | `aws` | AWS spend + EKS state (read-only) | `aws_cost_by_service`, `aws_cost_daily`, `aws_cost_forecast`, `aws_eks_list_clusters`, `aws_eks_list_nodegroups`. In-cluster only. |28| `stripe-revenue` | `stripe` | Stripe money (read-only) | `stripe_revenue_summary` (start here), `stripe_balance`, `stripe_list_charges/subscriptions/invoices/payouts/refunds_disputes/customers/products_prices`. In-cluster only. |29| `revenuecat-revenue` | `revenuecat` | Mobile IAP/subscription revenue (read-only) | `revenuecat_list_projects` (start here), `revenuecat_overview_metrics` (MRR/active subs), customers. In-cluster only. |30| `quickbooks` | `quickbooks` | Accounting: P&L, balance sheet, cash flow (read-first) | `qb_profit_and_loss` (start here), `qb_balance_sheet`, `qb_cash_flow`, `qb_expenses_list`, `qb_invoices_list`, `qb_query` (SELECT-only). In-cluster only. |31| `ga4-analytics` | `ga4` | GA4 traffic per app-id | `ga4_list_apps` (start here), `ga4_traffic_summary`, `ga4_top_pages`, `ga4_traffic_sources`, `ga4_events`, `ga4_realtime`. Every tool takes `appId`. In-cluster only. |32| `gsc-search` | `gsc` | Search Console organic per app-id | `gsc_list_sites` (start here), `gsc_search_summary`, `gsc_top_queries`, `gsc_top_pages`, `gsc_sitemaps`, `gsc_inspect_url`. Takes `appId`. In-cluster only. |33| `posthog` | `posthog` | PostHog official MCP: insights, HogQL, replays, flags, errors | Bearer = personal API key (`phx_...`); platform default seeded. |34| `appsflyer-attribution` | `appsflyer` | AppsFlyer official MCP: attribution, ROAS/LTV, SKAN, OneLink | Bearer = AppsFlyer MCP token; default via connector. |35| `adjust` | `adjust` | Adjust attribution (read-only) | `adjust_apps_list` (start here), `adjust_report`, `adjust_cohorts` (`retention_by_network` / `fraud_overview` presets). In-cluster only. |36| `appstore-insights` | `appstore` | App Store Connect per app-id | `appstore_list_apps` (start here), `appstore_app_overview`, `appstore_latest_reviews`, `appstore_ratings_summary`, `appstore_sales_report`. In-cluster only. |37| `playstore-insights` | `playstore` | Play Console per app-id | `playstore_list_apps` (start here), `playstore_latest_reviews`, `playstore_iap_products`, `playstore_subscriptions`, `playstore_crash_anr_rates`. In-cluster only. |38| `youtube-stats` | `youtube` | House YouTube channel stats (read-only, public data) | `youtube_channel_stats` (start here), `youtube_recent_videos`, `youtube_top_videos`, `youtube_video_stats`. In-cluster only. |39| `didit-kyc` | `didit` | Didit KYC/KYB sessions & decisions | `didit_list_sessions` (start here), `didit_session_decision`, `didit_create_session` (mints a link; **uses credits**). In-cluster only. |40| `veriff-kyc` | `veriff` | Veriff verification by sessionId (no list endpoint) | `veriff_session_decision/person/watchlist_screening`, `veriff_create_session`; on failure run `veriff_setup_status`. In-cluster only. |41| `dataviz` | `viz` | Render charts (PNG), dashboards, HTML, MP4 — hosted URLs | `viz_render_image`, `viz_render_dashboard`, `viz_render_html`, `viz_render_video`. Always show the returned URL. In-cluster only. |4243Portal-only tiles (no MCP): `langfuse` (LLM traces/cost), `memory-atlas`,44`quizverse-metrics`, `marketx`, `cro-audit`, `competitor-intel`,45`cashback-analytics`, `insights-engine`, `app-dashboard`.4647## How to reach them4849**Most of these are in-cluster only** (`*.aicart.svc.cluster.local` URLs) —50from outside the cluster the **gateway is the only path**:5152```53admin_call_mcp { tileId: "stripe", method: "tools/call",54 tool: "stripe_revenue_summary", arguments: {} }55```5657Gateway: `https://admin-mcp.intelli-verse-x.ai/`, Bearer = `ADMIN_MCP_TOKEN`.58The externally-reachable exceptions can also be attached directly:59`grafana-mcp.intelli-verse-x.ai/mcp`, `mcp.posthog.com/mcp`,60`mcp.appsflyer.com/auth/mcp`.6162App-id keyed tiles (`ga4`, `gsc`, `appstore`, `playstore`) take `appId` in63every tool: `quizverse`, `questx`, `intelliverse`, `contentx`, `kioskx`,64`toba`. If an app isn't onboarded, the `*_setup_status` tool returns65step-by-step instructions and `*_onboard_app` saves config in-chat.6667## Task recipes6869**Weekly revenue snapshot.** `stripe_revenue_summary` +70`revenuecat_overview_metrics` + `qb_profit_and_loss`; compare to previous71period, then render with `viz_render_dashboard` and show the hosted URL.7273**"Is something broken?"** grafana: list firing alert rules → loki:74`loki_error_summary` for the last 6h → correlate with the affected75service's own MCP. Recommend one action; don't execute writes.7677**Traffic report per app.** `ga4_traffic_summary {appId}` +78`gsc_search_summary {appId}` + `appstore_latest_reviews` /79`playstore_crash_anr_rates` — one table per app-id, flag ±20% swings.8081**KYC check on a user.** `didit_list_sessions` filtered by82`vendorData`/status → `didit_session_decision` for details. Only call83`didit_create_session` / `veriff_create_session` with approval (costs credits).8485## Cautions8687- Almost everything here is read-only; the exceptions that spend money or88 credits (`didit_create_session`, `veriff_create_session`) or mutate89 (Grafana dashboard writes, `loki` mutations with `confirm=true`) need90 explicit user approval.91- Never paste tokens into chat — defaults are baked into the wrappers.92- Gather numbers from the analytics MCPs *first*, then pass them to `viz` —93 the viz tools render what you give them, they don't fetch data.
intelli-verse-x