Data & Analytics Skill
Airflow DAG Patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and…
$15
MCP Data Toolkit
MCP veri araclari (GSC, GA4, Google Ads Keyword Planner) dogru kullanim kilavuzu.
A correct-usage manual for marketing data tools across Search Console, Analytics, and Ads Keyword Planner: 46 tools, documented parameter rules, and 22 known traps. It enforces a verified reporting workflow so the right metric comes from the right authoritative source, preventing wrong numbers from reaching client reports.
$15 one-time
Add to a kit → Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in
- Type Skill
- Category Data & Analytics
- Delivery Email · instant
- License One-time
Inside the run · no black box
See the actual work before you buy it.
Pull a report with the wrong property ID and you ship another account's data to a client. Every pull here starts at the registry, follows a fixed order, consults 26 known traps, and ends behind a claim gate.
- Registry lookup first: every customer's GA4 property ID, Ads customer ID and GSC site URL (with its exact format, trailing slash or sc-domain prefix) comes from the customer registry file. Guessed or hardcoded IDs are banned, because a wrong ID silently pulls another account's data.
- Live-site check via WebFetch before pulling a single metric, confirming the domain is actually up and serving.
- Ordered pull, sequence matters: GSC totals with the date dimension (the query dimension hides low-volume searches and undercounts totals), then top queries and top pages separately, GA4 traffic with previous-period comparison, then the Ads account overview at account level, never the sum of campaign rows, which excludes extensions.
- Trap table consulted on every call: 26 known pitfalls including currency shown as dollars on TRY accounts, LAST_30_DAYS silently falling back to 28 days, GA4 IDs that must be numeric not G-prefixed, and a 2-day GSC data delay.
- Cross-validation before writing: MCP values are checked against the platform screens, and Ads conversions are compared with GA4 conversions. A gap above 30 percent blocks the report narrative and triggers a tracking audit instead.
- Claim gate at the end: every number in the report carries a VERIFIED, ASSUMED or INFERRED label with its source call. A report with zero verified labels is hard-blocked before delivery.
One power source. 6 lines out.
mcp-data-toolkit · core
core active · 6 lines
- ✓ writing accurate monthly
Writing accurate monthly client SEO and ads reports
- ✓ keyword research with of…
Keyword research with official search volume and CPC data
- ✓ pulling correct total se…
Pulling correct total Search Console metrics without anonymization loss
- ✓ avoiding the account-total
Avoiding the account-total versus campaign-total mix-up in ad reports
- ✓ cross-validating analyti…
Cross-validating analytics, search, and ads numbers before publishing
- ✓ verifying currency and p…
Verifying currency and property-ID formats before any data call
Yours to keep.
Drag time forward. Watch what stays.
Forever
That's what owning means.
The rented stack
ai writing tool: subscription
expired · access lostanalytics suite: subscription
expired · access lostdesign platform: subscription
expired · access lost(nothing left)
Your forge
-
Stop publishing wrong numbers: every metric traced to its authoritative source
license: perpetual -
Catch the costly mistakes (currency confusion, dimension errors, ID mismatches) before they ship
license: perpetual -
Cut report rework with a fixed data-pull sequence and verification checklist
license: perpetual -
Build client trust with claim labels that separate verified data from estimates
license: perpetual
subscriptions expire · deeds don't
Everything in the box.
Pick a piece up. Watch it work.
Step-by-step report-writing workflow with mandatory data-pull order
6 parts · one working system · ships instantly by email
From the field · a real case
This wasn’t written at a desk.
The problem
The fix
The result
This wasn't forged for everyone.
- Not for you if you'd rather rent a tool than own one.
- Not for you if you want someone else to run your stack.
- Not for you if you're happy guessing.
Agencies, SEO and ads analysts, and reporting teams who pull marketing data and cannot afford wrong numbers in client-facing reports.
then this was forged for you.Works with
Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.
- Claude Native format
- ChatGPT Adapts via open standards
- Gemini Adapts via open standards
- Cursor Adapts via open standards
- Copilot Adapts via open standards
Catch what's on your mind.
the air is clear. nothing between you and the forge.
catch a spark: the forge will answer
-
We only use Search Console and Analytics, not Google Ads. Is half of it wasted on us?
No. The manual is organized as per-platform tool cards, so you use the Search Console and Analytics sections and skip the Keyword Planner ones. The 22-row trap table and the single-source-of-truth rules apply to whichever platforms you actually pull data from.
-
How does a usage manual actually prevent wrong numbers in reports?
Three mechanisms: a trap table covering silent failures like currency confusion, dimension errors, and ID-format mismatches; source-of-truth rules mapping each metric to the one tool authorized to answer it; and a fixed data-pull order plus a pre-delivery checklist, so verification stops being optional.
-
Does it connect to my accounts and pull the data itself?
No. It is the discipline layer for the data tools, not a connector: you still need working access to Search Console, Analytics, and Ads. What it governs is how those 46 tools get called, with which parameters, and how the resulting numbers are labeled before a client ever sees them.
-
How is it delivered?
By email right after purchase: ready to run, downloaded instantly, no setup wait.
-
One-time or subscription?
A one-time purchase; no subscription or hidden fees. VAT (20%) is included.
-
Can I get a refund?
As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.