AdLoop Pilot Validation
Built a working Google Ads MCP pilot with OAuth, MCC linking, guarded reads, and a reusable smoke test.
What Had To Work
- Replace the repo maintainer OAuth path with a private, safer setup
- Untangle manager-account linking, client-account visibility, and propagation delays
- Separate what the tool can read today from what still needs custom audit workflow design
Outcomes
- The pilot environment can read the linked Ads account and validate the paused campaign state
- Smoke-test scripts and setup notes now make the demo environment repeatable
- Explorer token limits and Keyword Planner restrictions are documented up front
Skills Applied
API access validation
Verified the actual read path instead of relying on repo-level assumptions
OAuth and account troubleshooting
Turned a blocked integration into a working pilot with clear constraints
Operator-layer scoping
Framed the MCP server as a building block instead of overselling it as the final product
Pilot validation framed as a repeatable audit board
Case Study Notes
This pilot moved beyond repo review and into a working environment. The setup included creating a dedicated Google Cloud OAuth client, connecting the manager and client account correctly, validating the read path through AdLoop, and documenting where the tool is strong versus where custom workflow design is still required.
The work also surfaced the real operating constraints. Google Ads token access level matters. OAuth setup matters. GA4 access patterns matter. Instead of pretending an MCP server is the finished product, the pilot made it clear that the durable value sits in the operator layer, the audit workflow, and the safety rules built around the raw tool access.
The result is a usable proof environment that can be demonstrated, validated, and scoped honestly without claiming more automation than the current access level actually permits.
Technologies Used
backend
tools
Project Timeline
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