kLOskAI apps
adloop
MCP server giving AI assistants read/write access to Google Ads and GA4 from the IDE.
- Windows
- Browser
- Self-hostable
- Runs locally
- Needs API key
- Popularity
- 284 Stars
- GitHub stars
- Recent activity
- 10/21/2026
- Updated in the last 30 days
- License
- MIT
- Permissive
Why it matters
We look beyond stars: what problem it solves, whether it creates real utility, and what makes its approach worth noticing.
Problem
Directly addresses context switching between IDEs and ad dashboards, solving multi-platform reconciliation and budget safety needs.
Practical value
Connects LLMs directly to Google Ads and GA4 via MCP, supporting read/write operations and cross-domain diagnostics effectively.
Innovation / differentiation
Blends ad management with code context, featuring built-in safety guardrails and budget protection for specific platform quirks.
Leverage potential
Offers both cloud-hosted and self-hosted editions, integrating smoothly with major AI clients and local workflows.
Why now
Rides the rapid expansion of the MCP ecosystem, arriving as vertical workflow tools gain traction.
Community activity
In the last 90 days there were 26 new issues and 21 pull requests; the bounded issue/PR samples include 10 issue authors and 3 PR contributors, with 0 releases.
Maintainer responsiveness
The 26-issue window sample had a 96% close rate, and the 21-pull-request sample had a 62% merge rate. Maintainer-response observations covered 92% of that issue sample, with a 83% response rate and median first response of 4.3 days.
Key highlights
- "My conversions dropped and I don't know why." AdLoop cross-references Ads clicks, GA4 sessions, and conversion even
- "I'm wasting ad spend on irrelevant searches." Pull your search terms report, identify the junk, and add negative ke
- "Is my tracking even working?" Compare the event names in your actual codebase against what GA4 is receiving. Find t
Quick start
How it is installed, how hard it is, and where to start.
Best for
- Teams that want data on their own servers
- Developers who want to try it on their machine
Watch outs
- 6 inferred from materials — review under Sources below
More about it
AdLoop is an MCP server for Google Ads and GA4—assistants can read (and, if allowed, write) marketing data from the IDE instead of tab-hopping consoles.
Write access is risky: start read-only with a dedicated GCP project and least-privilege service accounts. It speeds operations; it does not invent your media strategy.
Sources
Each field shows its status and source — expand to review.
10 · Expand
Sources
Each field shows its status and source — expand to review.
Latest release
Verifiedv0.33.1
Source: GitHub API · latest_release=v0.33.1 · 10/22/2026
License
VerifiedMIT
Source: GitHub API · license.spdx_id=MIT · 10/22/2026
logo url
VerifiedNone
Source: admin_cms · cms editor · 8/28/2026
needs api key
Inferred from materialsYes
Source: Project README · matched api key keywords · 8/15/2026
One-liner
Verified{"en":"MCP server giving AI assistants read/write access to Google Ads and GA4 from the IDE.","zh":"AdLoop 是一个针对 Google Ads 和 GA4 的 MCP 服务器，解决了营销人员在 IDE 中管理广告数据时频繁切换上下文的痛点。它通过自然语言接口实现广告诊断、数据对比及合规性检查，并内置了防止误操作的预算安全机制。"}
Source: heuristic_batch_publish · batch-publish-tools heuristic write · 8/24/2026
Platforms
Inferred from materialswindows, browser
Source: Project README · windows,browser · 8/15/2026
Category hint
Inferred from materialsai-apps
Source: Project README · hint=ai-apps · 8/15/2026
screenshot url
VerifiedNone
Source: admin_cms · cms editor · 8/28/2026
supports local
Inferred from materialsYes
Source: Project README · matched local keywords · 8/15/2026
supports self host
Inferred from materialsYes
Source: Project README · matched self-host keywords · 8/15/2026
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