head to head · open source
google-meta-ads-ga4-mcp vs growth-lab
google-meta-ads-ga4-mcp has 6,933 GitHub stars, 373 forks, 1 open issues and last shipped 9 days ago. growth-lab has 1,972 stars, 169 forks, 0 open issues and last shipped 1 months ago. google-meta-ads-ga4-mcp leads on adoption by 252% (6,933 vs 1,972 stars). google-meta-ads-ga4-mcp is written in various languages under MIT; growth-lab is written in Python under Apache-2.0. google-meta-ads-ga4-mcp has attracted 5% as many forks as stars, growth-lab 9%. google-meta-ads-ga4-mcp was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| google-meta-ads-ga4-mcp | growth-lab | |
|---|---|---|
| GitHub stars | ★ 6.9K | ★ 2.0K |
| License | MIT | Apache-2.0 |
| Written in | — | Python |
| Last push | 2026-10-27 | 2026-09-28 |
| Forks | ⑂ 373 | ⑂ 169 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick google-meta-ads-ga4-mcp if
- You weight community size — 6.9K stars and counting
- You want the MIT license terms
- You value the larger contributor base for long-term maintenance
pick growth-lab if
- You want the growth-lab feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and growth-lab fits your workflow better
About google-meta-ads-ga4-mcp
Google Ads MCP + Meta Ads MCP + GA4 — one unified MCP server Google Ads MCP, Meta Ads (Facebook/Instagram) MCP, and Google Analytics 4 in a single server for Claude, ChatGPT, Cursor, Windsurf & n8n — 250+ tools, hosted remote MCP, OAuth login, no API keys. Product pages Google Ads MCP : tools, prompts, install per client, comparison (product page) Meta Ads MCP : Facebook and Instagram Ads tools, prompts, install per client (product page) Agent readable index: llms.txt Connect in 30 seconds claude.ai, Claude Desktop, ChatGPT, Cursor: Settings › Connectors › Add custom connector , paste sign in with the Google or…
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About growth-lab
🧪 Growth Lab 用自然语言运行产品运营和用户增长闭环：理解产品，发现真实需求，采取行动，再从结果中找到下一步。 官网 简体中文 · English · 繁體中文 · Français · Español · Русский · Português · Deutsch · 日本語 · 한국어 · Türkçe · Tiếng Việt · Polski 为什么做 Growth Lab 大多数 AI 增长工具只解决一个局部问题：有的生成文案，有的研究竞品，有的负责发布，有的展示数据。产品上下文在不同工具之间反复丢失，真正重要的决策仍散落在仪表盘、文档、Prompt 和人工交接中。 增长是一个持续学习的闭环： 现代 Coding Agent 已经能够读取代码仓库、搜索网络、操作工具、编辑文件、跨上下文推理，并在会话中与人协作。Growth Lab 以 Codex 和 Claude Code 作为应用 Runtime，将这些能力组织成端到端的增长工作流。 产品模型 Skill 教 Runtime 如何理解产品、开展研究、选择工具、形成策略、制作内容、分析反馈和决定下一步。Client 工具让 Runtime 能够使用浏览器、官方 API、数据导出、内容平台和素材生成等外部能力。文件跨会话保存产品上下文、研究资料、决策与结果。 AI 会话负责控制整个工作流程。 每个 Model 都是一个“观察—行动—复盘”闭环。每个…
read the full growth-lab overview →
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Frequently asked questions
Is google-meta-ads-ga4-mcp or growth-lab more popular?
google-meta-ads-ga4-mcp has 6,933 GitHub stars and growth-lab has 1,972. google-meta-ads-ga4-mcp has the larger community by that measure.
Are google-meta-ads-ga4-mcp and growth-lab free?
Both are open source. google-meta-ads-ga4-mcp is licensed under MIT and growth-lab under Apache-2.0. Neither carries a licence fee.
What is the difference between google-meta-ads-ga4-mcp and growth-lab?
google-meta-ads-ga4-mcp is written in various languages and growth-lab in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, google-meta-ads-ga4-mcp or growth-lab?
Choose google-meta-ads-ga4-mcp if you want the larger community (6,933 stars) or its MIT licence terms. Choose growth-lab if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.