head to head · open source
google-meta-ads-ga4-mcp vs growth-lab
google-meta-ads-ga4-mcp has 1,995 GitHub stars, 297 forks, 1 open issues and last shipped yesterday. growth-lab has 1,988 stars, 170 forks, 0 open issues and last shipped 1 months ago. google-meta-ads-ga4-mcp leads on adoption by 0% (1,995 vs 1,988 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 15% 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. The two share 1 topic tag (ai-agent), so they are genuine substitutes rather than adjacent tools.
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 | ★ 2.0K | ★ 2.0K |
| License | MIT | Apache-2.0 |
| Written in | — | Python |
| Last push | 2026-09-19 | 2026-08-11 |
| Forks | ⑂ 297 | ⑂ 170 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick google-meta-ads-ga4-mcp if
- You weight community size — 2.0K 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 meta ads ga4 mcp is an MIT licensed MCP server in the Business Software / Marketing & Customer Engagement category. It exposes the Google Ads API, Meta Marketing API, and Google Analytics 4 Data API as tools for Claude, ChatGPT, Cursor, Windsurf, and n8n. It uses a hosted remote MCP endpoint, OAuth login, and no API keys.
read the full google-meta-ads-ga4-mcp overview →
About growth-lab
Growth Lab is an open source Python growth tool in the business software and marketing customer engagement ecosystem. It understands a product, fetches needed data, researches the market, executes campaign actions, and reviews results to improve the next growth round. It runs inside Codex or Claude Code as the application runtime.
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 1,995 GitHub stars and growth-lab has 1,988. 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 (1,995 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.