Python · MIT
nodemaven/google-browser-scraper
Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents.
★ 111
Stars
9 forks · 0 open issues
+2.9/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
31.7
Momentum / 100
see the breakdown below
37d ago
Created
last push 7d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 11.2 | +2.9/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.6 | last push 7d ago; decays to zero at 180 days |
| Scale | 15 | 5.9 | 111 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 31.7 | sum of the above |
Detail
| Topics | ai-agentsbrowser-automationgoogle-scrapergoogle-searchgoogle-search-apiheadless-chromemcpmcp-serverpatchrightplaywrightpythonresidential-proxyscraperself-hostedseoserpserp-apiserp-scraperserpapi-alternativeweb-scraping |
| Matched on | Dev Tools (self-hosted) |
| Short window | +20 stars over 7 days = 2.9/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 3.19 stars/day over 35 days |
| First seen here | 2026-10-26 |
| Last read | 2d ago |