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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.

Latest metrics (snapshot 2026-10-31)

stars102
forks8
issues0
pushed_at2026-10-30T15:42:19Z

History

History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.

DateGitHub stars
2026-10-31102

ADC Momentum: 42/100

ADC Momentum 42 Leaderboard

Growth velocity37
Consistency30
Recency97
Agent demand0
Basisbootstrap

ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method

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Details

descriptionSelf-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.
urlhttps://github.com/nodemaven/google-browser-scraper
languagePython
licenseMIT
topicsai-agents
browser-automation
google-scraper
google-search
google-search-api
headless-chrome
mcp
mcp-server
patchright
playwright
python
residential-proxy
created_at2026-10-01T16:39:14Z
homepagehttps://go.nodemaven.com/ghgooglesearch

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