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Ranked by Attention Score: stars gained over the last 180 complete days

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Topics: data-extraction

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3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: TypeScript
Topic: data-extraction
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1.firecrawl / firecrawl

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

ai
crawler
markdown
scraper
html-to-markdown
llm
+13 more

TypeScript AGPL-3.0198K total10K forks

+83,933 stars

from 113,743 · score 11.34

2.browserbase / stagehand

The SDK to extract data and interact with any site on the web. Get started with Claude Code, Codex, Eve, Mastra, and more.

agents
ai
playwright
ai-agents
browser-agent
browser-automation
+8 more

TypeScript MIT26K total1.8K forks

+3,627 stars

from 22,272 · score 8.20

3.getmaxun / maxun

Turn any website into a structured API. Extract, automate, search and monitor the web.

automation
no-code
scraper
web-scraper
web-scraping
api
+12 more

TypeScript AGPL-3.018K total1.6K forks

+2,725 stars

from 15,404 · score 7.91

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Tag holds the repositories that have it; see Tags.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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