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Trending Tags Repositories Insights Dependencies Withheld

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Topics: web-scraper

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3 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: web-scraper
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1.Panniantong / Agent-Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

agent-infrastructure
ai-agent
ai-search
automation
bilibili
claude-code
+11 more

Python MIT108K total9.6K forks

+5,131 stars

from 102,472 · score 8.54

2.D4Vinci / Scrapling

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

crawler
crawling
crawling-python
playwright
python
scraping
+14 more

Python BSD-3-CLAUSE93K total9.8K forks

+2,042 stars

from 89,702 · score 7.62

3.ScrapeGraphAI / Scrapegraph-ai

Python scraper based on AI

scraping
scraping-python
llm
web-crawler
web-scraping
ai-scraping
+14 more

Python MIT32K total3.3K forks

+202 stars

from 32,220 · score 5.31

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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