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Trending Tags Repositories Insights Dependencies Withheld

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

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Topics: web-search

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

Language: Python
Topic: web-search
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1.mvanhorn / last30days-skill

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

ai-prompts
claude
claude-code
reddit
twitter
hackernews
+14 more

Python MIT66K total5.8K forks

+41,896 stars

from 24,358 · score 10.64

2.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

+8,199 stars

from 24,223 · score 9.01

3.jarun / ddgr

:duck: DuckDuckGo from the terminal

duckduckgo
command-line
standalone
terminal
duckduckgo-bang
web-search
+3 more

Python GPL-3.03.6K total169 forks

+293 stars

from 3,283 · score 5.68

4.jarun / googlerArchived

:mag: Google from the terminal

google-news
google-search
google-site-search
google
command-line
standalone
+5 more

Python GPL-3.06.2K total536 forks

+41 stars

from 6,167 · score 3.74

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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