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Data / Repositories / Web scraper / Python

Python Web scraper repositories on GitHub: 5 ranked by stars

5 public Python repositories tagged Web scraper are on GitHub, with 216,244 stars between them; 3 had a push in the last 30 days. The most starred: Panniantong/Agent-Reach (97,255), D4Vinci/Scrapling (86,357), ScrapeGraphAI/Scrapegraph-ai (31,623).

SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.

Every repository, most starred first

RepositoryWhat it isStarsForksLicenseLast pushRead
Panniantong/Agent-ReachGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.97,2558,509MITOct 8Oct 14
D4Vinci/ScraplingAn adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!86,3578,855BSD-3-ClauseOct 8Oct 8
ScrapeGraphAI/Scrapegraph-aiPython scraper based on AI31,6233,221MITOct 6Oct 8
je-suis-tm/web-scrapingDetailed web scraping tutorials for dummies with financial data crawlers on Reddit WallStreetBets, CME (both options and futures), US Treasury, CFTC, LME, MacroTrends, SHFE and…911190Apache-2.0Feb 1, 2022Sep 21
Sharan-Kumar-R/Custom-MCP-ServerMCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.9876Jun 27, 2025Oct 14

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Every Web scraper repository

Read from GitHub by SpecStream between September 21, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.