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Scraper Python Packages

Python packages with the GitHub topic scraper. Sorted by monthly downloads, with stars and forks.
rushter
selectolax

Python binding to Modest and Lexbor engines. Fast HTML5 parser with CSS selectors for Python.

5.6M 2K 94
firecrawl
firecrawl-py

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

5.5M 190K 10K
unclecode
crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

1.3M 86K 9K
apify
crawlee

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

849K 10K 808
JoMingyu
google-play-scraper

Google play scraper for Python inspired by <facundoolano/google-play-scraper>

727K 1K 250
firecrawl
firecrawl

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

716K 190K 10K
codelucas
newspaper3k

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

456K 15K 2K
spider-rs
spider-client

Python, Javascript, and Rust libraries for the Spider Cloud API.

443K 26 9
scrapfly
scrapfly-sdk

Official Python SDK for the Scrapfly platform: web scraping, screenshots, AI extraction, crawling, and a remote anti-bot browser. Integrates with Scrapy, LlamaIndex, and LangChain.

246K 62 17
ZenRows
zenrows

SDK to access Zenrows API directly from Python. We handle proxies rotation, headless browsers and CAPTCHAs for you.

237K 21 11
alirezamika
autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

218K 8K 831
0x676e67
wreq

An ergonomic, privacy-aware Python HTTP Client

206K 1K 123
kameleo-io
kameleo-local-api-client

Anti-detect browser for web scraping and automation. Engine-level fingerprint masking for Chromium and Firefox. Self-hosted, Docker-ready. Integrates with Selenium, Playwright, and Puppeteer via SDKs in Python, JavaScript, and C#.

161K 212 30
d60
twikit

Twitter API Scraper | Without an API key | Twitter Internal API | Free | Twitter scraper | Twitter Bot

111K 5K 573
0x676e67
rnet

An ergonomic, privacy-aware Python HTTP Client

102K 1K 123
vladkens
twscrape

Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.

86K 3K 329
Altimis
scweet

Scrape tweets, profiles, followers and following from Twitter/X, no API key needed. Python library with smart multi-account pooling, proxy support and async.

63K 2K 285
dermasmid
scrapetube

A YouTube scraper for scraping channels, playlists, and searching 🔎

53K 526 72
yiromo
pytrends-modern

The Modern Google Trends API - Combining the best features from pytrends, trendspyg, and more.

50K 69 6
outscraper
outscraper

The library provides convenient access to the Outscraper API from applications written in the Python language. Allows using Outscraper's services from your code.

34K 95 21
JustAnotherArchivist
snscrape

A social networking service scraper in Python

28K 5K 785
cinemagoer
cinemagoer

Cinemagoer is a Python package useful to retrieve and manage the data of the IMDb (to which we are not affiliated in any way) movie database about movies, people and characters

27K 1K 377
ZacharyHampton
homeharvest

Python package for scraping real estate property data

25K 751 175
PawiX25
twifork

Twitter & X API scraper for Python — no API key. A maintained, working fork of twikit · Twitter/X bot · internal API · free · async

22K 55 8
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology