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.
Star History
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+240
STARS · LAST 30 DAYS
8
PER DAY
#218
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +56 | +240 | +720 |
| Per day | 8 | 8 | 8 |
| Forks gained | +4 | +16 | +41 |
crawlee-python gained 240 stars in the last 30 days, about 8 a day, and now has 9.6K. It is about 3 years old and has averaged roughly 3.2K stars a year. It ranks #218 among Python repositories and #1,334 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#4677
BEST RANK
Oct 15, 2026
FIRST APPEARANCE
Active
STATUS TODAY
crawlee-python has maintained a continuous presence across global trending indexes, peaking at #4677. Below is the 30-day activity profile:
💡 Overview
crawlee-python is an open-source project written in Python: 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in apify, automation, beautifulsoup. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install crawlee-python⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
crawlee-python coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed crawlee-python into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install crawlee-python using your package manager: `pip install crawlee-python`
Initialize your project workspace or configuration file for crawlee-python.
Import crawlee-python into your codebase or invoke it directly from your terminal.
Execute your test suite or run `crawlee-python --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
apify/crawlee-python is currently ranked #1,334 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,328 | tobymao/sqlglot | Python | ★ 9.7K | Compare ↗ |
| #1,330 | spring-projects/spring-security | Java | ★ 9.6K | Compare ↗ |
| #1,331 | dotnet/yarp | C# | ★ 9.6K | Compare ↗ |
| #1,332 | xorbitsai/inference | Python | ★ 9.6K | Compare ↗ |
| #1,333 | checkstyle/checkstyle | Java | ★ 9.6K | Compare ↗ |
| #1,334 | apify/crawlee-python This Project | Python | ★ 9.6K | |
| #1,335 | gyroflow/gyroflow | Rust | ★ 9.6K | Compare ↗ |
| #1,336 | marcelscruz/public-apis | JavaScript | ★ 9.6K | Compare ↗ |
| #1,337 | flowable/flowable-engine | Java | ★ 9.6K | Compare ↗ |
| #1,338 | higress-group/higress | Go | ★ 9.6K | Compare ↗ |
| #1,339 | apache/jmeter | Java | ★ 9.6K | Compare ↗ |
Frequently Asked Questions
What does crawlee-python do? +
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.
What language is crawlee-python written in? +
The primary language is Python. Topics include: apify, automation, beautifulsoup, crawler, crawling.
Is crawlee-python actively maintained? +
Yes, the last recorded push was on Oct 15, 2026 with 100 open issues being tracked.
How many stars does crawlee-python have? +
crawlee-python has 9,591 stars and 811 forks on GitHub.
How does crawlee-python rank among GitHub repositories? +
With 9,591 stars, apify/crawlee-python is ranked #1,334 globally across all repositories tracked on GitHubRepo and #218 among Python projects.
What license is crawlee-python distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
