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HTTP Clients 6 projectsRequests makes synchronous HTTP calls simple. A Python HTTP client for async code or HTTP/2 means httpx2, whose API stays requests-compatible. |
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| 1 | requests General | 1,349,630,922 | 54,578 | General HTTP Clients HTTP & Scraping | ||
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HTTP Requests for Humans.
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| 2 | aiohttp General | 511,340,548 | 16,597 | General HTTP Clients HTTP & Scraping | ||
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Asynchronous HTTP client/server framework for asyncio and Python.
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| 3 | httpx2 General | 329,149,433 | 1,608 | General HTTP Clients HTTP & Scraping | ||
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HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
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| 4 | urllib3 General | 1,463,725,155 | 4,081 | General HTTP Clients HTTP & Scraping | ||
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An HTTP library with thread-safe connection pooling, file post, and more.
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| 5 | httpx General | 707,515,780 | 15,712 | General HTTP Clients HTTP & Scraping | ||
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A next-generation HTTP client for Python.
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| 6 | yarl URL Manipulation | 506,770,252 | 1,503 | URL Manipulation HTTP Clients HTTP & Scraping | ||
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Yet another URL library.
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Web Scraping 8 projectsMost crawls you build with a Python web scraping library fit Scrapy: you write selectors, it schedules requests. Crawl4AI hands pages to an LLM as Markdown. |
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| 7 | browser-use Frameworks | 6,865,780 | 119,599 | Frameworks Web Scraping HTTP & Scraping | ||
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Make websites accessible for AI agents with easy browser automation.
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| 8 | scrapy Frameworks | 5,108,852 | 65,122 | Frameworks Web Scraping HTTP & Scraping | ||
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A fast high-level web crawling and scraping framework.
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| 9 | crawl4ai Frameworks | 1,398,923 | 86,615 | Frameworks Web Scraping HTTP & Scraping | ||
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An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
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| 10 | stagehand Frameworks | 1,912,683 | 25,882 | Frameworks Web Scraping HTTP & Scraping | ||
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A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
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| 11 | scrapling Frameworks | 1,041,965 | 90,480 | Frameworks Web Scraping HTTP & Scraping | ||
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An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.
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| 12 | markdownify Content Extraction | 56,101,419 | 2,260 | Content Extraction Web Scraping HTTP & Scraping | ||
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Convert HTML to Markdown, with customizable tag handling.
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| 13 | feedparser Content Extraction | 15,267,578 | 2,453 | Content Extraction Web Scraping HTTP & Scraping | ||
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Universal feed parser.
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| 14 | trafilatura Content Extraction | 14,730,998 | 7,046 | Content Extraction Web Scraping HTTP & Scraping | ||
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A tool for gathering text and metadata from the web, with built-in content filtering.
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Email 3 projectsSending from Django, you learn no new Python email library API: django-anymail runs send_mail(). Async code sends mail through aiosmtplib. |
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| 15 | aiosmtplib HTTP & Scraping | 12,103,013 | 436 | Email HTTP & Scraping | ||
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An asyncio SMTP client.
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| 16 | django-anymail HTTP & Scraping | 3,593,877 | 1,915 | Email HTTP & Scraping | ||
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Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.
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| 17 | yagmail HTTP & Scraping | 254,193 | 2,739 | Email HTTP & Scraping | ||
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Yet another Gmail/SMTP client.
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