A ranked list of awesome python libraries for web development. Updated weekly.
This curated list contains 580 awesome open-source projects with a total of 3M stars grouped into 26 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from Github and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
Contents
- Web Frameworks (35 projects)
- HTTP Clients (19 projects)
- Servers (12 projects)
- Authorization & Authentication (39 projects)
- HTML Processing (10 projects)
- URL Utilities (6 projects)
- OpenAPI Utilities (23 projects)
- GraphQL Utilities (16 projects)
- Websocket Utilities (12 projects)
- RPC Utilities (5 projects)
- Serverless (4 projects)
- Content Management Systems (6 projects)
- Web Testing (50 projects)
- Web Forms (5 projects)
- Markdown (12 projects)
- Third-party Web APIs (56 projects)
- Email (11 projects)
- Web Scraping & Crawling (33 projects)
- Monitoring (13 projects)
- Web UI (12 projects)
- Admin UI (13 projects)
- API Proxies & Gateways (2 projects)
- Flask Utilities (36 projects)
- FastAPI Utilities (17 projects)
- Pyramid Utilities (3 projects)
- Django Utilities (76 projects)
- Others (59 projects)
Explanation
- Combined project-quality score
- Star count from GitHub
- New project (less than 6 months old)
- Inactive project (6 months no activity)
- Dead project (12 months no activity)
- Project is trending up or down
- Project was recently added
- Warning (e.g. missing/risky license)
- Contributors count from GitHub
- Fork count from GitHub
- Issue count from GitHub
- ⏱ Last update timestamp on package manager
- Download count from package manager
- Number of dependent projects
Web Frameworks
General purpose web frameworks to build web applications and REST APIs. Below are a few of the most notable ones:
Flask: Micro framework for building web applications (GitHub: https://github.com/pallets/flask)
Django: The web framework for perfectionists with deadlines (GitHub: https://github.com/django/django)
FastAPI: A fast framework for building APIs with Python 3.6+ (GitHub: https://github.com/tiangolo/fastapi)Troubleshooting
If you encounter any issues while navigating or utilizing these libraries, here are a few troubleshooting steps:
- Check library documentation for installation guides and usage examples.
- Ensure you’re using the correct version of Python that corresponds to the library requirements.
- Look through open issues on the library’s GitHub repository; often someone else has encountered a similar problem.
- Join community forums related to the library for support and guides from other users.
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