best-of

This curated list contains 25 best-of lists with a total of 43K stars grouped into 10 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!

🧙‍♂️ Create your own best-of list in just 3 minutes with this guide.

Contents

• Machine Learning & Data Engineering 7 projects
• Web Development 5 projects
• Native Development 1 projects
• Robot Development 1 projects
• Embedded Development 1 projects
• Development Tools 1 projects
• Documentation 2 projects
• Programming Languages 3 projects
• Internet 1 projects
• Cryptocurrencies & Blockchain 1 projects
• Others 2 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
• 👨‍💻  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
•   Best-of list with Python projects
•   Best-of list with JavaScript projects

Machine Learning & Data Engineering

Best-of lists about machine learning, data engieering, data science, or other topics related to big data.

• GitHub (👨‍💻 57 · 🔀 3.1K · 📋 68 - 48% open · ⏱️ 22.03.2026):

  git clone https://github.com/ml-tooling/best-of-ml-python
  

• GitHub (👨‍💻 14 · 🔀 90 · 📋 9 - 55% open · ⏱️ 10.07.2026):

  git clone https://github.com/ml-tooling/best-of-jupyter
  

• GitHub (👨‍💻 7 · 🔀 150 · 📋 45 - 75% open · ⏱️ 16.07.2026):

  git clone https://github.com/tolkonepiu/best-of-mcp-servers
  

• GitHub (👨‍💻 4 · 🔀 24 · ⏱️ 26.11.2025):

  git clone https://github.com/e-tornike/best-of-ml-rust
  

• best-of-streamlit (🥉13 · ⭐ 1.4K · 💀) - A ranked gallery of awesome streamlit apps built by the..
• awesome-gpts (🥉13 · ⭐ 1.4K · 💀) - Collection of all the GPTs created by the community.
• best-of-ml-julia (🥉7 · ⭐ 25 · 💀) - A ranked list of awesome machine learning Julia libraries.

Web Development

Best-of lists about react, vue, angular, html5, css, or other topics related to web development.

• GitHub (👨‍💻 17 · 🔀 200 · 📋 7 - 42% open · ⏱️ 10.07.2026):

  git clone https://github.com/ml-tooling/best-of-web-python
  

• GitHub (👨‍💻 9 · 🔀 120 · 📋 5 - 60% open · ⏱️ 28.08.2025):

  git clone https://github.com/lukasmasuch/best-of-react
  

• GitHub (👨‍💻 3 · 🔀 14 · ⏱️ 01.06.2026):

  git clone https://github.com/fkromer/best-of-django
  

• GitHub (👨‍💻 4 · 🔀 2 · ⏱️ 09.07.2026):

  git clone https://github.com/fkromer/best-of-fastapi
  

• best-of-vue (🥉5 · ⭐ 6 · 💀) - List of automatically rated Vue projects.

Native Development

Best-of lists about iOS, Andnroid or other topics related to native development.

• best-of-react-native (🥇5 · ⭐ 9 · 💀) - List of automatically rated React Native projects.

Robot Development

Best-of lists about Robots or other topics related to robot development.

• GitHub (👨‍💻 15 · 🔀 100 · 📋 140 - 7% open · ⏱️ 15.07.2026):

  git clone https://github.com/knmcguire/best-of-robot-simulators
  

Embedded Development

Best-of lists about Embedded Linux or other topics related to embedded development.

• GitHub (👨‍💻 4 · 🔀 2 · ⏱️ 09.07.2026):

  git clone https://github.com/fkromer/best-of-rust-on-embedded-linux
  

Development Tools

Best-of lists about tools & libraries to help with software development.

• GitHub (👨‍💻 8 · 🔀 75 · 📋 16 - 62% open · ⏱️ 10.07.2026):

  git clone https://github.com/ml-tooling/best-of-python-dev
  

Documentation

Best-of lists about documentations & tools to create documentations.

• GitHub (👨‍💻 63 · 🔀 130 · 📋 63 - 41% open · ⏱️ 06.11.2025):

  git clone https://github.com/mkdocs/catalog
  

• GitHub (👨‍💻 24 · 🔀 32 · 📋 3 - 33% open · ⏱️ 15.07.2026):

  git clone https://github.com/lyz-code/best-of-digital-gardens
  

Programming Languages

_Best-of lists with general overview