Awesome List Updates on Mar 20, 2026
12 awesome lists updated today.
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1. Awesome Polars
Polars plugins / Import / Export
- polars-mongo (⭐1) - Polars IO plugin that extends polars to read from mongodb collections via the LazyFrame apis by @AThomas314.
2. Awesome Python
AI and Agents
- Frameworks
- autogen (⭐56k) - A programming framework for building agentic AI applications.
- crewai (⭐46k) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
- dspy (⭐33k) - A framework for programming, not prompting, language models.
- instructor (⭐13k) - A library for extracting structured data from LLMs, powered by Pydantic.
- langchain (⭐130k) - Building applications with LLMs through composability.
- llama_index (⭐48k) - A data framework for your LLM application.
- pydantic-ai (⭐15k) - A Python agent framework for building generative AI applications with structured schemas.
Machine Learning
- catboost (⭐8.8k) - A fast, scalable, high performance gradient boosting on decision trees library.
- lightgbm (⭐18k) - A fast, distributed, high performance gradient boosting framework.
CMS
- django-cms (⭐11k) - The easy-to-use and developer-friendly enterprise CMS powered by Django.
HTTP Clients
- aiohttp (⭐16k) - Asynchronous HTTP client/server framework for asyncio and Python.
- mailer (⭐294) - High-performance extensible mail delivery framework.
- yagmail (⭐2.7k) - Yet another Gmail/SMTP client.
Database
- chromadb (⭐27k) - An open-source embedding database for building AI applications with embeddings and semantic search.
Serialization
- msgpack (⭐2.1k) - MessagePack serializer implementation for Python.
Data Analysis
- edgartools (⭐1.8k) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
- openbb (⭐63k) - A financial data platform for analysts, quants and AI agents.
- yfinance (⭐22k) - Easy Pythonic way to download market and financial data from Yahoo Finance.
Data Visualization
- Dashboards and Apps
- gradio (⭐42k) - Build and share machine learning apps, all in Python.
- streamlit (⭐44k) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
Code Analysis
- Code Analysis
- code2flow (⭐4.5k) - Turn your Python and JavaScript code into DOT flowcharts.
- prospector (⭐2.1k) - A tool to analyze Python code.
- vulture (⭐4.4k) - A tool for finding and analyzing dead Python code.
- Code Linters
- bandit (⭐7.9k) - A tool designed to find common security issues in Python code.
- flake8 (⭐3.8k) - A wrapper around
pycodestyle,pyflakesand McCabe. - pylint (⭐5.7k) - A fully customizable source code analyzer.
- ruff (⭐46k) - An extremely fast Python linter and code formatter.
Build Tools
- invoke (⭐4.7k) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
Editor Plugins and IDEs
- python-mode (⭐5.5k) - An all in one plugin for turning Vim into a Python IDE.
- spyder (⭐9.2k) - Open Source Python IDE.
- YouCompleteMe (⭐26k) - Includes Jedi (⭐6.1k)-based completion engine for Python.
DevOps Tools
- SSH-style Deployment
- fabric (⭐15k) - A simple, Pythonic tool for remote execution and deployment.
- Git Hooks
- pre-commit (⭐15k) - A framework for managing and maintaining multi-language pre-commit hooks.
Distributed Computing
- Stream Processing
- kafka-python (⭐5.9k) - The Python client for Apache Kafka.
- streamparse (⭐1.5k) - Run Python code against real-time streams of data via Apache Storm.
Job Schedulers
- dagster (⭐15k) - An orchestration platform for the development, production, and observation of data assets.
Command-line Tools
- Productivity Tools
- cookiecutter (⭐25k) - A command-line utility that creates projects from cookiecutters (project templates).
- copier (⭐3.2k) - A library and command-line utility for rendering projects templates.
- doitlive (⭐3.6k) - A tool for live presentations in the terminal.
- fpp (⭐5.2k) - Select files out of bash output.
- thefuck (⭐96k) - Correcting your previous console command.
- tmuxp (⭐4.5k) - A tmux (⭐43k) session manager.
- xonsh (⭐9.2k) - A Python-powered shell. Full-featured and cross-platform.
- youtube-dl (⭐140k) - A command-line program to download videos from YouTube and other video sites.
Package Management
- mamba (⭐8k) - A reimplementation of the
condapackage manager in C++.
- pipx (⭐13k) - Install and Run Python Applications in Isolated Environments. Like
npxin Node.js.
3. Free for Dev
APIs, Data, and ML
- TemplateFox — PDF generation API with a visual template editor, dynamic data merging, and SDKs for 7 languages. Free plan includes 60 PDFs/month and 3 templates.
4. Awesome Zsh Plugins
- Command Vaulting: Save any command directly from your history into thematic vaults (e.g., work, sysadmin, media).
- FZF TUI: Search and execute vaulted commands instantly using a robust, TTY-safe
fzfinterface.
- Alias Promotion: Promote frequently used vaulted commands to permanent system aliases without manually editing configuration files.
- Global Search: Query across all vault files simultaneously to find that one specific flag or complex pipe string.
Plugins / superconsole - Windows-only
- diskguard (⭐0) - Intelligent disk space monitoring for write operations in ZSH.
- zsh-make-completion (⭐0) - Correct
maketab completion for zsh. Usesmake -qpto fully expand the makefile database, so targets generated via$(eval $(call ...))are included. Results are cached per-directory and invalidated automatically when Makefiles change.
Themes / superconsole - Windows-only
- eyerelax (⭐0) - Minimalist theme with decorators for
gitstatus, venv/anaconda environment, execution time of last command and current directory.
5. Free Programming Books (English, By Subjects)
Machine Learning
- Probabilistic Machine Learning: Advanced Topics - Kevin P. Murphy (PDF)
Security & Privacy / Mathematics For Computer Science
- SecOps Bit By Bit: Roadmap for First-Time CTOs and Startup Founders - Alex Yarotsky (PDF) (Leanpub account or valid email requested)
6. Awesome Windows
Productivity
- Kyrios - Minimal Windows To-Do-List app right in your Taskbar.
7. Awesome Vehicle Security
Miscellaneous / Episodes
- Rinho Telematics - GPS trackers with native CAN Bus (J1939/FMS), WiFi fallback for offline data download, and BLE 5.0 sensors. Compatible with Traccar and Wialon.
- PiCCANTE (⭐67) - Open-source CAN hacking tool based on Raspberry Pi Pico [2] (W) - Up to 3x CAN interfaces, includes ELM327 emulator.
8. Awesome Go
Messaging
- broker (⭐7) - Production-grade messaging abstraction with a unified API for various brokers and built-in OpenTelemetry integration.
Code Analysis / Libraries for creating HTTP middlewares
- stto (⭐44) - A light-weight superfast line of code counter written in pure Go.
9. Awesome Mac
Reading and Writing Tools / Ebooks
- Clearview - Tabbed style e-book reader for PDF, EPUB (DRM free), CHM, and MOBI.
Developer Tools / Frameworks For Hybrid Applications
- DMG Maker (⭐40) - DMG creation tool with polished visuals and CLI support.
10. Awesome Icons
Generic
- Cascade Icons – Icons representing CSS properties and their values. For the growing number of new visual editors that produce code rather than vectors.
11. Awesome Webaudio
Packages / Utilities
- Web Audio Studio - A real-time visualizer for Web Audio API graphs generated from code.
Packages / Apps
- online decibel meter – Free online sound meter to measure environmental noise levels in decibels (dB). Real-time sound level meter for detecting quiet, noisy, or harmful sound levels.
12. Awesome Gemini Cli
Frameworks
- Maestro (⭐186) - Turn Gemini CLI into a multi-agent platform — 12 specialized subagents, parallel dispatch, 4-phase orchestration, and standalone dev tools for code review, debugging, security, and performance.
Commands & Extensions
- Task Monitor (⭐1) - Prevents agent loops via message tracking and plays auditory notifications for long tasks or out-of-focus prompts.
Development Tools & Utilities
- Signum (⭐10) - Evidence-driven development pipeline that uses Gemini CLI as one of three independent reviewers in a multi-model code audit panel (alongside Claude and Codex).
- Next: Mar 19, 2026