Awesome List Updates on Jan 08, 2026

8 awesome lists updated today.

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1. Awesome Python

Admin Panels

• django-unfold (⭐3.1k) - Elevate your Django admin with a stunning modern interface, powerful features, and seamless user experience.

• func-to-web (⭐345) - Instantly create web UIs from Python functions using type hints. Zero frontend code required.

ASGI Servers

• granian (⭐4.9k) - Granian is a Rust HTTP server for Python applications built on top of Hyper and Tokio,supporting WSGI/ASGI/RSGI.

Audio

• Audio
  • audioFlux (⭐3.2k) - A library for audio and music analysis, feature extraction.
  • audioread (⭐536) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • dejavu (⭐6.7k) - Audio fingerprinting and recognition.
  • kapre (⭐938) - Keras Audio Preprocessors.
  • librosa (⭐8.1k) - Python library for audio and music analysis.
  • matchering (⭐2.3k) - A library for automated reference audio mastering.
  • mingus - An advanced music theory and notation package with MIDI file and playback support.
  • pyaudioanalysis (⭐6.2k) - Audio feature extraction, classification, segmentation and applications.
  • pydub (⭐9.7k) - Manipulate audio with a simple and easy high level interface.
  • timeside (⭐397) - Open web audio processing framework.

Command-line Tools

• Productivity Tools
  • cookiecutter (⭐25k) - A command-line utility that creates projects from cookiecutters (project templates).
  • copier (⭐3k) - A library and command-line utility for rendering projects templates.
  • doitlive (⭐3.6k) - A tool for live presentations in the terminal.
  • howdoi (⭐11k) - Instant coding answers via the command line.
  • invoke (⭐4.7k) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
  • pathpicker (⭐5.2k) - Select files out of bash output.
  • thefuck (⭐95k) - Correcting your previous console command.
  • tmuxp (⭐4.4k) - A tmux (⭐40k) session manager.
  • try (⭐750) - A dead simple CLI to try out python packages - it's never been easier.

Data Analysis

• pathway (⭐56k) - Real-time data processing framework for Python with reactive dataflows.

• polars (⭐37k) - A fast DataFrame library implemented in Rust with a Python API.

Data Visualization

• UltraPlot (⭐247) - Matplotlib wrapper for publication-ready scientific figures with minimal code. Includes advanced subplot management, panel layouts, and batteries-included geoscience plotting.

Database

• DuckDB - An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.

Database Drivers

• Other Relational Databases
  • clickhouse-driver (⭐1.3k) - Python driver with native interface for ClickHouse.
  • pymssql (⭐877) - A simple database interface to Microsoft SQL Server.

Deep Learning

• jax (⭐34k) - a library for high-performance numerical computing with automatic differentiation and JIT compilation.

Distribution

• Nuitka (⭐14k) - Compiles Python programs into high-performance standalone executables (cross-platform, supports all Python versions).

File Manipulation

• watchfiles (⭐2.4k) - Simple, modern and fast file watching and code reload in python.

GUI Development

• NiceGui (⭐15k) - It is great for micro web apps, dashboards, robotics projects, smart home solutions and similar use cases. You can also use it in development, for example when tweaking/configuring a machine learning algorithm or tuning motor controllers.

GraphQL

• strawberry-django (⭐483) - Strawberry GraphQL integration with Django.

HTML Manipulation

• JustHTML (⭐1k) - A pure Python HTML5 parser that just works. No C extensions to compile. No system dependencies to install. No complex API to learn.

Interactive Interpreter

• marimo (⭐18k) - Transform data and train models, feels like a next-gen notebook, stored as Git-friendly Python.

Machine Learning

• PraisonAI (⭐5.5k) - Production-ready Multi-AI Agents framework with self-reflection, 100+ LLM support, MCP integration, and agentic workflows.

ORM

• NoSQL Databases
  • mongoengine (⭐4.4k) - A Python Object-Document-Mapper for working with MongoDB.
  • PynamoDB (⭐2.6k) - A Pythonic interface for Amazon DynamoDB.

Testing

• Fake Data
  • faker (⭐19k) - A Python package that generates fake data.
  • mimesis (⭐4.7k) - is a Python library that help you generate fake data.

Web Frameworks

• Asynchronous
  • microdot (⭐2.1k) - The impossibly small web framework for Python and MicroPython.
  • tornado (⭐22k) - A web framework and asynchronous networking library.

Podcasts

• PyPodcats

2. Awesome Capacitor

Capgo plugins / Core & Updates

• Updater (⭐669) - Live update for capacitor apps.

• Live Reload (⭐3) - Live reload Capacitor apps from a remote Vite dev server.

Capgo plugins / Device & Sensors

• Accelerometer (⭐3) - Read device accelerometer measurements.

• Barometer (⭐4) - Access device barometer readings.

• Brightness (⭐4) - Control screen brightness on iOS and Android.

• Compass (⭐4) - Native compass heading plugin.

• Light Sensor (⭐4) - Access the device light sensor (Android only).

• Mute (⭐9) - Detect if the mute switch is enabled/disabled on a device.

• Pedometer (⭐4) - Access pedometer data including steps, distance, pace, cadence, and floors.

• Shake (⭐15) - Detect shake gesture in device.

• Volume Buttons (⭐3) - Listen to volume button presses.

• SIM (⭐4) - Get information from device's sim cards.

Capgo plugins / Camera & Media

• Camera Preview (⭐33) - Camera preview.

• Document Scanner (⭐12) - Scan documents on iOS and Android.

• Audio Recorder (⭐4) - Record audio on iOS, Android, and Web.

• Native Audio (⭐61) - A native plugin for native audio engine.

• Audio Session (⭐4) - Get notified about audio interrupts & route changes on iOS.

• Screen Recorder (⭐17) - Record device's screen.

• Video Player (⭐3) - Play video in native player.

• Video Thumbnails (⭐4) - Generate video thumbnails from local or remote video files.

• Photo Library (⭐4) - Display photo gallery as web page or native screen.

• FFmpeg (⭐3) - Exposes the FFmpeg API to Capacitor.

• IVS Player (⭐5) - IVS player for capacitor app.

• JW Player (⭐4) - Play videos from jwplayer.com.

• Mux Player (⭐4) - Native Mux Player SDK to play video on iOS and Android.

• YouTube Player (⭐3) - Embed YouTube player controls in Capacitor apps.

• Media Session (⭐3) - Expose media session controls of the device.

Capgo plugins / Storage & Files

• Data Storage SQLite (⭐97) - SQLite Storage of key/value strings pair.

• Fast SQL (⭐7) - High-performance native SQLite plugin with custom protocol for efficient sync operations.

• File (⭐4) - File system operations, compatible with Cordova File plugin API.

• File Picker (⭐4) - Pick files, images, videos, and directories.

• File Compressor (⭐4) - Efficient image compression supporting PNG, JPEG, and WebP formats.

• Downloader (⭐4) - Download file in background or foreground.

• Uploader (⭐18) - Upload file natively.

• Zip (⭐3) - Zipping and unzipping files on iOS, Android, and Web.

Capgo plugins / Location & Navigation

• Background Geolocation (⭐10) - Receive accurate geolocation updates even while the app is in the background.

• Native Geocoder (⭐34) - Native forward and reverse geocoding.

• Launch Navigator (⭐4) - Launch native route navigation apps for Android and iOS.

Capgo plugins / Authentication & Security

• Native Biometric (⭐66) - Access native biometric APIs for Android and iOS.

• Social Login (⭐166) - All social logins in one plugin.

• Autofill Save Password (⭐8) - Prompt to save login into device password manager.

• Persistent Account (⭐5) - Securely store account information for a user.

• Is Root (⭐6) - Jailbreak/Root Detection Plugin.

• App Tracking Transparency - iOS App Tracking Transparency framework integration.

Capgo plugins / UI & Display

• In App Browser (⭐112) - In app browser.

• Navigation Bar (⭐20) - Set navigation bar color for Android Lollipop and higher.

• Home Indicator (⭐3) - Hide and show home button indicator in Capacitor app.

• Screen Orientation (⭐3) - Screen orientation with support for bypassing orientation lock.

• Flash (⭐18) - Switch the Flashlight / Torch of your device.

• Keep Awake (⭐4) - Prevent the device screen from dimming or sleeping.

• Text Interaction (⭐3) - Toggle text interaction in Capacitor based iOS apps.

• Transitions (⭐1) - Framework-agnostic page transitions for Capacitor apps - iOS-style navigation.

• Printer (⭐5) - Print documents, HTML, PDFs, images and web views.

• PDF Generator (⭐3) - Generate PDF files from HTML strings or URLs.

Capgo plugins / Purchases & Payments

• Native Purchases (⭐29) - In-app Subscriptions Made Easy.

• Pay (⭐4) - Trigger native payment for iOS (Apple Pay) and Android (Google Pay).

Capgo plugins / Communication & Messaging

• Crisp (⭐11) - Crisp native SDK for capacitor.

• NFC (⭐8) - Native NFC tag discovery, reading and writing for iOS and Android.

• Bluetooth Low Energy (⭐4) - BLE plugin with support for scanning, connecting, reading, writing, and notifications.

• WiFi (⭐5) - Manage WiFi connectivity for your Capacitor app.

• iBeacon (⭐4) - iBeacon proximity detection and beacon region monitoring.

• Speech Recognition (⭐7) - Comprehensive on-device speech recognition with live partial results.

• Speech Synthesis (⭐4) - Synthesize speech from text with full control over language, voice, pitch, rate, and volume.

Capgo plugins / Video Calling & Real-time

• Stream Call (⭐8) - Uses the getstream.io SDK to implement calling in Capacitor.

• RealtimeKit (⭐5) - Cloudflare Calls integration for Capacitor apps with built-in UI for meetings.

• Twilio Voice (⭐4) - Integrates the Twilio Voice SDK into Capacitor.

Capgo plugins / Analytics & Tracking

• AdMob (⭐3) - Bridge AdMob SDKs for iOS and Android.

• GTM (⭐5) - Google Tag Manager plugin for Capacitor.

• App Insights (⭐3) - A wrapper around the Apptopia App Insights SDK.

Capgo plugins / Contacts & Health

• Contacts (⭐3) - Work with device contacts using Capacitor APIs.

• Health (⭐8) - Interact with data from Apple HealthKit and Health Connect.

Capgo plugins / App Store & Market

• Native Market (⭐9) - A native market plugin for linking to Google Play or App Store.

• In App Review (⭐4) - Prompt users to submit app store ratings and reviews without leaving your app.

Capgo plugins / Android Specific

• Usage Stats Manager (⭐4) - Exposes the Android's UsageStatsManager SDK.

• Android Age Signals (⭐4) - Exposes Google Play Age Signals to your app.

• Android Inline Install (⭐3) - Trigger Android inline install feature.

• Android Kiosk (⭐5) - Lock device into kiosk mode with launcher functionality.

• Intent Launcher (⭐6) - Launch Android intents and open system settings screens on Android and iOS.

Capgo plugins / Platform Integrations

• Supabase (⭐1) - Native Supabase SDK integration - Auth, Database, and JWT access.

• WeChat (⭐6) - WeChat SDK - authentication, sharing, payments, and mini-programs.

• Watch (⭐6) - Apple Watch communication with bidirectional messaging support.

• Share Target (⭐4) - Receive shared content from other apps.

Capgo plugins / Firebase

• Analytics (⭐4) - Firebase Analytics for Capacitor.

• App (⭐4) - Firebase App for Capacitor.

• App Check (⭐4) - Firebase App Check for Capacitor.

• Authentication (⭐4) - Firebase Authentication for Capacitor.

• Crashlytics (⭐4) - Firebase Crashlytics for Capacitor.

• Firestore (⭐4) - Firebase Cloud Firestore for Capacitor.

• Functions (⭐4) - Firebase Cloud Functions for Capacitor.

• Messaging (⭐4) - Firebase Cloud Messaging (FCM) for Capacitor.

• Performance (⭐4) - Firebase Performance Monitoring for Capacitor.

• Remote Config (⭐4) - Firebase Remote Config for Capacitor.

• Storage (⭐4) - Firebase Cloud Storage for Capacitor.

Capgo plugins / Utilities

• Alarm (⭐4) - Manage native alarms.

• Env (⭐3) - Set Env var in Capacitor config and read them at runtime.

• WebView Guardian (⭐4) - Detect when the WebView was killed in the background and relaunch it on foreground.

• LLM (⭐11) - Adds support for LLM locally run for Capacitor.

Capgo plugins / Specialized Hardware

• Ricoh360 Camera (⭐3) - SDK for the Ricoh360 cameras.

3. Awesome Neovim

Programming Languages Support / Web Development

• cjodo/convert.nvim (⭐54) - Helps with CSS unit conversions.

Colorscheme / Assembly

• serhez/teide.nvim (⭐96) - [TS][LSP][L/D][Lua] A fork of folke's tokyonight.nvim with a different color palette.

Git / Quickfix

• Enigama/remarks.nvim (⭐7) - Personal developer notes attached to Git commits.

• Salanoid/gitlogdiff.nvim (⭐9) - Diff between multiple git commits, similar to JetBrains's git log.

4. Awesome Windows

Local AI

• LM Studio - Discover, download, and run local LLMs with a user-friendly interface.

• Ollama - Get up and running with large language models locally via command line.

5. Awesome Web Archiving

Community Resources / Discord

• Common Crawl Foundation

Community Resources / Twitter

• @commoncrawl - Official Common Crawl Foundation handle.

6. Awesome LaTeX

Online editors

• Modern LaTeX Editor (⭐5) - Online editor, no-signup hybrid code editor + visual editor that mixes Notion/Google docs/Microsoft Word-like editing with raw LaTeX code blocks.

7. Awesome Readme

Examples

• GyulyVGC/sniffnet (⭐32k) - Project banner, custom badges and horizontal rules, concise one-line description, informative screenshots, tabular download section with links, features bullet list, acknowledgements section, footer with social icons and links.

8. Free for Dev

Testing

• kogiQA — A web UI automation tool that functions without the need for selectors. Every developer gets 500 actions per month for free.

• Next: Jan 07, 2026