Awesome List Updates on Dec 08 - Dec 14, 2025

36 awesome lists updated this week.

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1. Awesome Appimage

AppImage consumption tools / Updaters

• appimage-updater - AppImage Update implementation written in Python, distributed on PyPi.

2. Awesome Jupyter

Testing

• pointblank (⭐306) - Notebook-friendly testing of DataFrames and database tables for data quality purposes.

3. Awesome Algorithms

Beginner-Friendly / Interactive Learning & Visualization

• See Algorithms – Visualizes algorithms and lets users create and share custom graphs and binary trees.

4. Android Security Awesome

Tools / Static Analysis Tools

• APKdevastate (⭐8) - Advanced analysis software for APK payloads created by RATs.

Tools / Dynamic Analysis Tools

• Andriller (⭐1.5k) - software utility with a collection of forensic tools for smartphones. It performs read-only, forensically sound, non-destructive acquisition from Android devices.

5. Awesome for Beginners

TypeScript

• Vitest (⭐15k) (label: good first issue)
  A blazing fast unit test framework powered by Vite.

6. Awesome Polars

Polars plugins / Miscellaneous

• polars-bio - Polars plugin (⭐111) for large-scale genomic analyses which is easy to use and considerably faster and more scalable than existing alternatives by @biodatageeks.

7. Awesome Agi Cocosci

Domain Specific Language / Logic DSL Applications

• LogSay: An Efficient Comprehension System for Log Numerical Reasoning - IEEE Transactions on Computers, 2024. [All Versions]. With the growth of smart systems and applications, high volume logs are generated that record important data for system maintenance. System developers are usually required to analyze logs to track the status of the system or applications. Therefore, it is essential to find the answers in large-scale logs when they have some questions. This work designs a multi-step “Retriever-Reader” question-answering system, namely LogSay, which aims at predicting answers accurately and efficiently. The proposed system can not only answers simple questions, such as a segment log or span, but also can answer complex logical questions through numerical reasoning. LogSay has two key components: Log Retriever and Log Reasoner, and the authors designed five operators to implement them. Log Retriever aims at retrieving some relevant logs based on a question. Then, Log Reasoner performs numerical reasoning to infer the final answer. In addition, due to the lack of available question-answering datasets for system logs, the authors constructed question-answering datasets based on three public log datasets and will make them publicly available. The evaluation results show that LogSay outperforms the state-of-the-art works in terms of accuracy and efficiency.

8. Open Source Mac Os Apps

👨‍💻 Development (9) / 🌍 Web Development (15)

• Requestly (⭐5.6k) - A lightweight open-source API Development, Testing & Mocking platform

  More

  Languages:

  Links:    

  Website: https://requestly.com

  Screenshots:

  

9. Awesome Selfhosted

Software / Automation

• Cronicle - Simple, distributed task scheduler and runner with a web based UI. (Source Code (⭐5.2k)) MIT Nodejs

• gocron (⭐472) - Task scheduler that allows users to specify recurring jobs via a simple YAML configuration file. MIT Docker

Software / Content Management Systems (CMS)

• Automad - Flat-file content management system and template engine. (Demo, Source Code (⭐814)) MIT PHP/Docker

Software / Feed Readers

• Upvote RSS ⚠ - Generate rich RSS feeds from Reddit, Hacker News, Lemmy, Mbin, and more. (Demo, Source Code (⭐316)) MIT Docker/PHP

Software / File Transfer & Synchronization

• OpenCloud - File Sharing and Collaboration Platform. (Source Code (⭐4.3k)) Apache-2.0 Docker/Go/Nodejs

Software / File Transfer - Single-click & Drag-n-drop Upload

• 015 - A temporary file sharing platform. Focused on providing one-time, temporary file and text upload, processing, and sharing services. (Source Code (⭐250)) AGPL-3.0 Docker

• Jirafeau - One-click-fileshare project. Select your file, upload, and share a link. That's it. AGPL-3.0 PHP/Docker

Software / Media Streaming - Audio Streaming

• Lyrion Music Server - Server software which controls a wide range of Squeezebox/Slim Devices audio players and compatible hardware (formerly Logitech Media Server). (Source Code (⭐1.6k), Clients) GPL-2.0 deb/Docker/Perl

Software / Miscellaneous

• jetlog (⭐292) - Personal flight tracker and viewer. GPL-2.0 Docker

• OmniTools - Collection of powerful web-based tools for everyday tasks (coding, manipulating images/videos, PDFs or crunching numbers...). (Source Code (⭐7.7k)) MIT Docker

Software / Ticketing

• Libredesk - Modern customer support desk. Single binary app. (Source Code (⭐1.8k)) AGPL-3.0 Docker/Go/Nodejs

Software / Web Servers

• godoxy - High-performance reverse proxy and container orchestrator for self-hosters. (Demo, Source Code (⭐2.6k)) MIT Docker/Go

10. Awesome Open Source Games

Browser-Based / Others

• Project: Starfighter (⭐48) - Space shoot 'em up game.

Native / Platform

• ReTux (⭐37) - Platformer game inspired by SuperTux.

• Super Bombinhas (⭐311) - Retro platformer game.

Native / Sandbox

• Starbound (⭐135) - A 2D sandbox adventure game where players explore a vast procedurally generated universe.

Native / Simulation

• Hurry Curry! - Cooperative fast-paced multiplayer cooking game.

Native / Strategy

• Beyond all Reason (BAR) - RTS born from mods of the Total Annihilation on the SpringRTS game engine.

• OpenE2140 (⭐57) - Remake of Earth 2140 based on the OpenRA engine (⭐16k)

• OpenKrush (⭐111) - Remake of KKnD (Krush, Kill 'n' Destroy) and KKnD2 based on the OpenRA engine (⭐16k)

• OpenSA (⭐113) - Remake of Swarm Assault based on the OpenRA engine (⭐16k)

• Pikifen (⭐70) - Fan-made Pikmin-based engine, built with flexibility in mind.

• Romanov's Vengeance (⭐313) - Remake of C&C Red Alert 2 based on the OpenRA engine (⭐16k)

• Shattered Paradise (⭐78) - Remake of C&C Tiberian Sun based on the OpenRA engine (⭐16k)

Frameworks/Engines/Libraries / IOS

• Unreal Engine (⭐3.5k) - C++ AAA game engine. It isn't completely free, but you can easily get access to the full source code. https://www.unrealengine.com/

11. Awesome Cakephp

Notifications and Real-time Communication

• Crustum/Broadcasting plugin (⭐0) - The Broadcasting plugin provides real-time event broadcasting for CakePHP applications using WebSocket connections compatible with the Pusher protocol or Redis pub/sub.

• Crustum/Notification plugin (⭐0) - The Notification plugin provides support for sending notifications across a variety of delivery channels.

12. Awesome Ebpf

Projects Related to eBPF / Observability

• kyanos (⭐4.9k) - Kyanos is an eBPF-based network issue analysis tool that enables you to capture network requests, such as HTTP, Redis, and MySQL requests.

13. Awesome Ada

Networking and Communication Middleware / Apache License

• coap-spark (⭐8) - A formally verified implementation of CoAP, the Constrained Application Protocol.

14. Awesome Python Data Science

Machine Learning / General Purpose Machine Learning

• SciPy - Fundamental algorithms for scientific computing in Python

Computations / Synthetic Data

• NumPy - The fundamental package for scientific computing with Python

15. Awesome Firebase Genkit

Solutions / Dart - Official

• GCP Cost MCP Server - An MCP server built with Genkit for Go that enables AI assistants to estimate Google Cloud costs directly, replacing manual use of the GCP Pricing Calculator.

16. Awesome Javascript

Testing Frameworks / Frameworks

• Suites - A unit-testing framework for backends working with inversion of control and dependency injection

Security / Runner

• pompelmi (⭐391) - Fast file-upload malware scanning for Node.js.

17. Awesome Testing

Software / UI & End-to-End Testing

• Keploy – Open-source AI-powered end-to-end testing tool for APIs and microservices that auto-generates test cases and mocks from real traffic.

18. Awesome Rtc

Operations / Web/API Interfaces

• Sayna (⭐5) - Real-time speech infrastructure for voice AI with WebSocket streaming, SIP telephony and pluggable STT/TTS providers.

19. Awesome PICO 8

Contents / Tutorials

• Lazy Devs Breakout - step-by-step videos for roguelikes, shmups, and more

Contents / Libraries

• pico8-physics (⭐49) - Pico8 implementation of Box2d with 8 demos.

• SCUMM-8 (⭐345) - De-make of the SCUMM engine for making point-and-click classic adventures.

20. Awesome Windows

Productivity

• EyeRest (⭐9) - A lightweight Windows tray application that gently reminds you to follow the 20–20–20 rule: every 20 minutes, look at something 20 feet (~6 meters) away for at least 20 seconds.

21. Awesome Langchain

Other LLM Frameworks / Videos Playlists

• Mastra AI (⭐19k): a framework for building AI-powered applications and agents with a modern TypeScript stack.

22. Awesome Rust

Applications / Database

• ayarotsky/redis-shield (⭐95) - A Redis module that implements the token-bucket algorithm as a native command for high-performance rate limiting

23. Awesome Developer First

Testing

• BitDive - Zero-code integration testing for Java/Kotlin that generates tests from runtime application behavior.

24. Awesome Plotters

Hardware / Plotters

• NextDraw - The new AxiDraw, now from Bantam Tools.

• ArtFrame - Beefy flatbed pen plotters from Bantam Tools.

• Blot - An open-source DIY pen plotter from Hack Club with a browser-based editor for generative art.

• BrachioGraph - A cheap and simple plotter made from sticks, servos, and a Raspberry Pi running Python. Here's video of a BrachioGraph talk at PyCon UK from the creator.

• openBrushograph (⭐2) - Open source 3d-printable XY gantry and Z-stage designed for automated brush and pen painting.

• Makelangelo 5 - Polargraph robot that draws on a wall, window, or easel.

Hardware / Pens

• JetPens - The Best White Ink Pens - A comprehensive review of many white ink pens, with pictures of their coverage characteristics.

Software / G-code

• fabnodes - Blender add-on to export geometry node toolpaths as G-code.

Software / Plotter Control

• bCNC (⭐1.7k) - Cross-platform G-code sender and CNC control software for grbl.

• plottie (⭐32) - Command-line tool for controlling Silhouette plotters and cutters with SVG input.

• py_silhouette (⭐36) - Python library for controlling Silhouette plotters and cutters.

Software / Vector Creation

• Let's make map - Web-based tool to export an SVG map from Mapzen tiles.

Software / Vector Utilities

• svgoutline (⭐22) - Python library to extract strokes and outlines from SVGs as line segments.

Inspiration, Instruction, and Research / Fonts

• Surface Projection - Deep dive into surface projection and hidden line removal using Python and penplot.

• Fractal Generation with L-Systems - Techniques for creating line-based fractal graphics.

• From Lettering Guides to CNC Plotters - "A Brief History of Technical Lettering Tools".

Manuals, Ephemera, Papers, and Patents / Papers

• Toward Aesthetic Guidelines for Paintings with the Aid of a Computer (1975) (paywall) - Vera Molnar.

• Preparation of V2O5 Thin Film by Sol–Gel Technique and Pen Plotter Printing

• Vera Molnar's Computer Paintings

Community / Patents

• #PenPlotter - Bluesky and Mastodon hashtag with good plotterfolk activity.

25. Awesome Pentest

Intentionally Vulnerable Systems / Intentionally Vulnerable Systems as Docker Containers

• OWASP NodeGoat (⭐2k) - docker-compose build && docker-compose up.

Online Resources / Online Penetration Testing Resources

• Client XSS Introduction - Comprehensive introduction to client-side cross-site scripting (XSS) attacks.

Online Resources / Other Lists Online

• Awesome ElectronJS Hacking (⭐652) - A curated list of awesome resources about Electron.js (in)security

26. Awesome Asyncio

Database Drivers

• pymongo (⭐4.3k) - The Official MongoDB Python driver, offering both synchronous and asynchronous APIs.

Writings

• Short well-written intro to asyncio - Generators, Coroutines, Native Coroutines and async/await.

27. Awesome Transit

GTFS Data Collection and Maintenance Tools / Rust

• GTFS Studio - Online editor for GTFS feeds

28. Free for Dev

PaaS

• Apply.build — Build and deploy your GitHub app for free with 0.5 vCPUs / 512 MiB RAM, European servers, automatic firewall, real-time performance metrics. Run Node.js, Python, Go, Java, static sites, microservices, and more.

• Daestro - Run compute jobs across Cloud Providers & On-Prem. The free tier includes up to 10 concurrent job runs, 2 compute spawns, self-hosted compute, 1 cloud provider, 1 container registry and 1 cron job.

Analytics, Events and Statistics

• DocBeacon - Secure document sharing with document tracking and engagement Analytics. Free plan supports up to 20 PDF documents (10 MB max), 10 contacts, and 2 shares per document with basic analytics for views downloads, time and engagement.

Miscellaneous

• XKit — A collection of free online tools designed to make life easier for developers, students, and everyday users. Include a wide range of Developer tools, Diff/Compare tools, Calculators, Converters and Generators.

29. Awesome Mysql

MCP

• MCP MariaDB Server (⭐95) - the official MariaDB MCP server.

30. Awesome Osint

Google Dorks Tools

• DorkGenius - DorkGenius is the ultimate tool for generating custom search queries for Google, Bing, and DuckDuckGo. - Our cutting-edge app uses the power of AI to help you create advanced search queries that can find exactly what you're looking for on the web.

• DorkGPT - Generate Google Dorks with AI.

• Google Hacking Database (GHDB) - The GHDB is an index of search queries (we call them dorks) used to find publicly available information, intended for pentesters and security researchers.

• SearchDorks - Generate Search Engine (Google, FOFA, Shodan, Censys, ZoomEye) Dorks using AI.

Social Media Tools / Telegram

• AgentFNS_Bot — Free instant counterparty check using official data (INN/OGRN).

• AVinfoBot — Used-car history via plate/VIN/phone.

• AvtoNomer — Finds vehicle photos by plate via platesmania.com.

• avtogram_bot — Paid car reports (VIN/plate): accidents, fines, liens.

• avtocodbot — Paid VIN/plate lookup.

• bmi_np_bot — Identifies phone-number operator and basic info.

• ChatSearchRobot — Finds chats with similar topics; 709k+ VK chats.

• ClerkBot — Phone + username lookup; vehicle info.

• creationdatebot — Approx. Telegram account creation date.

• CryptoBot — Anonymous crypto wallet.

• datXpert — Leak search via IntelX.

• Detectiva — Phone/email lookup with 6 search types.

• Discord Sensor — Retrieves Discord account data.

• dCallsBot — Anonymous calls, masking, eSIM/DID.

• EasyVIN — Cheap VIN/plate history check.

• egrul_bot — Free counterparty-check bot.

• EyeTON — TON wallet graph + linked profiles.

• FindStickerCreator — Finds creator of any Telegram sticker pack.

• Фари — VIN-history lookup from getcar.by.

• GeoMacFinder — Finds Wi-Fi AP location by MAC/BSSID.

• getChatList — Shows user’s group list.

• Getairplane — Phone → flight history (20 years).

• GetSendGifts — Shows who sent Telegram gifts.

• HimeraSearch — OSINT/HUMINT search: phones, emails, vehicles, people, courts.

• Insight — Shows interests based on subscriptions.

• InstaAnonym — Anonymous Instagram/VK viewer.

• InstaBot — Downloads Instagram media.

• ITP Infotrack — People, vehicle, property lookup.

• Leak OSINT — Phone-number leakage check.

• Maigret OSINT bot — Username search on 1,366 sites.

• mnp_bot — Phone operator + region.

• MotherSearchBot — Google-like Telegram search.

• NEUROAUTOSEARCH — Car DB search + neural networks.

• OkSearch — Search channels, bots, groups by keyword.

• OpenDataUABot — Ukrainian OSINT bot.

• OPENLOAD Bot — Semi-automated OSINT/vuln scanning suite.

• Osintkit — Ukrainian lookup: passport, tax ID, email, phone, address, vehicles, Telegram.

• PasswordSearch — Shows leaked passwords for an email.

• PimEyes — Face-search across social networks.

• RegDateBot — Registration date by ID/forward.

• SangMata (beta) — Name-change history via /search_id.

• SangMataInfo_bot — Username change history.

• SaveYoutubeBot — Finds and downloads YouTube videos.

• Search_firm_bot — Searches organizations, banks, postal codes.

• Searchforchats — Searches chats by keywords.

• Sherlock — Name/phone/email search + vehicle data.

• ShtrafKZBot — Fines, taxes, penalties; traffic violations.

• SMS Activate — Virtual numbers from 50+ countries.

• SpyGGbot — TON balances, NFT owners, Fragment usernames.

• Surftg_bot — Searches Telegram messages.

• TuriBot — Resolves username from Telegram ID.

• Unamer — Username ownership history.

• username_to_id_bot — Returns user/chat/channel/bot ID.

• UsInfoBot — Resolves username from ID (inline).

• WhoisDomBot — Whois lookup for domains/IPs + dig/trace.

31. Awesome Integration

Resources / Data Formats

• YAML (⭐429) (⭐428) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

32. Awesome Mac

Utilities / System Related Tools

• MiddleDrag (⭐4) - Three-finger trackpad gestures for middle-click and middle-drag on macOS.

Developer Tools / API Development and Analysis

• Requestly - Open-source, lightweight Git-Friendly API Client built for modern developers.

Utilities / Menu Bar Tools

• Boring Notch - Turn your MacBook notch into a music and file control center.

• DynamicHorizon - Enhances the notch with seamless media controls, airdrop, notifications, system indicators and lock screen widgets.

Utilities / General Tools

• Deskmark - Add watermarks to the desktop, ideal for recording videos.

Utilities / Productivity

• Table Habit (⭐1.1k) – A cross-platform habit tracker that helps you build micro-habits with growth curves and offline-first syncing.

• Trace - Open-source spotlight alternative and shortcut toolkit.

33. Awesome Neovim

Programming Languages Support / Web Development

• rodrigoscc/nurl.nvim (⭐0) - HTTP client with requests defined in pure Lua.

Language / Assembly

• acidsugarx/babel.nvim (⭐1) - Translate text using Google Translate with async support, float display, and multi-picker integration.

Colorscheme / Tree-sitter Supported Colorscheme

• pebeto/dookie.nvim (⭐6) - A color scheme inspired by Plan9's acme editor.

34. Awesome Svelte

Miscellaneous

• EmbedPDF - A modular, high-performance PDF viewer and editor built for Svelte, powered by PDFium. Fully extensible with plugins for annotations, redaction, thumbnails, and more.

35. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• ipnav (⭐1) - Provides convenient aliases and completions for IP address operations ip-navigator-cli (⭐1).

36. Awesome Data Engineering

Data Lake Management

• FlightPath Data - FlightPath is a gateway to a data lake's bronze layer, protecting it from invalid external data file feeds as a trusted publisher.

Profiling / Data Profiler

• YData Profiling - A general-purpose open-source data profiler for high-level analysis of a dataset.

• Desbordante (⭐439) - An open-source data profiler specifically focused on discovery and validation of complex patterns in data.

• Next: Dec 01 - Dec 07, 2025