Track Awesome listModify

2026-04-04 11:13:13

1. AwesomeCSV

Tools

• CSV to SQL - Upload a CSV file, set a table name, and generate SQL inserts instantly.

2. Awesome Readme

Examples

• aurumz-rgb/ReviewAid (⭐6) - Project banner with academic badges. Features architecture diagrams, AI provider logos, collapsible workflows, and comparison tables.

3. Awesome Rust

Applications / Productivity

• iwe-org/iwe (⭐862) [iwe] - A markdown-based knowledge management tool with LSP server and CLI

4. Awesome Agi Cocosci

Science Logology / AI Assisted Research

• Towards end-to-end automation of AI research - Nature, 2026. [All Versions]. The automation of science is a long-standing ambition in artificial intelligence (AI) research. Although the community has made substantial progress in automating individual components of the scientific process, a system that autonomously navigates the entire research life cycle---from conception to publication---has remained out of reach. This work presents a pipeline for automating the entire scientific process end to end. The authors present The AI Scientist, which creates research ideas, writes code, runs experiments, plots and analyses data, writes the entire scientific manuscript, and performs its own peer review. Its ideas, execution and presentation are of sufficient quality that the manuscript generated by this AI system passed the first round of peer review for a workshop of a top-tier machine learning conference. The workshop had an acceptance rate of 70%. The system leverages modern foundation models within a complex agentic system. The authors evaluate The AI Scientist in two settings: a focused mode using human-provided code templates as an initial scaffold for conducting research on a specific topic and a template-free, open-ended mode that leverages agentic search for wider scientific exploration. Both settings produce diverse ideas and automatically test, report on and evaluate them. This achievement demonstrates the growing capacity of AI for making scientific contributions and signifies a potential paradigm shift in how research is conducted. As with any impactful new technology, there could be important risks, including taxing overwhelmed review systems and adding noise to the scientific literature. However, if developed responsibly, such autonomous systems could greatly accelerate scientific discovery.

5. Awesome Windows

System Utilities

• HardwareExporterWindows (⭐1) - Prometheus exporter for Windows hardware metrics using LibreHardwareMonitor, with a ready-to-use Grafana dashboard.

6. Awesome Datascience

Tutorials

• DataDriven - SQL, Python, and Data Modeling Interview Questions

7. Awesome Fonts

General

• Gulim - AI-powered font recommendation engine with mood-based search for Korean and global fonts, cross-script pairing, and CSS code generation

8. Awesome Cli Apps

AI / Agents

• agentify (⭐19) - Transform OpenAPI specs into formats for agents.

9. Awesome Iot

Software / Frameworks

• homebridge-blink-security (⭐2) - A Homebridge plugin for integrating Blink cameras, doorbells, and sirens with Apple HomeKit, featuring live streaming, arm/disarm, and motion detection.

• homebridge-smartrent (⭐2) - A Homebridge plugin for integrating SmartRent locks, thermostats, leak sensors, and switches with Apple HomeKit via real-time WebSocket connection.

10. Awesome for Beginners

TypeScript

• SigNoz (⭐26k) (label: good first issue)
  An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application.

11. Awesome Cpp

Miscellaneous

• SIMD Everywhere (⭐3k) - Implementations of SIMD instruction sets for systems which don't natively support them. [MIT]

12. Awesome Neovim

AI / Diagnostics

• cursortab/cursortab.nvim (⭐150) - Edit completions and cursor predictions with multiple AI providers.

13. Awesome Mac

Utilities / Productivity

• CurrentKey - Add custom names and icons to Spaces and track app usage time.

14. Awesome Go

Databases Implemented in Go

• minisql (⭐31) - Embedded single file SQL database.

Financial

• indicator (⭐828) - Technical analysis library providing financial indicators, strategies, and backtesting framework.

Job Scheduler

• scheduler (⭐2) - Go-native distributed job scheduler with delayed tasks, batched Redis coordination, retries, lease-based recovery, and versioned queue partitioning.

Networking

• fibersse (⭐0) - Production-grade Server-Sent Events (SSE) for Fiber v3 with event coalescing, priority lanes, topic wildcards, adaptive throttling, and built-in auth.

2026-04-03 11:25:22

1. Awesome Sysadmin

Software / Time Servers

• Chrony - A versatile implementation of the Network Time Protocol (NTP). (Source Code) GPL-2.0 C

• NTPsec - A secure, hardened, and improved implementation of Network Time Protocol derived from NTP Classic. (Source Code) BSD-2-Clause/Custom C

• OpenNTPD - A FREE, easy to use implementation of the Network Time Protocol. (Source Code (⭐24)) ISC C

• Roughenough (⭐142) - A Roughtime secure time synchronization client and server. MIT/Apache-2.0 Rust

• Statime (⭐292) - A Precision Time Protocol (PTP) implementation in Rust. MIT/Apache-2.0 Rust

2. Awesome Steam

Node.js / General

• steamworks-ffi-node (⭐50) - A Node.js wrapper for Steamworks SDK.

Rust / Misc

• steamguard-cli (⭐936) - Command-line utility for generating Steam 2FA codes and managing Steam confirmations.

3. Awesome Osint

Other Resources / GitHub

• appsec.fyi OSINT Resources - Curated collection of OSINT resources for cybersecurity, including tools, techniques, and writeups.

4. Awesome Network Analysis

Professional Groups / Research Groups (Other)

• Networks, Data, and Society (NERDS) - Research group at IT University of Copenhagen.

Software / Social, Economic and Political Networks

• OSoMe - Observatory on Social Media, an interdisciplinary research center at Indiana University, with tools to browse current and past social media posts.

5. Awesome Smart Tv

Cross-platform tools / Official resources

• smartest-tv (⭐1) - CLI and MCP server for playing Netflix, YouTube, and Spotify on any smart TV by name. Deep links content across LG, Samsung, Android TV, and Roku — say "Frieren S2E8" and it plays (Python).

6. Awesome Python Data Science

Graph Machine Learning / Others

• Cleora (⭐529) - The Graph Embedding Engine.

7. Awesome Rust

Libraries / Artificial Intelligence

• EricLBuehler/mistral.rs (⭐6.8k) [mistralrs] - Fast, flexible LLM inference engine supporting multimodal models, quantization (GGUF/GPTQ/ISQ), and OpenAI-compatible API

8. Awesome Datascience

Deep Learning Packages / Visualization Tools

• Highcharts

Newsletters / Book Deals (Affiliated)

• AI Weekly - Curated AI intelligence briefing from industry leaders covering models, funding, policy, and applications. 3x/week since 2017, 40K+ subscribers.

9. Awesome Mac

Reading and Writing Tools / Note-taking

• Revu - Local-first spaced repetition app with FSRS scheduling and Anki import.

Reading and Writing Tools / Ebooks

• ReadAny - AI-powered e-book reader with semantic search, chat, and note management.

Developer Tools / Databases

• Paul - AI-first PostgreSQL client for getting fast answers from your database with read-only access by default.

Security Tools / Audio Record and Process

• ClearanceKit - Policy-based file access control tool for protected paths.

• Santa - Binary and file access authorization system.

10. Awesome Go

Standard CLI

• boa (⭐14) - Declarative flags, env vars, validation, and config files from struct tags. Built on cobra.

Generators

• go-apispec (⭐4) - Generate OpenAPI 3.1 specs from Go source code via static analysis with automatic framework detection.

Goroutines

• autopool (⭐4) - Zero-config, auto-scaling worker pool for Go with priority-aware scheduling.

2026-04-02 11:22:58

1. Awesome Gemini Cli

Interfaces

• Yaw - Cross-platform terminal that auto-detects Gemini CLI and opens a split-pane workflow with a companion terminal.

• Termly - Free native iOS and Android app to monitor and control Gemini CLI (and other CLI AI assistants) remotely. Zero-knowledge E2E encryption, pairs in under 60 seconds via QR code. No subscriptions, no usage limits.

Agent Orchestration & CLI Tools

• Parallel Code (⭐470) - Desktop app for orchestrating multiple AI coding agents (Claude Code, Codex CLI, Gemini CLI) simultaneously in isolated git worktrees.

• Bernstein (⭐32) - Multi-agent orchestrator that coordinates Gemini CLI alongside Claude Code and Codex CLI. Spawns parallel coding agents from a single goal, verifies with tests, auto-commits. Deterministic Python coordination, zero LLM tokens on orchestration.

Commands & Extensions

• brooks-lint (⭐10) - AI code reviews grounded in six classic engineering books. Diagnoses decay risks with structured findings (Symptom → Source → Consequence → Remedy).

• ru-text - Russian text quality — ~1,040 rules for typography, info-style, editorial, UX writing, business correspondence.

• TokRepo Search Skill (⭐2) - Cross-platform TokRepo skill with Gemini extension files for finding and installing AI assets such as prompts, MCP configs, workflows, and reusable skills.

MCP Servers

• TokRepo MCP Server (⭐0) - Search and install AI skills, prompts, MCP configs, and workflows from TokRepo from Gemini CLI and other MCP clients.

2. Awesome Mqtt

Rust

• mqtt5 (⭐40) - Complete async MQTT v5.0 client and broker library for Rust with TCP, TLS, WebSocket, and QUIC support.

3. Awesome Creative Coding

Books

• Generative Design - Visualize, Program, and Create with Processing.

• Programming Interactivity - Designer's Guide to Processing, Arduino, and openFrameworks.

• openFrameworks Essentials - openFrameworks beginner Guide for programmer, visual artist, or designer.

• Mastering openFrameworks: Creative Coding Demystified - Advanced in depth guide to openFrameworks.

• Physics for JavaScript Games, Animation, and Simulations - Teaches JavaScript programmers how to incorporate real physics into their HTML5 games, animations, and simulations.

Online Books

• OGLdev - Collection of modern OpenGL tutorials by Etay Meiri.

• OpenGL Tutorial - Site dedicated to tutorials for OpenGL 3.3 and later.

• OpenGLBook - Free OpenGL programming tutorial in online book format.

• Graphics Programming Projects - Book about 3D computational graphics by Morgan McGuire.

• On Generative Algorithms - Notes about generating various organic patterns, with examples and Python code, by Anders Hoff.

• Computer Graphics from Scratch - A raytracing and rasterization textbook that teaches you how OpenGL and DirectX works.

• WebGL Academy - Learn WebGL and 3D algorithmic in a progressive and interactive way.

Courses

• Kadenze Creative Coding - Selection of Kadenze courses covering p5.js, TensorFlow, Max/Jitter, and ChucK.

• Programming Graphics I, 2, 3 - Learn generative art and Processing with art with Joshua Davis.

Web Programming • Libraries

• Paper.js - The swiss army knife of vector graphics scripting.

• twgl (⭐3k) - A tiny WebGL helper library.

• Theatre.js (⭐12k) - Motion design library with visual tools

Projection Mapping • VJing

• MadMapper [Mac] - Video mapping projections and Light mapping.

• Modul8 [Mac] - Real time video mixing and compositing.

• Veejay [Linux] - A live performance tool featuring simple non-linear editing and mixing from multiple sources (files, devices, streams...)

Online

• GLSL Sandbox - Online shader editor and gallery.

• Shdr Editor - Online shader editor.

• CodePen - Show case of advanced techniques with editable source code.

• Cyos - Online shader editor.

• GlslEditor - Simple WebGL Fragment Shader Editor.

• LiveCodeLab - Run-as-you-type tool for VJs, musicians, teachers, students, kids.

Other

• shoebot [Cross-platform] - Shoebot is a creative coding environment designed for making vector graphics and animations with Python.

Articles • Tutorials / Shaders • OpenGL • WebGL

• Real-time Rendering - Book, blog and collection of resources regarding real-time rendering.

• OpenGL 4 Shaders - Short and sweet introduction to OpenGL shaders by Anton Gerdelan.

• WebGL Tutorials - Website with a really good collection of WebGL tutorials.

• Generating Geometry: 1, 2, 3 - Beginner introduction on how to create geometry object.

• WebGL Workshop - Short and sweet online introduction to WebGL.

• Three.js Basics - Introduction to Three.js by Eric Haines.

4. Awesome Lowcode

Flow-based programming

• KAI-Flow - KAI Flow is a Open Source low-code platform developed for designing and scaling complex AI workflows.

5. Awesome Ai in Finance

Traditional Market / Prediction Markets

• finclaw (⭐14) - AI-native quantitative trading engine with 484 alpha factors, genetic algorithm strategy evolution, walk-forward backtesting and paper trading. Supports A-shares, crypto, and MCP server for AI agent integration.

6. Awesome Mongodb

Libraries / JavaScript

• connect-mongo (⭐2k) - MongoDB session store for Connect and Express written in Typescript.

7. Awesome Webgl

Tutorials / Firefox Specific Tools/Debugger

• WebGL 2 & GLSL Primer: A Zero-to-Hero, Spaced-Repetition Guide (⭐61) - Grok WebGL2 and GLSL through a sequence of guided lessons, each chunked into atomic Q&A cards, with hands-on projects and solution code integrated throughout.

8. Awesome Animal Care

Common Resources for all animals / Books

• The Guidelines for Standards of Care in Animal Shelters - Association of Shelter Veterinarians - Evidence-based, consensus-driven standards and guidance for improving companion animal shelter care, welfare, design and policy.

Common Resources for all animals / Care & Treatment

• Choosing & Knowing Your Veterinarian - American Veterinary Medical Association (AVMA) - Guide about choosing a good vet and co-ordinating with them to ensure the best treatment for your animal.

• Emergency Care - American Veterinary Medical Association (AVMA) - Immediate first aid and emergency care, strictly as a bridge until your animal can be seen by a veterinarian.

Common Resources for all animals / Welfare Organizations

• Brooke India - Branch of Brooke that works directly with equine owners in India to improve the health and working conditions of donkeys and horses.

• World Animal Protection India - Indian office of WAP, advocating for animal-friendly policies in Indian livestock management and wildlife protection.

Common Resources for all animals / Food Hazards & Poison Control

• People Foods to Avoid Feeding Your Pets - American Society for the Prevention of Cruelty to Animals (ASPCA)

• Poisonous Household Products - American Society for the Prevention of Cruelty to Animals (ASPCA)

• Poisonous Plants - American Society for the Prevention of Cruelty to Animals (ASPCA)

• Top 10 Deadliest Pet Poisons - American Society for the Prevention of Cruelty to Animals (ASPCA)

Cats / Cat Books

• Essential Guides - Cats Protection - Set of 17 essential PDF guides offering expert advice on all aspects of cat care, behavior and welfare.

Cats / Cat Care & Treatment

• Common Cat Diseases - American Society for the Prevention of Cruelty to Animals (ASPCA) - Information about diseases and other medical inflictions that frequently impact cats.

Dogs / Dog Books

• Before and After Getting Your Puppy: The Positive Approach to Raising a Happy, Healthy and Well-Behaved Dog - Dr. Ian Dunbar with Michael Page - Complete, positive-training manual covering everything from choosing a puppy to raising a well-mannered, socially confident dog.

• The Forever Dog: Surprising New Science to Help Your Canine Companion Live Younger, Healthier and Longer - Rodney Habib, Karen Shaw Becker - Science-backed exploration of nutrition, lifestyle and environmental factors to help dogs live longer, healthier lives.

Dogs / Dog Care & Treatment

• Common Dog Diseases - American Society for the Prevention of Cruelty to Animals (ASPCA) - Information about diseases and other medical inflictions that frequently impact dogs.

Parrots / Parrot Care & Treatment

• Bird Health & Anatomy Part 1 of 2 - The Gabriel Foundation (TGF) - Covers topics like bird poop, bathing your bird, laying eggs, bird dust and dangar, feather plucking and sleep time.

• Bird Health & Anatomy Part 2 of 2 - The Gabriel Foundation (TGF) - Covers topics like bird respiratory system, boogers, nosebleeds, food digestion, regurgitation and vomiting, beak health and some common illnesses in birds.

• Parrot Enrichment - The Gabriel Foundation (TGF) - Covers various types of bird enrichment activities.

9. Awesome Transit

GTFS Analysis Tools / Rust

• GTFS Explorer - Web application to upload, validate and visually explore GTFS feeds, featuring an interactive network map, route and stop inspection, schedule grids, and a network statistics dashboard.

GTFS Based Visualizations / Rust

• TransitLens - Browser-based GTFS viewer for visualizing routes, stops, and shapes on an interactive map. Includes service calendar analysis, structured data tables, and GeoJSON/KML overlay support. No setup required.

10. Awesome Swift Playgrounds

WWDC Students Submissions

• Latest: 2026 (⭐29)

• Past Editions: 2025 (⭐77), 2024 (⭐5), 2023 (⭐99), 2022 (⭐159), 2021 (⭐183), 2020 (⭐217), 2019 (⭐283), 2018 (⭐265), 2017 (⭐241), 2016 (⭐83), 2015 (⭐132), 2014 (⭐183)

11. Awesome Zig

Fundamentals / Utility

• midasdf/zt (⭐3) - Ultra-fast, minimal terminal emulator written in Zig with fbdev, X11, Wayland, and macOS backends.

12. Awesome Osint

Maritime / GitHub

• Phantom Tide (⭐20) - Cross-domain OSINT dashboard combining vessel tracking, airspace activity, official notices, environmental context, and satellite detections for maritime and airspace analysis.

OSINT RSS Feeds / GitHub

• EUvsDisinfo - Research, analysis, and case studies focused on disinformation narratives and influence operations.

• Fake News – Inforrm's Blog - Media law and misinformation analysis relevant to disinformation investigations.

• Krebs on Security - Investigative reporting on cybercrime, breaches, and threat actors.

• OSINT Combine Blog - Current OSINT tradecraft, investigations, and monitoring workflows.

• SANS Internet Storm Center Diary (Full Text) - High-signal incident reports, malware observations, and operational security analysis.

• The Citizen Lab - Research on surveillance, spyware, censorship, and digital threats relevant to advanced OSINT work.

• Trace Labs Blog - Missing-person OSINT methodology, case support, and investigative workflows.

13. Awesome Rust

Applications / Blockchain

• linera-io/linera-protocol (⭐32k) - A decentralized blockchain infrastructure designed for highly scalable, low-latency Web3 applications

Libraries / Artificial Intelligence

• juyterman1000/entroly (⭐94) - Information-theoretic Context Engineering Engine that uses reinforcement learning to intelligently prune and select optimal RAG fragments.

Libraries / Cryptography

• verifyfetch (⭐147) - Streaming file integrity verification using Rust/WASM SHA-256 hashing with constant memory. Resumable downloads for large files in the browser.

Libraries / Text search

• andylokandy/simsearch (⭐187) [simsearch] - A simple and lightweight fuzzy search engine that works in memory, searching for similar strings

14. Awesome Datascience

Beginner Roadmap

• Learn Python – Start with basics: variables, loops, functions

• Learn core libraries – Pandas, NumPy, Matplotlib, Scikit-Learn

• Practice with beginner projects – Try Titanic survival or house price prediction on Kaggle

• Learn Math basics – Statistics, Linear Algebra, Probability

• Move into ML – Supervised learning → Unsupervised → Deep Learning

15. Awesome Cpp

Math

• NumKong (⭐1.8k) - SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types. [Apache2] (previously named SimSIMD)

16. Awesome Mac

Utilities / Menu Bar Tools

• NetFluss - Native menu bar app for real-time upload/download speeds and top bandwidth-using apps.

17. Awesome Go

Artificial Intelligence

• AegisFlow (⭐7) - AI gateway for routing, securing, and monitoring LLM traffic across 10+ providers. OpenAI-compatible API, WASM policy plugins, canary rollouts, real-time dashboard.

• routex (⭐2) - YAML-driven multi-agent AI runtime for Go with Erlang-style supervision, MCP tool server support, and a CLI.

Advanced Console UIs

• goscaf (⭐18) - goscaf generates opinionated, production-quality Go project boilerplate via an interactive CLI. Stop copy-pasting skeleton code between projects.

18. Awesome Go

Finance & Blockchain / Blockchain

• solana-foundation/solana-go (⭐1.5k) — Go SDK library and RPC client for the Solana Blockchain ☆1,536

2026-04-01 11:38:38

1. Awesome Lowcode

AI

• Rosebud AI - Vibe coding platform for creating 3D games and interactive web apps with AI.

2. Awesome Docker

Monitoring

• Docker-Sentinel (⭐15) - Automated container updates with per-container policies, rollback safety, and a real-time web dashboard. By Will-Luck.

• Wiremap (⭐0) - A self-hosted visual Docker network topology explorer with real-time log streaming, live stats, embedded terminal, and container inspection. By codeofmario.

Security

• Grype (⭐12k) - A vulnerability scanner for container images, filesystems and SBOMs. By Anchore.

Terminal / Terminal UI

• swarmcli (⭐11) - Swarm Management at the speed of thought — with real-time log streaming, instant shell access to containers, seamless port forwarding, and on-demand secret reveal capabilities, giving you full control over your Docker Swarm without breaking your flow.

• tdocker (⭐80) - A docker ps replacement for everyday container operations by @pivovarit.

Registry / Other

• NORA (⭐35) - Lightweight multi-protocol artifact registry supporting Docker, Maven, npm, Cargo and PyPI in a single 32MB binary. Pull-through cache, Web UI, Prometheus metrics, RBAC auth.

Development Environment / Other

• HarborPilot (⭐2) - Automated multi-platform Docker image builder for embedded Linux development (RK3588, RV1126, RK3568). Features three-layer config inheritance, PORT_SLOT-based port allocation, and cross-version Ubuntu support (20.04/22.04/24.04). By potterwhite.

3. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐401) (⭐396) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐974) (⭐974) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Design

• OpenAPI Generator (⭐26k) (⭐26k) - Automate the creation of API client libraries, server stubs, documentation and config files with this powerful OpenAPI Spec tool.

Projects / API Documentation

• OpenAPI Explorer (⭐343) (⭐342) - Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

• Zudoku (⭐491) (⭐484) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Envoy Gateway (⭐2.6k) (⭐2.6k) - CNCF Envoy-based gateway with Gateway API, mTLS, JWT, and other built-ins.

• Gloo Edge (⭐158) (⭐157) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

Projects / Business Rules Engine

• OpenL Tablets (⭐194) (⭐193) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Projects / Data Integration

• Estuary Flow (⭐902) (⭐895) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Projects / Data Mapping Solution

• AtlasMap (⭐212) (⭐210) - Interactive web-based tool that simplifies mapping across Java, XML, CSV, and JSON data sources with an intuitive interface.

• JSLT (⭐688) (⭐690) - Powerful JSON query and transformation language inspired by jq and XPath, designed for rapid and flexible data manipulation.

• JSONata (⭐2.6k) (⭐2.5k) - Lightweight query and transformation language for JSON data.

Projects / Enterprise Service Bus

• WSO2 Enterprise Integrator (⭐398) (⭐397) - API-centric, cloud-native integration platform offering robust, distributed capabilities for modern software architectures.

Projects / Integration Frameworks

• Frank!Framework (⭐161) (⭐160) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• LavinMQ (⭐876) (⭐874) - High-performance message queue server implementing AMQP 0-9-1 and MQTT protocols, built with Crystal for exceptional throughput and minimal resource usage.

Projects / Self-Service Integration

• n8n (⭐181k) (⭐180k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Bonita (⭐174) (⭐173) - Open-source BPMN engine with a designer interface to build and automate complex business processes.

• Prefect (⭐22k) (⭐22k) - Modern, developer-friendly orchestration tool optimized for data pipelines and complex workflows.

Resources / Data Formats

• Protocol Buffers (⭐71k) (⭐71k) - A language-neutral and platform-neutral serialization mechanism that is designed to be highly efficient and extensible. It supports rich data types and is widely used in distributed systems, such as gRPC and Apache Kafka.

• YAML (⭐459) (⭐456) - 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.

4. Urban and Regional Planning Resources

Planning Coding Resources / Python

• Folium (⭐7.4k) - A light weight library that uses leaflet to visualize geospatial data quickly in an interactive map.

• Linref (⭐9) - A library that builds on tabular and geospatial libraries to implement powerful features for linearly referenced data through event collection objects.

5. Awesome Acg

Uncategorized

• See-through (⭐895) - Single-image Layer Decomposition for Anime Characters. [English]

6. Awesome Gdpr

Tools

• Website Evidence Collector (WEC) - EDPS Inspection Software.

7. Awesome Mqtt

Tools

• mqttv5 (⭐40) - Unified MQTT v5.0 CLI for publishing, subscribing, running a broker, and benchmarking with multi-transport support.

8. Awesome List

Miscellaneous

• Transit (⭐1.7k) – Data standards, APIs, apps, tools, datasets, and research around open source technology of public transit.

9. Awesome Osint

Google Dorks Tools

• DorkEye (⭐87) - DorkEye is a Python-based OSINT framework for automated Google Dorking. It includes an interactive wizard for guided configuration, a dork generator to build and customize queries, a multi-agent analysis pipeline with SQLi detection, secrets scanning, security analysis, and advanced HTML report export with selective result saving — allowing accurate, targeted inclusion of findings.

Company Research / GitHub

• uk-company-number (⭐0) - Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes. Available on npm and PyPI.

• uk-sic-codes (⭐0) - UK SIC 2007 industry classification code lookup, search, and validation. Available on npm and PyPI.

10. Free for Dev

Translation Management

• Localhero.ai - Automatic on-brand translations on every pull request, with glossary and translation memory. Free for 1 project, 250 translation credits/month (~4,000 words).

Managed Data Services

• Rivestack - Managed PostgreSQL with pgvector optimized for AI workloads. The free tier includes 500MB storage, daily snapshots, 14-day point-in-time recovery, and a built-in SQL editor that converts search queries to vector embeddings.

IDE and Code Editing

• RunMat - GPU-accelerated numerical computing IDE in the browser. Write and run MATLAB-syntax .m files with automatic GPU acceleration via WebAssembly and WebGPU. No install, no account, no license fees. Open source runtime with CLI, NPM package, and Jupyter kernel support.

11. Awesome Datascience

Newsletters / Book Deals (Affiliated)

• Techpresso. A free daily newsletter covering the most impactful developments in AI, ML, and tech. Archive.

Datasets / Book Deals (Affiliated)

• latamdata-py (⭐0) - Python package for one-line access to 38 open research datasets from Latin America (health, neuroscience, mental health, economics). pip install latamdata-py.

12. Awesome Cli Apps

AI / Agents

• coi (⭐360) - Incus container runtime for agents.

13. Awesome Cpp

Compression

• ZXC (⭐317) - High-performance asymmetric lossless compression. [BSD-3-Clause]

14. Awesome Mac

Design and Product / Screen Recording

• OpenScreen (⭐12k) - Open-source tool for creating polished screen demos and walkthrough videos.

AI Tools / Other Tools

• Claudoscope (⭐30) - Tool for browsing and analyzing Claude Code sessions.

Voice-to-Text / Audio Record and Process

• EnviousWispr - Sub-second dictation running Whisper/Parakeet locally with privacy-first AI text polish.

Browsers / Audio Record and Process

• Mullvad Browser - Privacy browser focused on anti-fingerprinting protection.

Utilities / Clipboard Tools

• Buffer - Lightweight native clipboard manager with bookmarks and OCR for images.

15. Awesome Go

Artificial Intelligence

• localaik (⭐1) - Local compatibility proxy for the Gemini and OpenAI APIs. Run one container locally and test both SDK protocol shapes on the same port without API keys or network access.

2026-03-31 11:26:47

1. Awesome Cern

Physics/mathematics analysis/simulation / Event Management

• LGC2 (⭐3): High-precision 3D least-squares adjustment for large-scale geodetic and metrology networks.

Libraries / UI

• react-openapi-generator-hook (⭐5): React library to simplify API calls using OpenApi Generator.

2. Free Programming Books (English, By Programming Language)

Python / Constraint Logic Programming (extended Prolog)

• Automate the Boring Stuff with Python, 3rd Edition: Practical Programming for Total Beginners - Al Sweigart (HTML) (CC BY-NC-SA)

Rust / Sinatra

• High Assurance Rust - Tiemoko Ballo (HTML) (CC BY-NC-ND)

3. Awesome Game Engine Dev

Open Source Games / C++

• 🔒 GemRB (⭐1.2k) - Open-source implementation of Bioware's Infinity Engine.

4. Awesome Rest

Documentation / Symfony2

• Sourcey - Open source documentation platform for OpenAPI specs and markdown. Static HTML output.

5. Awesome Computational Biology

Compound

• DrugTargetCommons — Community platform for curating and integrating experimental bioactivity data across drugs and targets.

Protein

• UniRef — Non-redundant sequence database clustering UniProtKB entries at multiple sequence identity thresholds.

• InterPro — Protein families, domains, and functional sites database integrating 14 member databases including Pfam and PROSITE.

• Pfam — Database of protein families described by multiple sequence alignments and hidden Markov models.

• NeXtProt — Expert knowledge base on human proteins with deep functional annotation, complementary to UniProt.

Genome

• ROADMAP Epigenomics — Reference epigenome maps for 111 primary human cell types and tissues, including histone modifications, chromatin accessibility, and DNA methylation.

• FANTOM5 — Functional annotation of mammalian genome; comprehensive atlas of active enhancers, promoters, and transcription start sites across human and mouse cell types.

Disease

• Open Targets Platform — Systematic target identification and prioritization platform integrating genetics, genomics, and drug data for drug discovery.

• Human Phenotype Ontology (HPO) — Standardized vocabulary of phenotypic abnormalities in human disease, linking genes, variants, and clinical features.

• DISEASES — Gene–disease association database integrating evidence from text mining, curated databases, and experimental data.

Chemical-Protein Interaction

• Davis kinase inhibitors DB — Experimental kinase inhibitor binding affinity dataset for protein–ligand interaction research.

• Kinase Inhibitor Bioactivity Data (KIBA) — Integrated bioactivity scores for kinase inhibitors combining Ki, Kd, and IC50 measurements.

Gene Regulatory Network

• TRRUST — Manually curated database of human and mouse transcriptional regulatory interactions between transcription factors and their target genes.

• RegNetwork — Database of gene regulatory networks covering transcription factor–target gene and miRNA–gene interaction data across multiple species.

• miRBase — Reference repository for microRNA gene annotations, sequences, and experimentally validated targets.

Benchmarks & Datasets

• PK-DB — Open database of experimental pharmacokinetics (PK) and ADME data from clinical and preclinical studies.

Preprocessing Tools

• STAR (⭐2.2k) — Ultrafast universal RNA-seq aligner with support for spliced alignment and single-cell quantification via STARsolo.

• kallisto — Near-optimal RNA-seq quantification using pseudoalignment for fast transcript abundance estimation.

• Harmony (⭐631) — Fast and scalable integration of single-cell data across datasets, conditions, technologies, and species.

• Monocle3 — Single-cell trajectory analysis tool for learning developmental trajectories and ordering cells in pseudotime.

• CellChat (⭐775) — Inference and analysis of cell-cell communication ligand-receptor networks from single-cell transcriptomics data.

• SCENIC (⭐481) — Single-cell regulatory network inference and clustering linking transcription factors to co-expressed gene modules.

• DoubletFinder (⭐537) — Machine learning approach for detecting multiplet (doublet) artifacts in single-cell RNA-seq data.

Drug Response Prediction

• TGSA (⭐23) — Tumor gene set and attention-based model leveraging biological pathway knowledge for drug response prediction.

• HiDRA — Hierarchical network model incorporating gene and pathway-level information for cancer drug response prediction.

Molecular Generation

• JTVAE (⭐553) — Junction tree variational autoencoder for molecular graph generation that guarantees chemical validity via a hierarchical tree decomposition.

LLM for Biology

• MolT5 (⭐192) — Language model for molecular tasks bridging text and SMILES, enabling molecule captioning and text-driven molecule generation.

• ChatDrug (⭐158) — LLM-based conversational pipeline for drug discovery, using natural language prompts for iterative drug editing and optimization.

Protein Foundation Models / Pre-trained Embedding

• ProtTrans (⭐1.3k) — Suite of protein language models (ProtBERT, ProtT5, ProtXLNet) trained on billions of protein sequences from UniRef and BFD.

• ProGen2 (⭐695) — Protein language model trained on diverse protein families for sequence generation and fitness prediction.

• Ankh (⭐244) — Efficient protein language model optimized for downstream prediction tasks including secondary structure, localization, and function annotation.

Genomics Foundation Models / Protein Structure Prediction and Design

• DeepSEA — Deep learning framework for predicting chromatin effects of sequence alterations with single-nucleotide sensitivity across thousands of chromatin features.

• Sei (⭐112) — Sequence-to-function framework learning a genome-wide regulatory activity code from DNA sequences for variant effect prediction.

• GPN (Genomic Pre-trained Network) (⭐335) — Masked language model for DNA sequences enabling zero-shot variant effect prediction without requiring functional annotations.

6. Awesome Ios Books

SwiftUI

• The SwiftUI Way by Natalia Panferova

Architecture

• SwiftUI Architecture by Mohammad Azam

7. Awesome Malware Persistence

Collection / Windows

• PyrsistenceSniper (⭐78) - A Python-based offline Windows persistence detection tool. Point it at a KAPE dump, a Velociraptor collection, or a mounted disk image and get offline Windows persistence detection. Runs on Windows, Linux, and macOS.

8. Awesome Polars

Polars plugins / Visualization

• flowview (⭐0) - A visual debugger that shows what happens at each step of your Polars DataFrame transformations in the terminal. By @guillermodotn.

Polars plugins / Miscellaneous

• immunum-polars (⭐20) - high-performance plugin for antibody segmentation and numbering, with up to 1,000,000 antibodies per second on 48-core CPU machine.

Blog posts / Miscellaneous

• Pandas vs Polars: A database speed test. Who wins? - A blog post that compares the run-time of reading a database into a dataframe using Pandas versus using Polars by Thomas Reid.

• Using Polars with Snowflake - A blog post that shows how to use Polars with Snowflake by @IndexSeek.

• Polars: A Modern DataFrame Library - An article that introduces to Polars design and its main features by @gox6.

• The Complete Guide to Polars for Data Science - A hands-on tutorial that teaches how to load, manipulate, transform and optimize data sets with Polars in Python by @norochalise. Code used is available on Github here (⭐1).

Talks and videos / Miscellaneous

• Polars: The Super Fast Dataframe Library for Python — Goodbye Pandas? - An article and a video ⏳ 19 min that explores some basic features of Polars by Frank Andrade.

9. Awesome Ai in Finance

Data Sources / Crypto Currencies

• PreReason - Pre-analyzed financial market briefings optimized for AI agent consumption. 17 briefings covering BTC on-chain, macro (Fed balance sheet, M2, Treasury yields), and cross-asset correlations. Returns regime classification, trend signals, and confidence scores in markdown.

Others / Plugins

• Hindsight - State-of-the-art long-term memory for AI agents by Vectorize. Open source, self-hostable, with integrations for LangChain, CrewAI, MCP, and more. Gives financial trading agents persistent memory across sessions.

10. Awesome Zig

Data & Science / Database

• zeno-core/zeno (⭐6) - High-performance embedded key-value storage engine with ART index, WAL, and sharded concurrency.

11. Free for Dev

APIs, Data, and ML

• Posthook - Schedule webhooks to fire at a future time with automatic retries, delivery tracking, and failure alerting. Free plan includes 1,000 webhooks per month.

12. Awesome Rust

Applications / Productivity

• fulsomenko/kanban (⭐85) [kanban-tui] - Terminal-based project management tool inspired by lazygit

Applications / System tools

• macpow (⭐77) - Real-time power consumption monitor TUI for Apple Silicon Macs (M1–M5+). Reads IOReport, SMC, IORegistry — no sudo required.

Applications / Text processing

• micahkepe/jsongrep (⭐504) [jsongrep] - A fast search tool for JSON, YAML, TOML, and other serialization formats with an intuitive path query syntax.

13. Awesome Windows

Security

• Certificate Ripper (⭐901) - A CLI tool to extract server certificates from a URL.

14. Awesome Cli Apps

Productivity / Note Taking and Lists

• kanban (⭐85) - Keyboard-driven project management tool inspired by lazygit.

15. Awesome Iot

Hardware

• AutoPi (⭐182) - Open-source core software for the AutoPi dongle, a Raspberry Pi-based OBD-II device for connected vehicle telematics, CAN bus data collection, and automotive IoT applications.

16. Awesome Cpp

Compression

• OpenZL (⭐3k) - A novel data compression framework. [BSD] website

17. Awesome Neovim

Fuzzy Finder / Assembly

• willyelm/pulse.nvim (⭐13) - A single entrypoint for commands. Use prefixes to quickly access diagnostics, Git and more via pickers.

Colorscheme / Assembly

• 0x-ximon/acario.nvim (⭐8) - [TS][LSP][L/D][Lua] A port of the clean, high-contrast Doom Emacs Acario theme.

18. Awesome Mac

Utilities / Window Management

• StreamWindow - 3D window manager with intuitive views and fluid transitions.

19. Awesome Go

DevOps Tools / Libraries for creating HTTP middlewares

• kepfi (⭐7) - A smart alternative to rm with a recovery bin and storage tracking.

2026-03-30 11:35:17

1. Awesome Terraform

Tools / Community providers

• terravision (⭐1.4k) - Generates professional cloud architecture diagrams from Terraform code using official AWS/Azure/GCP icons and design standards. Runs 100% client-side with CI/CD integration.

2. Awesome Fiber

🛠️ Tools / 🌱 Third Party

• MUlt1mate/protoc-gen-httpgo (⭐17) - A protoc plugin that generates Fiber HTTP server and client code from proto files.

3. Awesome Testing

Software / AI & LLM Testing

• Litmus (⭐2) - Record and replay AI agent LLM calls deterministically for testing and CI, with fault injection and reliability scoring.

4. Awesome Mysql

Development

• cover_me (⭐3) - code coverage tool for mysql stored procedures and functions

5. Awesome Tmux

Plugins

• tabby (⭐25) Modern tab manager with a daemon-driven vertical sidebar, window grouping, and full mouse support.

6. Awesome Preact

Contents / Libraries

• Preact In Motion (⭐32) - Light, elegant animation plugin for Preact (powered by Motion.dev and WAAPI).

7. Awesome Polars

Official documentation

• Documentation for Rust API - Official API Reference for Rust.

• Documentation for R API - Official API Reference for R.

Polars plugins / Data Manipulation

• pl-compare - Compare Dataframes to find difference in the schemas, rows and column values by @concur1.

Polars plugins / Time series / Datetime

• functime (⭐1.2k) - Machine learning Python package built on Polars for time-series predictions by @functime-org. According to the developpers, it's the world's fastest and most feature-full machine learning forecasting library !

Polars plugins / General utilities / Performance

• polars-map (⭐4) - Polars extension that provids a Map extension type and functions by @hafaio.

Polars plugins / Statistics / Analytics

• polars_kde (⭐2) - Polars plugin for kernel density estimation by @schemaitat.

Rust / Miscellaneous

• polars for Rust (⭐38k) - Rust polars crate to use polars DataFrame with Rust.

Tutorials & workshops / Miscellaneous

• Rust Polars: Unlocking High-Performance Data Analysis — Part 1 - First part of an article that explores the world of Rust’s Polars and explain some basic concepts of Polars such as Series by @wiseaidev. Code used is available on Github here (⭐457).

• Fast String Processing with Polars — Scam Emails Dataset - A tutorial using Polars to implement a text processing pipeline process by @AntonsRuberts. Code used is available on Github here (⭐69).

• Data Pipelines with Polars: Step-by-Step Guide - A tutorial that explains how to build data pipelines with Polars by @AntonsRuberts. Code used is available on Github here (⭐69).

• Introduction course that introduces the concept of DataFrame (⭐0) with Polars and Python. It also proposes some corrected exercices by @TLouf.

Blog posts / Miscellaneous

• Why Polars uses less memory than Pandas - A blog post by Itamar Turner-Trauring detailing some techniques to opptimize Pandas memory usage and see how Polars can provide an answer in some cases.

• 7 Easy Steps To Switch From Pandas to Lightning Fast Polars And Never Return - A cheat sheet blog post of the most common Pandas operations translated into Polars by @BexTuychiev.

• Using Polars Plugins for a 14x Speed Boost with Rust - A blog post thats shows the use of Polars plugin system for Rust from some concrete examples by @ngriffiths13.

• Anatomy of a Polars Query: A Syntax Comparison of Polars vs SQL - A post that compares Polars syntax to SQL by @bfeif.

• Pandas vs. Polars — Time to Switch? - A blog post that compares Polars to Pandas in a series of 4 benchmarks performed on a csv file with 11 million rows by @daradecic.

• Case Study Comparing Pandas and Polars with 1 Million Rows Data - An blog post that compares benchmarking scores with the Independent samples t-test and Welch’s t-test using Python.

• Build a Decision Tree in Polars from Scratch - A post that explains how to build a decision tree with Polars by @tocab. Code used is available on Github here (⭐6).

8. Awesome Mqtt

Smart Home Hardware Interfaces / Firmwares for ESP based Devices

• huABus (⭐5) - Home Assistant application (Add-on) and MQTT bridge for Huawei solar inverters (SUN2000/3000/5000).

9. Awesome Ai in Finance

Agents

• ProfitPlay Agent Arena (⭐4) - Open prediction market arena where AI agents compete in real-time BTC/ETH/SOL prediction games. Python and Node.js SDKs, 9 live markets, REST + WebSocket APIs.

Technical Analysis

• MarginSafe.ai - AI stock analysis platform specialized in intrinsic value and Wyckoff timing.

Research Tools / Prediction Markets

• CRNG (⭐2) - Contingency RNG, generates random numbers with real market fat tails (K=5-220) and volatility clustering. Matches 86% of real market metrics vs 14% for NumPy. Includes regime detector.

10. Awesome Datascience

Podcasts / Book Deals (Affiliated)

• Chain of Thought

11. Awesome Python

Data Validation

• voluptuous (⭐1.8k) - A Python data validation library primarily intended for validating data from untrusted sources.

12. Awesome Cli Apps

AI / Agents

• InkOS (⭐2.9k) - Novel-writing agent.

13. Awesome Claude Code

Tooling 🧰 / General

• claude-devtools (⭐2.8k) by matt1398 - A well-designed desktop app that provides detailed observability into your Claude Code sessions by analyzing the session logs. Provides turn-based context data across numerous categories, compaction visualization, subagent execution trees, and custom notification triggers. Easy to install, and nice visual design.

14. Awesome Selfhosted

Software / URL Shorteners

• Kutt - Modern URL shortener with support for custom domains and custom URLs. (Demo, Source Code (⭐11k)) MIT Nodejs/Docker

15. Awesome Mac

AI Tools / Other Tools

• Atomic Chat (⭐258) - Open-source AI chat client for local and cloud models with MCP support.

• ClawdHome - Manage multiple isolated OpenClaw gateway instances from one control panel.

• Flock (⭐2) - Terminal multiplexer for running multiple Claude Code and shell sessions in one workspace.

Proxy and VPN Tools / Audio Record and Process

• ClashBar - mihomo-powered menu bar proxy client.

• DashVPN - Smart-routing proxy client with support for VLESS, Shadowsocks, and HTTPS subscriptions.

Utilities / Menu Bar Tools

• Repose (⭐1) - Menu bar break timer that dims your screen and pauses during calls.

Utilities / Quality of Life Improvements

• Dimly - Control brightness across mixed monitor setups from one menu bar app.

16. Awesome Go

Artificial Intelligence

• otellix (⭐0) - OpenTelemetry-native LLM observability and budget guardrails for cost-constrained production environments.

Distributed Systems

• circuit (⭐2) - Circuit breaker with gradual recovery via probabilistic throttling.

• health (⭐8) - Health checker for Go services with Kubernetes probe support.

Strings

• str (⭐7) - Pipeline-first string toolkit for composing transformations.

DevOps Tools / Libraries for creating HTTP middlewares

• aws-doctor (⭐372) - Diagnose AWS costs, detect idle resources, and optimize cloud spending directly from your terminal 🩺 ☁️.

17. Awesome Go

Data Structures / Maps

• lrita/cmap (⭐101) — a thread-safe concurrent map for go ☆102