Awesome List Updates on Jan 05 - Jan 11, 2026

42 awesome lists updated this week.

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1. Awesome Windows

Browsers

• Helium - Browser based on Ungoogled Chromium with privacy, split-view, bangs and built-in ad-blocker.

Security

• cppcryptfs (⭐883) - cppcryptfs is an implementation of the gocryptfs encrypted overlay filesystem in C++ for Windows

2. Awesome Quant

Python / Trading & Backtesting

• Gunbot Quant (⭐35) - Toolkit for quantitative trading analysis. It integrates an advanced market screener, a multi-strategy, multi-asset backtesting engine. Use with built-in GUI or through CLI.

• StrateQueue (⭐155) - An open‑source, broker‑agnostic Python library that lets you seamlessly deploy strategies from any major backtesting engine to live (or paper) trading with zero code changes and built‑in safety controls.

Python / Risk Analysis

• quantitative-finance-tools (⭐2) - Library for portfolio optimization (MVO) and rigorous risk metrics (VaR/CVaR).

Python / Data Sources

• StockAPI – Free real-time Chinese stock data (REST & WebSocket).

• defeatbeta-api (⭐354) - An open-source alternative to Yahoo Finance's market data APIs with higher reliability.

• fedfred - FRED & GeoFRED Economic data API with preprocessed dataframe output in pandas/geopandas, polars/polars_st, and dask dataframes/geodataframes.

• edgar-sec - EDGAR Financial data API with preprocessed dataclass outputs.

Matlab / Alternatives

• RunMat - High performance, Open Source, MATLAB syntax runtime.

Julia / FrameWorks

• CcyConv (⭐25) - Currency conversion library for Julia

• CryptoExchangeAPIs.jl (⭐29) - A Julia library for cryptocurrency exchange APIs

• Fastback.jl (⭐17) - Blazing fast Julia backtester.

• LightweightCharts.jl (⭐48) - Julia wrapper for Lightweight Charts™ by TradingView.

• TechnicalIndicatorCharts.jl (⭐6) - Visualize OnlineTechnicalIndicators.jl using LightweightCharts.jl.

• OnlineTechnicalIndicators.jl (⭐27) - Julia Technical Analysis Indicators via online algorithms.

• OnlineTechnicalIndicators (⭐12) - A Julia quantitative portfolio analytics (risk / performance) via online algorithms.

• OnlineResamplers.jl (⭐2) - High-performance Julia package for real-time resampling of financial market data.

• RiskPerf.jl (⭐14) - Quantitative risk and performance analysis package for financial time series powered by the Julia language.

• TimeArrays.jl (⭐38) - Time series handling for Julia

Rust / Data Visualization

• RunMat (⭐159) - Rust runtime for MATLAB-syntax array math with automatic CPU/GPU execution and fused kernels for quant simulations.

Reproducing Works, Training & Books / Data Visualization

• AlgoTradingLib (⭐19) - A catalog of algorithmic trading libraries, frameworks, strategies, and educational materials.

3. Awesome Crystal

Misc

• cpf_cnpj - Provide utilities for validating and formatting CPF and CNPJ identifiers

4. Awesome Ironsworn

Tools / Starforged

• SectorCrucible - Starforged universe procedural generator

5. Awesome Executable Packing

📦 Packers / After 2010

• zELF (⭐1) - A modular ELF64 packer for Linux x86_64 featuring 22 compression codecs, ML-based codec selection, and support for both static and PIE binaries.

6. Awesome Raspberry Pi

Projects

• BotWave (⭐81) - FM broadcasting system with server-client architecture for managing multiple Raspberry Pi transmitters remotely.

7. Awesome Mongodb

Tools / Desktop

• MongoDB MCP Server (⭐870) - Official Model Context Protocol server for interacting with MongoDB databases and MongoDB Atlas

8. Awesome Graphql

Services / React

• Vedika - Vedic astrology AI API with GraphQL support for horoscopes, birth charts, kundali matching, and 108+ endpoints.

9. Awesome Rest

Design

• Architectural Styles and the Design of Network-based Software Architectures - Roy Fielding's dissertation defining REST

10. Awesome Testing

Software / API Testing

• Vedika API - Vedic astrology API with free sandbox environment for testing. Includes Postman collection, 108+ endpoints, and AI-powered chatbot API for integration testing.

11. Awesome Machine Learning

Java / General-Purpose Machine Learning

• jSciPy (⭐5) - A Java port of SciPy's signal processing module, offering filters, transformations, and other scientific computing utilities.

C++ / General-Purpose Machine Learning

• • Agentic Context Engine (⭐1.6k) -In-context learning framework that allows agents to learn from execution feedback.

• nndeploy (⭐1.7k) - An Easy-to-Use and High-Performance AI deployment framework.

CUDA PTX / Neurosymbolic AI

• Knowledge3D (K3D) (⭐22) - Sovereign GPU-native spatial AI architecture with PTX-first cognitive engine (RPN/TRM reasoning), tri-modal fusion (text/visual/audio), and 3D persistent memory ("Houses"). Features sub-100µs inference, procedural knowledge compression (69:1 ratio), and multi-agent swarm architecture. Zero external dependencies for core inference paths.

JavaScript / General-Purpose Machine Learning

• Catniff (⭐8) - Torch-like deep learning framework for Javascript with support for tensors, autograd, optimizers, and other neural net constructs.

Python / Computer Vision

• Gempix2 - Free production platform for text-to-image generation using Nano Banana V2 model.

Python / Natural Language Processing

• NobodyWho (⭐630) - The simplest way to run an LLM locally. Supports tool calling and grammar constrained sampling.

• VeritasGraph (⭐183) - Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution.

Python / General-Purpose Machine Learning

• InterpretML (⭐6.8k) - InterpretML implements the Explainable Boosting Machine (EBM), a modern, fully interpretable machine learning model based on Generalized Additive Models (GAMs). This open-source package also provides visualization tools for EBMs, other glass-box models, and black-box explanations.

• Neurolink (⭐101) - Enterprise-grade LLM integration framework for building production-ready AI applications with built-in hallucination prevention, RAG, and MCP support.

Python / Neural Networks

• ANEE (⭐1) - Adaptive Neural Execution Engine for transformers. Per-token sparse inference with dynamic layer skipping, profiler-based gating, and KV-cache-safe compute reduction.

Python / Development Tools

• CodeFlash.AI – CodeFlash.AI – Ship Blazing-Fast Python Code, Every Time.

Rust / Natural Language Processing

• shimmy (⭐3.5k) - Python-free Rust inference server for NLP models with OpenAI API compatibility and hot model swapping.

Tools / Misc

• Deepnote (⭐2.5k) - Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps.

• promptfoo (⭐9.5k) - Open-source LLM evaluation and red teaming framework. Test prompts, models, agents, and RAG pipelines. Run adversarial attacks (jailbreaks, prompt injection) and integrate security testing into CI/CD.

• Agentfield (⭐240) - Open source Kubernetes-style control plane for deploying AI agents as distributed microservices, with built-in service discovery, durable workflows, and observability.

• PraisonAI (⭐5.5k) - Production-ready Multi-AI Agents framework with self-reflection. Fastest agent instantiation (3.77μs), 100+ LLM support via LiteLLM, MCP integration, agentic workflows (route/parallel/loop/repeat), built-in memory, Python & JS SDKs.

12. Awesome Computational Biology

Preprocess / Clinical Trial

• FlashDeconv (⭐3) - High-performance spatial transcriptomics deconvolution. Processes 1M spots in ~3 minutes.

• Squidpy - Spatial single cell analysis library in Python.

13. Awesome Wagtail

Apps / Blogging/news

• Puput - Puput is a powerful and simple Django app to manage a blog. It uses the awesome Wagtail CMS as content management system.

• wagtailnews (⭐75) - A plugin for Wagtail that provides news / blogging functionality.

Apps / Rich text editor extensions

• wagtail-readability (⭐16) - Test how readable the content you enter into Wagtail is.

• wagtailmdx (⭐1) - A MDXEditor (⭐3.1k) integration for Wagtail as textfield widget.

Apps / Widgets

• Wagtail HTML Editor (⭐2) - A CodeMirror 6-powered HTML editor for Wagtail with syntax highlighting, Emmet support, and dark mode.

Apps / StreamField

• Wagtail Commonblocks (⭐40) - Common StreamField blocks for Wagtail.

• Wagtail ClearStream (⭐35) - An app to make Wagtail's StreamField more modular.

• Wagtail Code Block (⭐169) - StreamField code blocks for the Wagtail CMS with real-time PrismJS Syntax Highlighting.

Apps / Static site generation

• Wagtail-bakery (⭐193) - A set of helpers for baking your Django Wagtail site out as flat files.

Apps / E-commerce

• wagtailinvoices (⭐34) - A Wagtail module for creating invoices.

• longclaw (⭐401) - A shop template for Wagtail CMS.

Apps / SEO and SMO

• wagtail-metadata (⭐123) - A tool to assist with metadata for social media and search engines.

• wagtail-schema.org (⭐75) - Schema.org JSON-LD tags for Wagtail sites.

• wagtail-meta-preview (⭐37) - Adds ability to get share previews for Facebook, Twitter and Google in the Wagtail admin.

Apps / Customer experience

• Wagtail Personalisation (⭐125) - Personalisation module, enabling editors to create customised pages - or parts of pages - based on segments whose rules are configured directly in the admin interface.

Apps / Media

• Wagtail Image Import (⭐11) - A plugin for importing images from Google Drive.

• Wagtail Makeup (⭐6) - A plugin that replaces all your images with Unsplash images.

• Wagtail Transcription (⭐7) - Provides a field to automatically creates transcriptions from YouTube videos.

Apps / Translations

• wagtailtrans (⭐102) - A Wagtail add-on for supporting multilingual sites.

Apps / Forms

• Wagtail ReCaptcha (⭐62) - wagtail-django-captcha provides an easy way to integrate the django-recaptcha (⭐1k) field when using the Wagtail formbuilder.

• Wagtail JotForm (⭐4) - Embeddable Jotform forms for Wagtail pages.

Apps / Testing

• wagtail-linkchecker (⭐52) - A tool to assist with finding broken links on your Wagtail site.

• Wagtail Accessibility (⭐34) – A plugin to assist with accessibility when developing in Wagtail.

• Wagtail Factories (⭐107) - Factory boy classes for Wagtail.

Apps / Content Management

• Wagtail Themes (⭐108) - Site-specific theme loader for Wagtail.

Apps / Misc

• wagtailmenus (⭐419) - An extension for Torchbox's Wagtail CMS to help you manage and render multi-level navigation and simple flat menus in a consistent, flexible way.

• Wagtail Condensed Inline Panel (⭐84) - Drop-in replacement for Wagtail's InlinePanel suited for large number of inlines (collapsible with drag and drop support).

Tools / Templates & Starter Kits

• Beginner Wagtail Cookiecutter (⭐30) – A super simple implementation of Wagtail CMS.

• Wagtail Pipit (⭐251) – Pipit is a Wagtail boilerplate which aims to provide an easy and modern developer workflow with a React-rendered frontend.

• Wordpress to Wagtail migration kit (⭐56) - Import WordPress blog content from an XML file into Wagtail.

• State Design System (DSFR) starter (⭐59) - Wagtail template and starter kit from the French government.

Tools / Templates (start command)

• Wagtail news template (⭐144)

Resources / Getting started

• Présentation de Wagtail, le dernier CMS Django - Wagtail est un CMS relativement récent dans l’écosystème Django. Pour autant, son jeune âge ne l’empêche pas de posséder de nombreuses fonctionnalités que nous découvrirons dans cet article.

Resources / Articles

• Extending The Functionality of Email Forms in Wagtail

• Wagtail Tutorials: Build Blog Step by Step - The tutorials teach you how to create a standard blog from scratch step by step.

• Python CMS Framework Review: Wagtail vs Django-CMS - Talk about the difference between Django-CMS and Wagtail, the two most popular CMS framework in Python world.

• Migrating your Drupal content to Wagtail (archived)

• How to Add Buttons to ModelAdmin Index View

• How to Prevent Users from Creating Pages by Type

• How to Create and Manage Menus of Wagtail application

• PythonEatsTail - Complete written and video tutorials to create a Wagtail site with multiple languages, authentication and more

Resources / Presentations

• Wagtail & Agile – Wagtail Space 2017 by Edd Baldry.

• Deploy Wagtail to the Divio Cloud – Wagtail Space 2017 by Daniele Procida.

• All about Wagtail – Wagtail Space 2017 by Robin van der Rijst.

• Presenting Wagtail Clear StreamField, a modular StreamField app – Wagtail Space 2017 by Edd Baldry.

• Wagtail Experiments, easy A/B testing for your Wagtail sites – Wagtail Space 2017 by Tom Dyson.

• The Zen of Wagtail – Wagtail Space 2017 by Matt Westcott.

• Plone to Wagtail – Wagtail Space 2017 by Coen van der Kamp.

• Hundreds of Wagtail in Flight – Wagtail Space 2017 by Simon de Haan.

• The State of Wagtail – Wagtail Space 2019 by Tom Dyson.

• Image rotation feature – Wagtail Space 2019 by Chris Adams. Code.

• Debug templates – Wagtail Space 2019 by Coen van der Kamp.

• Wagtail Headless with HATEOAS – Wagtail Space 2019 by Duco Dokter.

• Building a Planet Friendly Web (with Wagtail) – Wagtail Space 2019 by Chris Adams.

• [WIP] The future of (rich text) authoring experiences in Wagtail – Wagtail Space 2019 by Thibaud Colas.

• Wagtail & Whatsapp – Wagtail Space 2019 by Lisa Adams & Codie Roelf.

• Slack2Wagtail – Wagtail Space 2019 by Coen van der Kamp & Lucas Moeskops.

• Wagtail and Oscar – Wagtail Space 2019 by Lars van de Kerkhof.

• wagtail-textract – Wagtail Space 2019 by Kees Hink. Code (⭐34).

• Django 2.2 compatibility – Wagtail Space 2019 by Matt Wescott.

• SEO dashboard – Wagtail Space 2019 by Janneke Janssen. Code (⭐22).

• My First Wagtail Contribution – More formats in RichText Editor – Wagtail Space 2019 by Arifin Ibne Matin.

• Fly, Wagtail, fly! – Wagtail Space 2019 by Daniele Procida.

• Wagtail & GraphQL – Wagtail Space 2019 by Arthur Bayr.

• Wagtail Guide - Wagtail Space US 2022 by Coen van der Kamp.

• Wagtail headless and NextJS frontend - Wagtail Space NL 2022 by Lucas Moeskops.

Resources / Podcasts

• Podcast.__init__ Episode 58 - Wagtail with Tom Dyson - In this episode Tom Dyson explains how Wagtail came to be created, what sets it apart from other options, and when you should implement it for your projects.

Resources / Showcases

• Contributed apps and website code (⭐20k) - A provisional directory of third-party contributed Wagtail websites and apps.

For editors / Lists

• How Do I Wagtail? - Mozilla's editor facing guide for how to use Wagtail's admin interface.

• IoGT Wagtail CMS - User facing documentation for Wagtail by the IoGT (Internet of Good Things).

Open-source sites / Lists

• torchbox.com (⭐7) – Wagtail build of Torchbox.com.

• OpenCanada.org (⭐14) – The opencanada.org website source.

• NHS.UK Content Store (⭐20) – NHS.UK content store and editing app.

• WesternFriend (⭐60) - community website with directory, ecommerce, and online subscription

• Wagtail user guide (⭐33) - A website to teach Wagtail to content editors, moderators and administrators.

14. Awesome Ruby

HTTP Clients and tools

• Rack::Cors (⭐3.3k) - Cross-Origin Resource Sharing (CORS) middleware for Rack applications.

ORM/ODM Extensions

• Tagging
  • Acts As Taggable On (⭐5k) - A tagging plugin for Rails applications that allows for custom tagging along dynamic contexts.

15. Awesome Scientific Computing

Meshing / Triangular and tetrahedral meshing

• TetWild - Generate tetrahedral meshes for triangular surface meshes. (C++, GPL 3, GitHub (⭐691))

16. Awesome Jquery

UI / Paid Books

• EstreUI.js (⭐2) - Mobile-first SPA+PWA framework designed for native-like experience with ES11 and jQuery.

17. Awesome Cern

Physics/mathematics analysis/simulation / Event Management

• GeoModel: GeoModel - A Detector Description Toolkit for HEP experiments.

18. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐366) (⭐366) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐952) (⭐952) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Design

• OpenAPI Style Validator (⭐228) (⭐228) - Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.

Projects / API Gateway

• Apache APISIX (⭐16k) (⭐16k) - A high-performance, dynamic gateway featuring real-time traffic management and powerful plugin integrations.

• Gloo Edge (⭐142) (⭐142) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

• Spring Cloud Gateway (⭐4.8k) (⭐4.8k) - Leverages the Spring ecosystem to deliver robust routing, filtering, and security for microservices.

Projects / Business Rules Engine

• Drools (⭐6.2k) (⭐6.2k) - Open-source engine that supports advanced Decision Model and Notation (DMN) with Eclipse IDE integration for efficient rule development.

• OpenL Tablets (⭐187) (⭐187) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

• ZEN Engine (⭐1.5k) (⭐1.5k) - A cross-platform, open-source Business Rules Engine written in Rust that executes JSON Decision Models through interconnected graphs of decision tables, functions, and expressions.

Projects / Data Integration

• Estuary Flow (⭐859) (⭐859) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Projects / Data Mapping Solution

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

Projects / Enterprise Service Bus

• WSO2 Enterprise Integrator (⭐394) (⭐394) - API-centric, cloud-native integration platform offering robust, distributed capabilities for modern software architectures.

Projects / Integration Frameworks

• Frank!Framework (⭐153) (⭐153) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• BlazingMQ (⭐3.1k) (⭐3.1k) - Distributed message queuing system focused on efficiency and reliability for modern workflow needs.

• LavinMQ (⭐837) (⭐838) - 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 (⭐165k) (⭐166k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Bonita (⭐172) (⭐172) - Open-source BPMN engine with a designer interface to build and automate complex business processes.

Resources / API Specification

• AsyncAPI (⭐5k) (⭐5k) - An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

Resources / Data Formats

• Apache Avro (⭐3.2k) (⭐3.2k) - Data serialization system that provides compact, fast, and efficient serialization of structured data. It supports schema evolution, allows for efficient data compression, and is designed to work well with big data processing frameworks.

• YAML (⭐436) (⭐436) - 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.

19. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• doppler (⭐0) - Displays your current Doppler project and configuration in your shell prompt from environment variables.

• flow-cli (⭐0) - ADHD-friendly ZSH workflow tools. Start working in 10 seconds with work, track wins for dopamine with win, stay oriented with dash. Includes smart dispatchers for git, R, Quarto, and Claude Code.

• git-to-jj (⭐7) - Helps you progressively learn Jujutsu (⭐24k) (aka jj) porcelain as you use git commands.

• mkcd (⭐3) - Provides a mkcd command, the canonical mkdir && cd helper.

20. Awesome Jax

Libraries

• Dynamax (⭐902) - Probabilistic state space models.

Libraries / New Libraries

• astronomix (⭐44) - differentiable (magneto)hydrodynamics for astrophysics in JAX

• vivsim (⭐28) - Fluid-structure interaction simulations using Immersed Boundary-Lattice Boltzmann Method.

• MBIRJAX (⭐19) - High-performance tomographic reconstruction.

21. Free for Dev

Web Hosting

• Oaysus - Visual page builder for developer-built React, Vue, or Svelte components. Free tier includes 1 site with unlimited pages, form submissions, and global CDN hosting.

Storage and Media Processing

• SlingSite - Create all the optimized versions of your images and videos. For Free. In bulk. For each image, you get the following formats: AVIF, WEBP and JPG in the three selected resolutions (desktop, tablet, mobile) For videos, you get: WebM (codec VP9), MP4 (codec HEVC aka H.265) and MP4 (codec AVC aka H.264) plus the cover image with the first frame.

22. Awesome Typescript

Libraries / Chrome Extensions

• rehydra (⭐26) - A zero-trust SDK to anonymize PII locally before sending prompts to LLMs and seamlessly rehydrate the response.

23. Awesome Datascience

MOOC's

• Maschinelle Sprachgebrauchsanalyse - Grundlagen der Korpuslinguistik - course material on text-mining / corpus-linguistics in German funded by the federal state of North Rhine-Westphalia

• Programmieren für Germanist*innen - course material: programming in python in German for digital humanities - funded by the federal state of North Rhine-Westphalia

Books / Visualization Tools

• JavaScript for Data Science - Free html page

• Angewandte Data Science - German book about applied data science

Mailing lists / Book Deals (Affiliated)

• Working Group - Research Software Engineering in the Digital Humanities. This is the mailing list for the Research Software Engineering in the Digital Humanities (DH-RSE) working group.

Bloggers / Book Deals (Affiliated)

• Jan Oliver Rüdiger - ML, DL and Data Science - with a focus on text-/data-mining

Datasets / Book Deals (Affiliated)

• notesjor corpus-collection - Free corpora (over 6 billion tokens) mostly German (both historically and in contemporary German).

• CLARIN-Repository - CLARIN is a European repository for scientific datasets.

24. Awesome Mysql

Backup

• Databasus (⭐4k) - tool for scheduled MySQL backups via web UI with external storages (local, S3, FTP, Google Drive, etc.), notifications (webhook, Discord, Slack, etc.) and team management.

25. Awesome Agi Cocosci

Domain Specific Language / DSL Program Synthesis

• Enhancing Robot Program Synthesis Through Environmental Context - NeurIPS'23, 2023. [All Versions]. Program synthesis aims to automatically generate an executable program that conforms to the given specification. Recent advancements have demonstrated that deep neural methodologies and large-scale pretrained language models are highly proficient in capturing program semantics. For robot programming, prior works have facilitated program synthesis by incorporating global environments. However, the assumption of acquiring a comprehensive understanding of the entire environment is often excessively challenging to achieve. This work presents a framework that learns to synthesize a program by rectifying potentially erroneous code segments, with the aid of partially observed environments. To tackle the issue of inadequate attention to partial observations, the authors propose to first learn an environment embedding space that can implicitly evaluate the impacts of each program token based on the precondition. Furthermore, by employing a graph structure, the model can aggregate both environmental and syntactic information flow and furnish smooth program rectification guidance. Extensive experimental evaluations and ablation studies on the partially observed VizDoom domain authenticate that the method offers superior generalization capability across various tasks and greater robustness when encountering noises.

• On the Effectiveness of Large Language Models in Domain-Specific Code Generation - ACM Transactions on Software Engineering and Methodology, 2025. [All Versions]. Large language models (LLMs) such as ChatGPT have shown remarkable capabilities in code generation. Despite significant achievements, they rely on enormous training data to acquire a broad spectrum of open-domain knowledge. Besides, their evaluation revolves around open-domain benchmarks like HumanEval, which primarily consist of programming contests. Therefore, it is hard to fully characterize the intricacies and challenges associated with particular domains (e.g., Web, game, and math). This work conducts an in-depth study of the LLMs in domain-specific code generation. The results demonstrate that LLMs exhibit sub-optimal performance in generating domain-specific code, due to their limited proficiency in utilizing domain-specific libraries. The authors further observe that incorporating API knowledge as prompts can empower LLMs to generate more professional code. Based on these findings, the authors further investigate how to effectively incorporate API knowledge into the code generation process. The authors experiment with three strategies for incorporating domain knowledge, namely, external knowledge inquirer, chain-of-thought prompting, and chain-of-thought fine-tuning. The authors refer to these strategies as a new code generation approach called DomCoder. Experimental results show that all strategies of DomCoder improve the effectiveness of domain-specific code generation under certain settings.

26. Awesome Osint

Domain and IP Research / GitHub

• isMalicious - Threat intelligence platform aggregating malicious IP and domain data from multiple security feeds with real-time reputation scoring and threat categorization.

27. Awesome Lit

Component Libraries

• AgnosticUI (⭐748) - A CLI-based UI component library that copies Lit web components directly into your project. Full React and Vue wrappers for native framework experience.

28. Awesome Cl

MCP servers

• cl-MCP (⭐28) - MCP for Common Lisp.
  • provides a newline‑delimited JSON‑RPC 2.0 transport over stdio or TCP, a small protocol layer (initialize, ping, tools/list, tools/call), and a REPL tool that evaluates forms and returns the last value.

Expert Systems

• WouldWork (⭐0) - solve classical planning and constraint satisfaction problems without extensive programming experience. BSD_3Clause.

To third parties

• coalton-zmq (⭐0) - ZeroMQ interface for Coalton.
  • "It's complete enough to be useful for building apps that use ZeroMQ". Many of the official ZeroMQ examples (⭐0) are implemented.

Changing the syntax

• Moonli - a Julia/Python-ish syntax layer that transpiles to Common Lisp.
  • experimental. New as of 2025.

Reactive programming

• NEW (2025) · live-cells (⭐3) - A reactive programming library for Lisp. BSD_3Clause.

HTTP Servers / Hunchentoot plugins

• hunchentoot-recycling-taskmaster (⭐4) - a taskmaster implementation for Hunchentoot, aiming to improve connection establishment efficiency through thread-pooling and flexible thread count adjustment. BSD_2Clause.

29. Awesome Langchain

Tools / Services

• Tenuo (⭐2): Capability-based authorization for AI agents. Task-scoped tokens with offline verification, proof-of-possession binding, and native LangChain/LangGraph integration.

30. Awesome Cli Apps

Entertainment / Music

• spotatui (⭐151) - Spotify client.

Utilities / macOS

• anvil (⭐97) - Config management and app installations.

31. Awesome Gdpr

Privacy by Design - Guides for developers (art. 25)

• dstack (⭐410) - Open-source confidential computing framework enabling privacy by design through hardware-enforced isolation for GDPR-compliant data processing.

32. Awesome Rust

Applications / Audio and Music

• LargeModGames/spotatui (⭐151) [spotatui] - A Spotify terminal client with native streaming, synced lyrics, and real-time audio visualization

Development tools / Static analysis

• cargo-coupling (⭐56) - A Rust coupling analysis tool using Vlad Khononov's "Balancing Coupling in Software Design" framework

Libraries / Artificial Intelligence

• Cortex Memory (⭐58) - A complete solution for agent memory, from extraction and vector search to automated optimization, and insights dashboard out-of-the-box.

33. Awesome Mqtt

Community Resources

• Google Groups: MQTT

• A list of public brokers

Blogs

• HiveMQ

• EMQ

• Amazon AWS IoT Blog

Brokers

• ActiveMQ - A fast Java multiprotocol messaging and Integration Patterns server.

• hbmqtt Broker (⭐819) - Python MQTT broker using asyncio.

• Mosca - Node.js MQTT broker, which can be used Standalone or Embedded in another Node.js application.

• Mosquitto - "The" Open Source MQTT Broker.

• RobustMQ - Multi-protocol brokers written in Rust.

• Vert.x MQTT Server (⭐205) - Vert.x component to handle connections, communication and messages exchange with remote MQTT clients.

Cloud

• AWS IoT Core - Managed cloud broker service supporting MQTT, MQTT over WSS, HTTPS and LoRaWAN.

• CloudAMQP - Hosted AMQP brokers with MQTT support.

Tools

• mqtt-spy - Java based MQTT frontend. Supports scripting.

• VSMQTT (⭐17) - Simple MQTT client integrated in Visual Studio Code.

Multi-Platform

• Paho - Open source client implementations for C,C++, Java, Python, JavaScript, GoLang, C#, Rust, Android and Embedded (Arduino/mbed).

• mosquitto-clients - mosquitto_pub and mosquitto_sub CLI clients for most operating systems and libmosquitto for integration.

Python

• hbmqtt Client (⭐819) - Python MQTT client using asyncio.

JavaScript

• Vert.x Client (⭐205) - Vert.x component that provides methods for connecting/disconnecting to a broker, publishing messages and subscribing to topics.

Ballerina

• ballerina-mqtt (⭐105) - Ballerina MQTT client based on paho-mqtt.

DotNET

• HiveMQtt (⭐85) - MQTT 5.0 compliant secure client with automatic back pressure management and TCP & WebSocket transport support.

Delphi

• delphi-mqtt (⭐161) - MQTT server and client components.

GoLang

• go-mqtt (⭐8) - MQTT client.

• MQTT for Go (⭐827) - MQTT Clients, Servers and Load Testers in Go.

Lua

• mqtt_lua - MQTT Client library for the Lua language.

Operating System / Firmwares for ESP based Devices

• updates2mqtt - Check for Docker image updates and publish to MQTT, in structure to support Home Assistant's automated Updates and Discovery.

Monitoring / Firmwares for ESP based Devices

• mqttwarn - Route and transform MQTT notifications, with 70+ built-in adapters for databases, messaging and other notification sinks.

• snmp2mqtt - Python based SNMP v2 and v3 bridge to MQTT, active project in late 2025.

Smart Home Hardware Interfaces / Firmwares for ESP based Devices

• airrohr2mqtt - Air quality monitoring integration.

• coe2mqtt - Bi-directional CAN Bus to MQTT.

• fronius2mqtt - MQTT integration for Fronius SolarAPI.

Smart Home Integration Software / Firmwares for ESP based Devices

• Home Assistant - Home Automation system with native MQTT support, and the world's largest non-commercial Open Source project.

• FHEM - Includes a MQTT module since V5.6.

• knx2mqtt - Telegram bi-directional integration as alternative to HomeAssistant's built-in support.

Misc / Firmwares for ESP based Devices

• mqtt-tasker (⭐1) - Android Tasker mqtt plugin.

Security, Encryption / Firmwares for ESP based Devices

• Let's Encrypt Mosquitto Docker Container - Easier TLS certificate management for brokers.

• mqttsa (⭐51) - Broker mis-configuration detection for cyber protection.

34. Awesome Vue

Components & Libraries / UI Utilities

• @nabaraj/vue-pagination (⭐0) - A lightweight Vue 3 pagination component with TypeScript types and customizable slots.

35. Awesome Pascal

Game dev

• ImGui-Pascal (⭐70). [Delphi] [FPC] ImGui-Pascal is ImGui (⭐70k) binding (crossplatform GUI lib) with the latest version & docking. Support Windows, Linux, OSX.

Cloud & remote services

• delphi-aws-ses (⭐33). [Delphi] Amazon Simple Email Service (AWS SES) library for Delphi applications.

• delphi-slackbot (⭐27). [Delphi] Delphi library to send messages on Slack using slackbot.

• SDriver (⭐64). [Delphi] Delphi wrapper for Slack API.

• TelegaPi (⭐42). [Delphi] Library for working with Telegram messenger Bot API in Delphi.

• fp-telegram (⭐89). [FPC] Library for working with Telegram bots API in FreePascal/Lazarus.

• delphiXero (⭐16). [Delphi] XERO cloud accounting API for Delphi.

• Google API for Delphi (⭐139). [Delphi] Google API for Delphi

• VK API (⭐33). [Delphi] Library for working with Vkontakte (Russian social network) API in Delphi. Full API (with Bot samples).

• AWS SDK for Dephi (⭐141). [Delphi] Unofficial AWS (Amazon Web Services) SDK for Delphi.

• Ntfy for Delphi (⭐78). [Delphi] Friendly library to push instant notifications using ntfy.sh servers in Delphi

• DelphiOpenAI (⭐299). [Delphi] OpenAI GPT-3 API for Delphi

• IPInfo API (⭐14). [Delphi] Wrapper for IP Info API service

• TGBot Mini API (⭐39). [Delphi] Fast and simple API for creating a Telegram bot

• ImgBB API (⭐5). [Delphi] ImgBB.com API Wrapper

• OWM API (⭐4). [Delphi] OpenWeatherMap.com API Wrapper

Scripting

• Thorium (⭐10). [Delphi] [FPC] Powerful embedded scripting language written in FreePascal. It features a pluggable compiler and typing system, and ships with easy and fast import of host classes using RTTI. It also allows to call host methods and functions without the need for wrapper functions, thus saving the developer (that is you) the time to write these.

• JvInterpreter (part of Project JEDI VCL) (⭐655). [Delphi] [FPC] Pascal script interpreter

Machine Learning

• Ascension (⭐28). [Delphi] [FPC] A research programme aimed at the development of a general-purpose global optimization framework. Its core components are intelligent algorithms called metaheuristics, which are applicable to a wide variety of optimization problems.

• sherpa-onnx (⭐9.5k). [Delphi] [FPC] Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, RK NPU, Ascend NPU, x86_64 servers, websocket server/client, support 12 programming languages

Math

• LMath [FPC] Provides routines and demo programs for numerical analysis, including mathematical functions, probabilities, matrices, optimization, linear and nonlinear equations, integration, Fast Fourier Transform, random numbers, curve fitting, statistics and graphics. It is entirely written in Pascal and does not depend on external libraries.

OS

• GLibWMI (⭐44). [Delphi] Component Library for Delphi that encapsulate the classes for access to WMI of Windows in a set of VCL. BiosInfo, PrinterInfo, DiskInfo, etc. Allow access WMI Classes: WIN32_Bios, WIN32_Printers, WIN32_DiskDrive.

RAD Studio IDE plugins/wizards

• C4D-Validate-Components (⭐15). [Delphi] Utility for automatic validation of Delphi forms. Excellent to be used for both new projects and legacy products. Facilitating form field validations and reducing code complexity. It can be used for both DBWare and non-DBWare components.

Other

• OpenAPI Client Generator (⭐89). [Delphi] Generate Delphi client SDKs for any REST API defined with the OpenAPI specification. This generator can read an OpenAPI document (from local file or URL) of a REST API and generate Delphi classes that you can use to invoke such REST API endpoints in a friendly way. // Open source but requires commercial TMS BIZ library for build (trial version will do as well). Binaries are available

36. Awesome Data Engineering

Testing / Data Profiler

• daffy (⭐25) - Decorator-first DataFrame contracts/validation (columns/dtypes/constraints) at function boundaries. Supports Pandas/Polars/PyArrow/Modin.

37. Awesome Cpp

Frameworks

• sfl library (⭐144) - a header-only C++11 library that provides several new or lesser-known containers, some of which can be used in C++20 constant expressions. [zlib]

Networking

• CZMQ (⭐1.3k) - High-level C binding for ØMQ. [MPL2] website

• Zyre (⭐933) - Local Area Clustering for Peer-to-Peer Applications. [MPL2]

Scripting

• MicroQuickJS (⭐4.7k) - MicroQuickJS (aka. MQuickJS) is a JavaScript engine targeted at embedded systems. [MIT]

38. Awesome Software Patreons

Open Source Projects

• Wireshark - Helping as many people as possible understand their networks as much as possible.

39. Static Analysis

Multiple languages / Other

• Rev-dep (⭐35) — Dependency analysis and optimization toolkit for modern JavaScript and TypeScript projects. Trace imports, identify circular dependencies, find unused code, clean node modules.

Programming Languages / Other

• gocyclo (⭐1.5k) — Calculate cyclomatic complexities of functions in Go source code.

40. Awesome Digital History

Archives and primary sources / Switzerland

• swissnatcoll - Swiss Natural History Collections portal providing open access to specimen data from natural history collections preserved in Switzerland.

41. Awesome Neovim

Plugin Manager

• OriginCoderPulse/synapse.nvim (⭐4) - A modern, lightweight plugin manager with beautiful UI, intelligent dependency management, tag/branch support, and post-install command execution.

AI / Diagnostics

• nishu-murmu/cursor-inline (⭐2) - Cursor-style inline AI editing. Select code, describe the change, and get an inline, highlighted edit you can accept or reject—similar to Cursor inline workflow.

Colorscheme / Assembly

• m15a/nvim-srcerite - [TS][Lua] A colorscheme inspired by Srcery, based on nvim-highlite.

• dybdeskarphet/gruvbox-minimal.nvim (⭐6) - [TS][L/D][Lua] A Gruvbox Material theme conceptually inspired by Alabaster.

Note Taking / Cursorline

• stikypiston/studytools.nvim (⭐3) - Various utilities to enhance the studying and note-taking experience.

Utility / Cursorline

• stikypiston/cheaty.nvim (⭐5) - A simple, configurable cheatsheet.

Motion / Tree-sitter Based

• subev/sibling-jump.nvim (⭐5) - Context-aware navigation between sibling Tree-sitter nodes.

42. Awesome Django

Third-Party Packages / Full-stack frameworks

• Django LiveView (⭐138) - Framework for creating dynamic, reactive interfaces server-side with Django templates. Real-time updates via WebSocket with decorator-based handlers.

• Next: Dec 29 - Jan 04, 2025