Awesome List Updates on Mar 02 - Mar 08, 2026

61 awesome lists updated this week.

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1. Awesome Go

Databases / NoSQL Database Drivers

• Kamva/mgm (⭐764) — Mongo Go Models (mgm) is a fast and simple MongoDB ODM for Go (based on official Mongo Go Driver) ☆764

2. Awesome Ci

• Name: gitlab-ci-local (⭐3.7k)

  Description: Run your GitLab CI/CD pipelines locally instead of pushing to test your .gitlab-ci.yml

  Features: Docker and shell executor, variable expansion, includes, caching, artifacts, services, parallel jobs

  Supported repositories: GitLab

  Documentation: Documentation (⭐3.7k)

  Price: Open Source (⭐3.7k) (MIT)

  Stars:

3. Awesome Cl

YAML

• yamson (⭐4) - Fast YAML and JSON parsers for Common Lisp (not yet emitters). Apache2.0.

4. Awesome Go

Artificial Intelligence

• langgraphgo (⭐203) - A Go library for building stateful, multi-actor applications with LLMs, built on the concept of LangGraph，with a lot of builtin Agent architectures.

Authentication and Authorization

• authgate (⭐26) - A lightweight OAuth 2.0 Authorization Server supporting Device Authorization Grant (RFC 8628), Authorization Code Flow with PKCE (RFC 6749 + RFC 7636), and Client Credentials Grant for machine-to-machine authentication.

• go-jwt (⭐1) - A JWT (JSON Web Token) library for Go.

Bot Building

• TG (⭐45) - Telegram Bot Framework for Go.

Miscellaneous Data Structures and Algorithms

• FSM (⭐17) - FSM for Go.

Date and Time

• go-date-fns (⭐3) - A comprehensive date utility library for Go, inspired by date-fns, with 140+ pure and immutable functions.

Functional

• g (⭐49) - Functional programming framework for Go.

Logging

• caarlos0/log (⭐61) - Colorful CLI logger.

Machine Learning

• born (⭐44) - Deep learning framework inspired by Burn (Rust), with autograd, type-safe tensors, and zero-CGO GPU acceleration.

Networking

• cdns (⭐3) - Change DNS servers effortlessly via terminal.

Performance

• otelinji (⭐26) - OpenTelemetry auto-instrumentation tool for adding spans to functions.

Science and Data Analysis

• hdf5 (⭐21) - Pure Go implementation of the HDF5 file format for scientific data storage and exchange.

• insyra (⭐51) - Data analysis library with statistics, visualization, Parquet support, and Python integration.

• matlab (⭐8) - Pure Go library for reading and writing MATLAB .mat files (v5-v7.3) without CGO.

• MatProInterface.go (⭐2) - MatProInterface.go is an open source package for defining mathematical programs (e.g., convex optimization problems) in Go.

Testing Frameworks

• should (⭐36) - Testing library with zero dependencies, detailed struct diffs and human-readable error messages.

Regular Expressions

• coregex (⭐125) - Production regex engine with Rust regex-crate architecture: multi-engine DFA/NFA, SIMD prefilters, drop-in stdlib replacement.

Go Tools / Libraries for creating HTTP middlewares

• lensm (⭐3.6k) - Go assembly and source viewer.

DevOps Tools / Libraries for creating HTTP middlewares

• colima (⭐27k) - Container runtimes on macOS (and Linux) with minimal setup.

• kubefwd (⭐4.1k) - Bulk Kubernetes port forwarding with unique IPs per service for local development.

Other Software / Libraries for creating HTTP middlewares

• Backrest (⭐5.5k) - Web-based UI and orchestrator for restic backup.

5. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐385) (⭐385) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐969) (⭐969) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Documentation

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

• Zudoku (⭐460) (⭐460) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Gloo Edge (⭐151) (⭐151) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

Projects / Business Rules Engine

• OpenL Tablets (⭐190) (⭐190) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

• ZEN Engine (⭐1.6k) (⭐1.6k) - 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 (⭐884) (⭐884) - 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 / Integration Frameworks

• Frank!Framework (⭐157) (⭐157) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• Centrifugo (⭐10k) (⭐10k) - Scalable real-time messaging server that minimizes delay in delivering events to online users.

• LavinMQ (⭐867) (⭐867) - 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 (⭐176k) (⭐177k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Flowable (⭐9.1k) (⭐9.1k) - Compact, efficient set of open-source engines for automating and scaling enterprise workflows.

Resources / API Specification

• AsyncAPI (⭐5.1k) (⭐5.1k) - An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

Resources / Data Formats

• YAML (⭐453) (⭐453) - 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.

Resources / Protocols

• OpenMessaging (⭐287) (⭐287) - A cloud native, vendor-neutral open specification for distributed messaging.

6. Awesome Rtc

Server Software / Media Servers

• LiveKit - Open-source WebRTC infrastructure for building scalable real-time audio and video applications.

7. Awesome Bioinformatics

Command Line Utilities

• grepq (⭐58) - Fast FASTQ filtering by matching reads against one or more regex patterns.

Sequence Alignment / Pairwise

• BWA-FastAlign (⭐18) - BWA-MEM drop-in replacement: 2-3x faster, 2-5x cheaper, 100% identical output on standard CPUs. [ paper-2026 ]

Variant Prediction/Annotation / Structural variant callers

• ANNOVAR - An annotation tool for genetic variants, predicting effects on genes, transcripts, and regulatory elements, which allows for custom database integration. [ paper-2010 | web ]

8. Urban and Regional Planning Resources

Planning Data Specifications / Transportation

• GATIS - A data specification for active transportation infrastructure that is supported by the National Collaboration on Bicycle, Pedestrian, and Accessibility Infrastructure Data (NC-BPAID).

9. Awesome Cli Apps

Other Resources / Emoji

• awesome-cli-apps-in-a-csv (⭐2.3k) - Extensive list of cli apps.

10. Awesome Yew

Projects

• Google Wasefire (⭐153) - Secure firmware framework focusing on developer experience.

• Apache Iggy (⭐3.8k) - Apache Iggy: Hyper-Efficient Message Streaming at Laser Speed.

11. Awesome Ada

Build and Package / Apache License

• tada (⭐17) - An opinionated package management tool for Ada.

Linux and POSIX / Apache License

• florist (⭐8) - POSIX Ada binding, IEEE Standards 1003.5(b,c).

• florist-blady (⭐7) - A fork of Florist which is available as an Alire crate.

12. Awesome Pascal

Graphic

• KIcon (⭐67). [Delphi] [FPC] This component makes sense if a more complex manipulation with icons (or better icon files *.ico) than just viewing is needed. Full PNG icon image support, correct rendering, icons with alpha channel.

Control packs

• KControls (⭐67). [Delphi] [FPC] Control components. All controls have been written with the aim to become both cross-IDE compatible (Delphi/C++Builder VCL and Lazarus LCL) and cross-platform compatible in Lazarus. // Most useful are TKGrid with its DB-aware heritage TKDBGrid — a very full-featured grid implementation incl. inplace editors. There's also hex editor, print preview, editors, labels, buttons etc.

Math

• mrMath (⭐103). [Delphi] [FPC] High-performance, multithreaded matrix and linear algebra library featuring hand-optimized assembler routines for SSE, AVX, AVX2 and FMA. Provides core decompositions (SVD, LU, QR, Hessian, Cholesky), optimized eigenvalue solvers for symmetric matrices, and advanced algorithms such as PCA, CCA, non-negative matrix factorization, SSA, wavelet transforms, RBF splines, t-SNE, and linear/non-linear least-squares fitting. Supports Windows and Linux on both 32-bit and 64-bit platforms.

Other non-visual

• ACBr (Commercial Automation Brazil) (GitHub mirror (⭐73), Organization page in GitHub. [Delphi] [FPC] Set of components and libraries for Delphi and Lazarus, designed to simplify the development of commercial automation systems in Brazil. It is widely used by developers who need to integrate their software with fiscal obligations and automation equipment

13. Awesome Bitcoin

Utilities

• Chartscout - Real-time BTC chart pattern detection and trading alerts across multiple exchanges.

• Mining visualization

• Bitcoin Serverless Donations (⭐4) - Self-custodial serverless donation widget with address rotation derived from an XPUB.

Blockchain API and Web services

• Bitview - An open source Bitcoin Core data extractor and visualizer (aka FOSS Glassnode)

Market Data API

• CoinMetrics.io JSON REST API (free as well as paid) with access to market data. Also CSV data file download available.

Wallets API

• BitGo

Open Source Wallets

• Blue Wallet

• Wasabi Wallet

C++ Libraries

• Libbitcoin

Additional Resources

• Bennet.org - Interactive technical guides for bitcoiners.

14. Static Analysis

Programming Languages / Other

• lint ⚠️ — An opinionated, community-driven set of lint rules for Dart and Flutter projects. Like pedantic but stricter

Multiple languages / Other

• oclint — A static source code analysis tool to improve quality and reduce defects for C, C++ and Objective-C.

• Teamscale ©️ — Static and dynamic analysis tool supporting more than 25 languages and direct IDE integration. Free hosting for Open Source projects available on request. Free academic licenses available.

Other / Other

• ansible-lint — Checks playbooks for practices and behaviour that could potentially be improved.

15. Awesome Ai

AI Coding Agents / Claude Code

• ruvnet/ruflo (⭐17k) — Agent orchestration for Claude ☆16,601

• dtormoen/tsk-tsk (⭐140) — Keeping your agents out of trouble with sandboxed coding agent automation ☆142

16. Awesome Dotnet Core

Community / Workflow

• awesome-copilot (⭐23k)

17. Awesome Acg

Uncategorized

• AIRI (⭐18k) - A soul container of AI waifu / virtual characters to bring them into our world. [English/中文/日本語]

18. GoBooks

Advanced Books / Beyond Effective Go: Part 1 - Achieving High-Performance Code

• Take a deep dive into Go's concurrency primitives and be able to apply them expertly but also avoid many of their gotchas.

• Be able to diagnose concurrency and performance issues using Go's profiler, execution tracing, and benchmarking tools.

19. Awesome Keycloak

Articles

• Keycloak User Federation with LDAP and Active Directory

Community Extensions

• Keycloak Cookieless IDP Extension (⭐1)

20. Awesome Veganism

Restaurants

• Bavel, Netherlands
  • Vannu - Fancy plantbased dining with locally sourced ingredients. They serve accompanying homemade juices as well.

Organizations and Activism

• Animal Equality - International organization documenting conditions in factory farms and running corporate campaigns to end animal exploitation

• Mercy For Animals - Leading farmed animal protection organization using investigations, corporate engagement, and public education

• The Humane League - Ending the abuse of animals raised for food through institutional and individual change campaigns

• Veganuary - Global campaign inspiring people to try vegan each January, with resources and recipes year-round

• Vegan Outreach - Grassroots advocacy reaching millions through outreach programs and the Vegan Mentor program

Documentaries

• Dominion - Feature-length documentary exposing standard practices in animal agriculture through drone footage and hidden cameras

• Cowspiracy - Groundbreaking environmental documentary exploring the impact of animal agriculture on the planet

• The Game Changers - Documentary following elite athletes and scientists exploring optimal nutrition through plant-based eating

• Earthlings - Comprehensive documentary about humanity's dependence on animals for economic purposes

Apps and Tools

• HappyCow - Find vegan and vegetarian restaurants worldwide with community reviews and photos

• abillion - Review plant-based products and restaurants while donating to animal welfare organizations with every review

• Is It Vegan (⭐486) - Open source library and tool to check if a food ingredient or product is vegan

21. Awesome Games of Coding

Language Independent

• Artifacts MMO - Artifacts is a Sandbox MMORPG where you can use any programming language to control your characters with our API.

JavaScript

• Programming Game - A realtime survival MMORPG played via websockets. There's a super simple in browser demo that showcases how to play.

• AdventureLand - Adventure Land is an experimental Indie MMORPG. Anyone can code up to 4 characters, let JavaScript do the grinding while you do something productive!

22. Awesome Wpo

Books

• Performance Engineering in Practice - Den Odell

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

Python / Constraint Logic Programming (extended Prolog)

• Learn Python With Jupyter - Serena Bonaretti (PDF)

24. Awesome Terraform

Providers / Vendor supported providers

• terraform-provider-phare (⭐4) - Terraform provider for Phare.

Tools / Community providers

• terradozer (⭐1) - Terraform destroy without configuration files.

25. Awesome Build123d

Quick Start

• jdegenstein/build123d-portable (⭐3) - A cross-platform portable build123d installation with bundled VSCode, OCP CAD Viewer, and python bundled together. Provides a quick download, unzip, and run experience -- releases page (⭐3).

• jojain/build123d-sandbox (⭐14) - Interactive CAD Design in the Browser - A powerful web-based sandbox for creating 3D models using Python and build123d, powered by pyodide and WebAssembly. Runs fully in your browser. Visit the live application here.

Editors and IDEs

• bernhard-42/Jupyter-CadQuery (⭐392) - View build123d objects in JupyterLab or in a standalone viewer for any IDE.

• bernhard-42/vscode-ocp-cad-viewer (⭐280) - OCP VSCode CAD Viewer for OCP based Code-CAD (CadQuery, build123d) integrated into VS Code.

• yeicor-3d/yet-another-cad-viewer (⭐102) - A web-based CAD viewer for OCP models (CadQuery/build123d) that supports static site deployment. It also has a build123d playground for editing and sharing models directly in the browser (demo)

Part Libraries and Part Generators

• Ruudjhuu/gridfinity_build123d (⭐79) - Create gridfinity items with build123d

26. Awesome Azure Openai Llm

1. App & Agent

• Agent Protocols
  • MCP
  • A2A
  • Computer use

• Coding & Research
  • Coding
  • Skill
  • Domain-Specific Agents
  • Deep Research

3. Research & Survey

• Challenges
  • Context Constraints
  • Trustworthy, Safe and Secure LLM
  • Large Language Model's Abilities
  • Reasoning

• Survey & Build
  • Survey on Large Language Models
  • Additional Topics: A Survey of LLMs
  • LLM Research (Ranked by cite count ≥150)
  • Build an LLMs from Scratch
  • Business Use Cases

5. Best Practices

• RAG
  • The Problem with RAG
  • RAG Solution Design
  • RAG Research
  • RAG Research (Ranked by cite count >=100)

• Agent
  • Agent Design Patterns
  • Agent Research
  • Agent Research (Ranked by cite count >=100)
  • Reflection, Tool Use, Planning and Multi-agent collaboration
  • Tool Use: LLM to Master APIs

27. Awesome Claude Code

Hooks 🪝 / General

• Dippy (⭐16) by Lily Dayton - Auto-approve safe bash commands using AST-based parsing, while prompting for destructive operations. Solves permission fatigue without disabling safety. Supports Claude Code, Gemini CLI, and Cursor.

Tooling 🧰 / Orchestrators

• sudocode (⭐197) by ssh-randy - Lightweight agent orchestration dev tool that lives in your repo. Integrates with various specification frameworks. It's giving Jira.

Alternative Clients 📱 / General

• claude-tmux (⭐29) by Niels Groeneveld - Manage Claude Code within tmux. A tmux popup of all your Claude Code instances, enabling quick switching, status monitoring, session lifecycle management, with git worktree and pull request support.

• claude-esp (⭐3) by phiat - Go-based TUI that streams Claude Code's hidden output (thinking, tool calls, subagents) to a separate terminal. Watch multiple sessions simultaneously, filter by content type, and track background tasks. Ideal for debugging or understanding what Claude is doing under the hood without interrupting your main session.

28. Awesome Osint

Speciality Search Engines

• BGP.he.net - Free BGP and network intelligence toolkit

• ONYPHE - OSINT engine indexing exposed assets and services across the internet.

Document and Slides Search

• Epstein Exposed - Comprehensive searchable database of 2M+ DOJ Epstein case documents, 1,700+ persons, flight logs, emails, and network graph visualization.

Username Check / GitHub

• Trace - Real-time OSINT platform to search usernames, emails, phone numbers, and full names across 600+ platforms with breach detection and AI risk scoring.

Image Search / GitHub

• Lenso.ai - Reverse image search tool with facial recognition, created for finding people, similar images, copies of photos, identical places and more.

Other Resources / GitHub

• Aware-online.com - Curated collection of OSINT tools and methodologies for investigations.

29. Awesome Flame

App Releases / Puzzle Games

• Bumble Maze - Android, iOS - A cozy puzzle adventure through procedurally generated garden mazes. By LJ Digital

• Pixelado - A Pixel art focused match-3 puzzle game for Android and iOS. By CherryBit Studios

30. Magictools

Engines and Frameworks / Voxel Editors

• 🎉 vectarine (⭐112) - Vectarine is a cross-platform game engine focusing on fast prototyping and having fun. Write games using Luau and extend the engine with Rust modules.

31. Awesome Mysql

Development

• dbsafe (⭐9) - Pre-execution safety analysis for MySQL DDL/DML operations

32. Awesome Workflow Automation

What is Workflow Automation?

• Classic iPaaS — Connect SaaS apps with triggers and actions (Zapier, Make)

• AI-augmented automation — Workflows with LLM steps that reason and adapt (n8n AI agents, Make AI Grid)

• Agentic AI platforms — Autonomous agents with memory, planning, and tool use (OpenClaw, Lindy)

• Multi-agent systems — Teams of specialized AI agents collaborating (CrewAI, AutoGen)

• Browser automation agents — AI that navigates the web like a human (Browser-Use, Skyvern)

• AI coding agents — Autonomous software engineers (Claude Code, Devin, Cursor)

• MCP ecosystem — Standardized protocol for connecting AI to any tool or data source

• 85% of enterprises plan to adopt AI agents (McKinsey 2025)

• AI agent market reached $7.6B in 2025, projected at 49.6% annual growth through 2033

• 85%+ of developers now regularly use AI coding tools

🔗 Classic Automation & iPaaS

• Zapier — Review — The most widely used automation platform. 8,000+ app integrations, AI Copilot, AI Agents, MCP support, and Chatbots. Trusted by 3M+ businesses.

• Make — Review — Powerful visual canvas for building multi-step automations with branching logic and conditional flows. AI Grid for agent orchestration.

• n8n — Review — Open-source (fair-code) automation platform for developers and teams. 400+ integrations, native AI agent nodes, LLM support, self-hostable. 176K+ GitHub stars.

• ActivePieces — Review — Open-source Zapier alternative. 492+ integrations, AI SDK for custom agents, visual builder, MCP server support, TypeScript-extensible.

• Automatisch — Review — Open-source self-hosted Zapier alternative.

• Huginn (⭐49k) — Review — Self-hosted agents that monitor the web and automate tasks on your own server.

• IFTTT — Review — Simple automation for web services, IoT, and smart devices. 1,000+ integrations.

• Pipedream — Review — Developer-first automation. 2,800+ integrations, MCP server with 10,000+ tools, AI agent builder with natural language support.

• Workato — Review — Intelligent enterprise automation. Recipes, real-time sync, AI suggestions, on-prem agent, low-code + custom code.

• Tray.io — Review — Enterprise-grade low-code automation builder with AI orchestration.

• Automate.io — Review — Integrate apps and automate business workflows.

• Albato — No-code automation platform for connecting apps without technical expertise.

• Node-RED — Low-code event-driven programming for IoT and workflow automation. Open-source, browser-based flow editor.

• Parabola — Review — No-code automation for data workflows — pull, transform, and send data without code.

• Tallyfy — Review — Automate workflows, approvals, and SOPs for teams.

• Kissflow — Low-code platform with AI natural language workflow creation and predictive workflow optimization.

☁️ Hosted / No-Code Agent Builders / 🦞 Awesome OpenClaw Resources

• Lindy — Deploy AI agents for sales, ops, recruiting, and email. Goal-based configuration rather than trigger-action rules. HubSpot, Gmail, Slack, Notion integrations.

• Gumloop — Visual AI-first canvas. Nodes + subflows + templates for common AI automations. 1,000 free credits on signup.

• Relay.app — Approvals, human-in-the-loop flows, and a clean UI. Used by teams at Cursor, Ramp, and Motion.

• Wordware — Natural language agent builder. Teams build and share agents without code.

• Relevance AI — No-code multi-agent platform. Build, collaborate on, and deploy agent workforces.

• Stack AI — Visual builder → internal app or API. Templates for support, sales, policy Q&A. Enterprise governance with role-based access and audit history.

• Agentforce (Salesforce) — Salesforce's agentic AI platform. Deploy AI agents directly inside Slack as virtual teammates.

🧠 AI-Powered Automation Platforms

• Latenode — Build AI Agents and Integrate with Apps & APIs. 300+ integrations, JavaScript support, visual builder, messenger automation (WhatsApp, Telegram, LinkedIn).

• Taskade — Review — AI-powered workflow automation with custom agents, real-time collaboration, and project management.

• Dify — Open-source LLM app development platform. Visual drag-and-drop workflow builder, RAG pipeline, knowledge base, multi-trigger support. 58,000+ GitHub stars.

• Voiceflow — Build, test, and deploy conversational AI agents and voice workflows for any channel.

• Automateo — Create LLM-based workflows that produce consistent, structured AI outputs.

• Dreamlit AI — AI email agent that turns database events into automated email workflows.

• Sintra AI — A team of specialized AI helpers for marketing, customer support, sales, recruiting, and data analysis.

• Agent Builder — Review — Build your own custom AI assistants with OpenAI's no-code Agent Builder.

🏠 Self-Hosted & Local AI Agents

• OpenClaw (⭐228k) ⭐ — Your own personal AI assistant. Runs locally on any OS. Connects to WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Microsoft Teams, Matrix, and more. Uses natural language — no predefined workflows needed. Features browser control, cron jobs, voice via ElevenLabs, multi-agent routing, Canvas workspace, and a public skill registry (ClawHub (⭐20k)) with 5,700+ community skills. Privacy-first. MIT license.

• Openwork (⭐8.9k) — MIT-licensed open alternative to Anthropic's Cowork with multi-LLM support for browser automation.

🏠 Self-Hosted & Local AI Agents / 🦞 Awesome OpenClaw Resources

• Awesome OpenClaw Skills (⭐20k) — Community registry of 5,700+ skills for OpenClaw

• OpenClaw Workflow Guide — Practical workflows: GitHub PR automation, WhatsApp AI digest, cron jobs

• Self-Hosted OpenClaw Setup — Full deployment walkthrough

• OpenClaw vs n8n & ChatGPT — How it compares to other tools

🏢 Enterprise AI Automation / 🦞 Awesome OpenClaw Resources

• UiPath — Leading enterprise RPA + AI platform. Combines bots, AI, and process mining at scale.

• Automation Anywhere — Enterprise intelligent automation. AI agents + bots for large-scale operations.

• ServiceNow — Enterprise service workflows with agentic AI for HR, IT, and customer support.

• Microsoft Power Automate — Review — Enterprise automation within the Microsoft 365 ecosystem. AI Builder, cloud flows, and desktop flows.

• IBM watsonx.ai — Enterprise AI platform for building and deploying agents adapted to org-specific data.

• Appian — Low-code process automation for enterprise workflows.

Multi-Agent Orchestration / 🦞 Awesome OpenClaw Resources

• CrewAI (⭐44k) ⭐ 32K+ stars — Role-based multi-agent framework. Agents collaborate like a team, each with a defined role. Minimal setup, works without LangChain. Popular for customer service and marketing automation.

• LangChain (⭐127k) ⭐ 90K+ stars — The foundational LLM framework. Tools, memory, retrieval, agents, chains. Vast ecosystem and wide adoption.

• LangGraph (⭐25k) ⭐ 10K+ stars — Graph-based stateful multi-agent orchestration from LangChain. Build cyclical, precise agent workflows with full control over state.

• AutoGen (Microsoft) (⭐55k) ⭐ 35K+ stars — Conversational multi-agent framework. Agents collaborate, iterate, and execute with minimal human input. Popular in academic and training environments.

• OpenAI Agents SDK (⭐19k) ⭐ 11K+ stars — Lightweight Python SDK for multi-agent workflows. Provider-agnostic (100+ LLMs), built-in tracing and guardrails. Released March 2025.

• Google ADK — Google's Agent Development Kit. Modular framework integrating with Gemini and Vertex AI. Released April 2025.

• Mastra — TypeScript-native agent framework. Workflows, memory, RAG, and integrations built for JavaScript teams.

• SmolAgents (Hugging Face) (⭐26k) ⭐ 10K+ stars — Minimal Python library for powerful agents. Uses code execution as the primary agent action rather than JSON tool calls.

• PydanticAI ⭐ 7K+ stars — Agent framework built on Pydantic. Type-safe, structured LLM outputs and actions. Natural fit for FastAPI developers.

• Semantic Kernel (Microsoft) (⭐27k) ⭐ 22K+ stars — SDK for integrating LLMs into .NET, Python, and Java applications. Enterprise-ready agentic workflows.

• Swarms (⭐5.8k) ⭐ 4K+ stars — Framework for orchestrating large swarms of AI agents for enterprise automation at scale.

• SuperAGI (⭐17k) ⭐ 15K+ stars — Open-source autonomous AI agent framework with GUI, performance telemetry, and a tools marketplace.

• MetaGPT (⭐64k) ⭐ 44K+ stars — Multi-agent software company simulation. Assigns product manager, engineer, and QA roles to automate entire development workflows from a single natural language requirement.

LLM App & RAG Builders / 🦞 Awesome OpenClaw Resources

• Dify (⭐130k) ⭐ 58K+ stars — Open-source LLM app platform. Workflow builder, RAG, knowledge base management, code nodes, agent mode. Enterprise edition with SOC2 compliance.

• Langflow (⭐145k) ⭐ 42K+ stars — Visual builder for LLM apps and MCP servers. Python-based, 100+ integrations, strong RAG pipeline support. Backed by DataStax.

• Flowise (⭐49k) ⭐ 30K+ stars — Drag-and-drop LLM flow builder using LangChain. Chatflow, Agentflow, and Assistant builders. 100+ model and vector DB integrations.

• LlamaIndex (⭐47k) ⭐ 36K+ stars — Data framework for LLM apps. Best-in-class RAG pipelines, retrieval, and observability/evals.

• Haystack (deepset) (⭐24k) ⭐ 18K+ stars — Python LLM framework for production RAG and agent pipelines. Maximum developer control.

• Botpress ⭐ 12K+ stars — Open-source chatbot and conversational AI platform. Multi-channel deployment and no-code flow builder.

• Rasa ⭐ 18K+ stars — Enterprise open-source conversational AI. CALM architecture separates language understanding from business logic. Trusted by American Express.

• Rivet ⭐ 3K+ stars — Visual programming environment for creating and debugging AI agent pipelines with a node graph UI.

• OpenWebUI (⭐125k) ⭐ 50K+ stars — Feature-rich local web interface for LLMs (Ollama, OpenAI-compatible). Agent and workflow support.

• Sim Studio — Open-source visual builder for AI agent simulations and workflows.

Specialized Agent Libraries / 🦞 Awesome OpenClaw Resources

• Mem0 (⭐48k) — Persistent memory layer for AI agents. Remembers users, preferences, and past interactions across sessions and tools.

• Agno (Phidata) (⭐38k) — Framework for building multimodal agents with memory, knowledge, tools, and reasoning.

• Firecrawl — Web data layer for AI agents. Search the web, navigate pages, and extract structured data from any website. Used inside OpenClaw and many agent stacks.

• ZenML (⭐5.2k) — MLOps + LLMOps framework. Manages the production lifecycle of agents — the "outer loop" that LangChain and CrewAI leave unaddressed.

AI Browser Agents / 🦞 Awesome OpenClaw Resources

• Browser-Use (⭐79k) ⭐ 60K+ stars — Open-source Python library. Makes websites accessible to AI agents using a DOM + Vision hybrid approach. Works with Claude, GPT, Gemini, and local Ollama models. MIT license.

• Skyvern (⭐21k) ⭐ 10K+ stars — Vision LLM-based browser automation. Playwright-compatible SDK plus a no-code workflow builder. Best for form fills, logins, downloads, and RPA-style tasks.

• Stagehand ⭐ 5K+ stars — AI-native Playwright wrapper. Adds LLM reasoning on top of deterministic Playwright scripting. Built and maintained by Browserbase.

• Playwright MCP (⭐28k) ⭐ 10K+ stars — Microsoft's MCP server for AI-controlled browser automation. Uses the accessibility tree (Snapshot Mode) — no screenshots needed, fast and deterministic.

• Perplexity Comet — Consumer AI browser (Chromium-based). Autonomous navigation, form filling, email and calendar management, voice control. Launched July 2025.

Browser Infrastructure / 🦞 Awesome OpenClaw Resources

• Browserbase — Gold standard browser infrastructure for AI agents. Persistent sessions, stealth mode, session recordings, Playwright and Puppeteer compatible. Raised $40M Series B at $300M valuation (June 2025). Processed 50M+ sessions in 2025.

• Apify — Full web automation platform. Cloud actors, proxy management, scheduling, and an official MCP server for AI agent integration.

• Steel — Open-source browser infrastructure built specifically for AI agents.

• Hyperbrowser — AI-native browser platform combining natural language commands with Playwright reliability. YC-backed.

💻 AI Coding Agents & IDEs / 🦞 Awesome OpenClaw Resources

• Claude Code — Anthropic's agentic coding tool. Deep codebase understanding, multi-file edits, terminal integration, and MCP support. Available in VS Code, JetBrains, terminal, and browser. Consistently rated highest for complex reasoning, debugging, and architectural changes.

• Cursor — AI-native IDE (VS Code fork). The most broadly adopted AI coding tool among individual developers. Semantic codebase indexing, multi-file agent mode, and inline edits.

• GitHub Copilot — Microsoft's AI coding assistant. Agent mode, Copilot Workspace for issue-to-PR flows, and the strongest enterprise IP indemnity in the market.

• Windsurf — Agentic IDE with Cascade agent and persistent memory across sessions. Acquired by Cognition (makers of Devin) in 2025.

• Devin — The most autonomous coding agent available. Plans, codes, tests, and deploys in its own cloud sandbox with a shell, editor, and browser. Goldman Sachs uses hundreds of instances internally.

• Cline (⭐58k) — Open-source agentic coding assistant for VS Code. BYOK (bring your own key), full shell access, and MCP support.

• Aider — Open-source terminal coding agent. Git-integrated pair programming that works with any LLM. Excellent for open-source codebases.

• Amazon Q Developer — AWS-native AI coding assistant. Deep AWS integration, security scanning, and code transformation features.

• Kiro (AWS) — AWS's agentic IDE with dual spec-driven and vibe-coding modes. Differentiates through DevOps automation. Launched mid-2025.

• Trae (ByteDance) — Free VS Code-based IDE with unlimited Claude and GPT-4o access. Builder Mode for automated project generation.

• Augment Code — The first AI coding assistant to achieve ISO/IEC 42001 certification for AI management systems.

🔌 MCP (Model Context Protocol) / 🦞 Awesome OpenClaw Resources

• Nov 2024 — MCP public release by Anthropic

• Nov 2025 — MCP 2025-11-25 spec: async Tasks, OAuth 2.1, enterprise governance

• Dec 2025 — MCP donated to the Linux Foundation (AAIF), co-founded by Anthropic, Block, and OpenAI

Core MCP Resources / 🦞 Awesome OpenClaw Resources

• MCP Specification — Official protocol spec and documentation

• MCP Official Servers (⭐79k) — Reference implementations: GitHub, Google Drive, Slack, databases, browsers, and more

• MCP TypeScript SDK (⭐12k) — Official TypeScript SDK for building MCP servers and clients

• MCP Python SDK (⭐22k) — Official Python SDK

• Awesome MCP Servers (⭐82k) — Community-curated list of 500+ MCP servers

Platforms with MCP Support / 🦞 Awesome OpenClaw Resources

• Claude / Claude.ai — MCP client; connect any MCP server to Claude

• OpenClaw — MCP via the skills and tools ecosystem

• Zapier — MCP server; call Zaps from any AI agent

• n8n — MCP server support built in

• Make — MCP server option

• Cursor — MCP client

• Claude Code — MCP client; extend coding workflows with external services

• Pipedream — MCP server with 10,000+ tools

• Playwright MCP — Browser automation accessible via MCP

• Langflow — Build and deploy MCP servers visually

📊 Data Pipeline & Workflow Orchestration / 🦞 Awesome OpenClaw Resources

• Apache Airflow — Industry-standard open-source platform for authoring, scheduling, and monitoring data workflows. Python-based DAGs.

• Prefect — Modern Python workflow orchestration. Better developer experience than Airflow with strong observability.

• Temporal — Durable workflow execution platform. Handles retries, timeouts, and long-running distributed workflows reliably.

• Windmill — Open-source platform for building workflows, data pipelines, cron jobs, and scripts from code.

• Dagster — Data orchestration built around software-defined assets. Strong observability and testing support.

• Kestra — Open-source declarative workflow orchestration. YAML-based, 500+ plugins, cloud-native.

• Apache Kafka — Distributed event streaming platform. Foundation for real-time data pipelines and event-driven automation.

📋 Project Management with Automation / 🦞 Awesome OpenClaw Resources

• ClickUp — Review — All-in-one project management with powerful automations and AI features.

• Asana — Project management with a no-code AI agent builder for automating workflow stages from intake to reporting.

• Airtable — Review — Spreadsheet-database hybrid with automated workflows and AI features.

• Smartsheet — Review — Collaborative work management with automation, AI-assisted formulas, and integrations.

• Wrike — Review — Project management with customizable workflow automation and an AI work assistant.

• Notion — All-in-one workspace with AI writing assistant and workflow automation via integrations.

• Monday.com — Work OS with no-code automations, AI-powered features, and 200+ integrations.

🗺️ Visual Mapping & Diagramming / 🦞 Awesome OpenClaw Resources

• Lucidchart — Review — Visual workflow mapping, flowcharts, and diagramming. AI-assisted diagram generation.

• Miro — Collaborative online whiteboard with workflow visualization and AI features.

• draw.io — Free, open-source diagramming for workflows, architecture diagrams, and flowcharts.

Workflow Automation / 🦞 Awesome OpenClaw Resources

• When to Use RPA vs Workflow Automation — UiPath

• 7 AI Workflow Automation Trends — Kissflow

• Best AI Workflow Automation Tools — n8n Blog

• 10 Best AI Automation Platforms — Lindy

AI Agents / 🦞 Awesome OpenClaw Resources

• Best AI Agents — DataCamp

• The AI Agent Revolution — Medium

• 13 Best AI Agent Builders — MarketerMilk

• AI Agentic Frameworks: Complete Guide

• r/AIAgents

• r/LangChain

• OpenClaw Discord — See repo for invite link

• CrewAI Community

• Dify Community

OpenClaw / 🦞 Awesome OpenClaw Resources

• OpenClaw: Self-Hosted AI Agent Guide — Contabo

• OpenClaw Workflow Automation — Dev Shorts

• Meet OpenClaw — VPSBG

MCP / 🦞 Awesome OpenClaw Resources

• What is MCP? — Google Cloud

• MCP Nov 2025 Spec Update — WorkOS

• MCP on Wikipedia

• MCP Prompts for Workflow Automation — MCP Blog

Browser Automation / 🦞 Awesome OpenClaw Resources

• Best Browser Agents — Firecrawl

• Browser-Use: Open-Source AI Agent for the Web — InfoWorld

• Playwright MCP Guide 2025 — Medium

• Browser-Use Documentation

• Skyvern Documentation

• Stagehand Guide

AI Coding Agents / 🦞 Awesome OpenClaw Resources

• Best AI Coding Agents — Faros AI

• Rise of AI Coding Agents: Vibe Coding — Programming Helper

• Claude Code vs Cursor — Bannerbear

📂 Resources & Directories / 🦞 Awesome OpenClaw Resources

• 📊 AI Coding Agent Benchmarks — SWE-Bench leaderboard, pricing, real user reviews

• 🦞 Awesome OpenClaw Skills — 5,700+ community skills for OpenClaw

• 🔌 MCP Servers Registry — Official MCP server implementations

• 🔌 Awesome MCP Servers — Community list of 500+ MCP servers

• 🤖 AI Agentic Frameworks Guide — Comprehensive framework comparison

• 📦 Product Hunt: AI Agent Automation — Latest AI agent launches

• 🌐 Firecrawl Blog — Browser agent guides and web automation news

📘 Books / 🦞 Awesome OpenClaw Resources

• Building LLM Powered Applications

• AI Engineering: Building Applications with Foundation Models (Chip Huyen, 2025)

Automation Platforms / 🦞 Awesome OpenClaw Resources

• Power Automate: Beginner's Guide

AI Agents & Frameworks / 🦞 Awesome OpenClaw Resources

• CrewAI Documentation & Quickstart

• LangChain Academy

• LangGraph Tutorials

• AutoGen Documentation

• Dify Documentation

• OpenAI Agents SDK Quickstart

AI Coding / 🦞 Awesome OpenClaw Resources

• Claude Code Documentation

• Cursor Documentation

• Aider Documentation

• r/cursor

• r/ClaudeAI

• Cursor Forum

• Cline Community

🤝 Contributing / 🦞 Awesome OpenClaw Resources

• Actively maintained (updated within the last 12 months)

• Clear documentation, community, or commercial backing

• Genuinely fits one of the listed categories — not general-purpose AI assistants

33. Awesome Datascience

Deep Learning Packages / Visualization Tools

• Metabase

• MetaReview - Free online meta-analysis platform with 11 interactive D3.js statistical charts (forest plot, funnel plot, Galbraith, L'Abbé, Baujat, etc.), 5 effect size measures, AI literature screening, and publication-ready report export. github.com (⭐0)

Datasets / Book Deals (Affiliated)

• AI Displacement Tracker (⭐1) - Structured dataset tracking 92 AI-attributed workforce reduction events affecting 453,748 workers across 12 countries and 11 sectors. JSON and CSV formats. CC-BY-4.0 licensed.

34. Awesome V

Telegram

• velegram (⭐0) - A V language wrapper for TDLib (Telegram Database Library).

Text processing

• vsoup (⭐0) - A fast, JSoup-inspired HTML5 parser and DOM manipulation library for V, powered by Lexbor.

Utility

• vanadium (⭐0) - Ada-level runtime safety for the V programming language.

35. Awesome Python

Data Analysis

• pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

GUI Development

• urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.

Game Development

• Pygame - Pygame is a set of Python modules designed for writing games.

HTML Manipulation

• lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.

• WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.

Image Processing

• pymatting (⭐1.9k) - A library for alpha matting.

• scikit-image - A Python library for (scientific) image processing.

Internationalization

• Babel - An internationalization library for Python.

Science

• astropy - A community Python library for Astronomy.

36. Awesome Nextjs

Extensions

• modal-layout-component (⭐0) - Lightweight and accessible headless modal layout for Next.js with focus trapping.

Apps

• DevToolKit (⭐0) - Free online developer tools built with Next.js — JSON Formatter, JWT Decoder, Regex Tester, Base64/URL Encoder, Hash Generator.

37. Awesome Neovim

LSP

• nemanjamalesija/ts-expand-hover.nvim (⭐33) - Progressively expand and collapse TypeScript type aliases inside the hover float.

AI / Diagnostics

• wsdjeg/chat.nvim (⭐14) - A lightweight, extensible chat plugin with AI integration, multiple providers, and built-in tools.

• taigrr/neocrush.nvim (⭐10) - Integration with Crush AI coding assistant, with edit highlighting, auto-focus, Telescope support, terminal and version management.

Fuzzy Finder / Assembly

• dtormoen/neural-open.nvim (⭐24) - Intelligent snacks.nvim picker that teaches a neural network to rank files by what you're most likely to open next.

Colorscheme / Assembly

• oskarnurm/koda.nvim (⭐226) - [TS][LSP][L/D][Lua] Code's quiet companion. A minimalist colorscheme, written in Lua.

• taigrr/cyberpunk.nvim (⭐1) - [TS][LSP][Lua] Dark neon colorscheme with green, cyan, yellow, and red highlights on a black background.

Media / Cursorline

• sanjay-np/nvim-yt-player (⭐7) - Play YouTube audio using mpv and yt-dlp via IPC socket.

Dependency Management / Quickfix

• taigrr/glaze.nvim (⭐11) - Centralized manager for Go binaries, with parallel installs, auto-update checking, and a Mason-style UI.

Workflow / Stats Tracking

• taigrr/blast.nvim (⭐1) - Activity tracking client for NvimBlast with per-project configuration, monorepo support, and privacy controls.

38. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• awsmultiaccount (⭐0) - Manages AWS profiles and assuming roles in a multi-account organization. It provides helper functions to easily switch between AWS profiles and assume the OrganizationAccountAccessRole in different accounts. Requires the aws cli and jq

• k9s (⭐0) - Provides an iteractive $KUBECONFIG selector for k9s.

• matecito (⭐0) - Detects your language and country to display quotes from local authors in your native language. Simple, offline, no noise.

• mlir (⭐11) - Adds goodies for MLIR developers including tab completion of mlir-opt and colorizing its output.

• ohmyai (⭐0) - AI-powered command suggestions for Zsh. Type what you want to do, press the hotkey, and get shell command suggestions from OpenAI.

Completions / superconsole - Windows-only

• hledger (⭐0) - Provides aliases and completions for hledger, a powerful, double-entry accounting tool.

39. Awesome Quant

Python / Trading & Backtesting

• the0 (⭐164) - Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.

• PRISM-INSIGHT (⭐471) - AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.

• DayTradingBench - Live autonomous benchmark that evaluates LLM trading performance on DAX and Nasdaq indices using identical strategies and real-time market data. API access available.

• CoinTester - No-code crypto backtesting platform with 100+ indicators, AI sentiment signals, and 5+ years of historical data across 1,000+ trading pairs.

• PythonTradingFramework (⭐23) - Python algorithmic trading bot framework for Kubernetes: backtesting, hyperparameter optimization, 150+ technical analysis indicators (RSI, MACD, Bollinger Bands, ADX), portfolio management, PostgreSQL integration, Helm deployment, CronJob scheduling. Minimal overhead, production-ready, Yahoo Finance data.

• QTradeX-AI-Agents (⭐13) - Example strategies for the QTradeX platfrom.

• QTradeX-Algo-Trading-SDK (⭐56) - AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.

• antback (⭐14) - A lightweight, event-loop-style backtest engine that allows a function-driven imperative style using efficient stateful helper functions and data containers.

JavaScript / FrameWorks

• pmxt (⭐700) - The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.

• pmxt (⭐700) - A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.

Python / Financial Instruments and Pricing

• quantra (⭐18) High-performance pricing engine built on QuantLib. It exposes QuantLib's functionality through gRPC and REST APIs, enabling distributed computations with FlatBuffers serialization.

• optionlab (⭐478) - A Python library for evaluating option trading strategies.

Python / Risk Analysis

• curistat - Futures volatility forecasting platform for ES/NQ. Proprietary CVN rating (1-10), regime detection (CRC composite), 8 directional signals, economic event impact analytics. Includes MCP server for AI agent integration.

• Prop Trader Compass - Interactive risk and payout calculator for Futures and CFD traders; features one-time fee firm comparisons.

Python / Factor Analysis

• quant-lab-alpha (⭐23) - Open-source investment analytics platform bridging academic research and retail finance.

Python / Sentiment Analysis

• Social Stock Sentiment API - REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations.

Python / Data Sources

• goMacro.ai - AI-powered economic calendar with institutional-grade insights, bull/bear/base case scenario planning for NFP, CPI, PPI and other macro data releases.

• StockAInsights - AI-extracted financial statements API covering SEC filings including foreign filers (20-F, 6-K, 40-F), normalized quarterly and annual data from 2014+.

• edinet-mcp (⭐1) - Parse Japanese XBRL financial statements from EDINET with 161 normalized labels, 26 financial metrics, and multi-company screening.

• estat-mcp (⭐0) - Access Japanese government statistics (e-Stat) covering population, GDP, CPI, labor, and trade data with MCP integration and Polars export.

• tdnet-disclosure-mcp (⭐0) - Access Japanese timely disclosures (TDNet) via MCP. Retrieve earnings, dividends, forecasts, buybacks, and other filings for 4,000+ listed companies. No API key required.

• coinpulse (⭐0) - Python SDK for cryptocurrency portfolio tracking with real-time prices, P/L calculations, and price alerts. Free tier available.

• brapi.dev - Brazilian stock market data API for B3/Bovespa quotes, historical OHLCV, dividends, and fundamentals.

• 13F Insight - Track institutional investor 13F holdings with AI-powered analysis, position change alerts, and filing summaries.

• edgartools (⭐1.7k) - AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.

• FXMacroData - Real-time forex macroeconomic API for all major currency pairs sourced from central bank announcements.

CPP / Data Visualization

• rallyplot - Fast, GPU-accelerated financial plotting library

• PandoraTrader (⭐1.3k) - A C++ CTP trading framework, with very clear logic

Reproducing Works, Training & Books / Data Visualization

• KeepRule - Curated library of decision-making principles and investment wisdom from masters like Buffett and Munger, featuring mental models for better investment thinking.

Related Lists / Data Visualization

• awesome-sec-filings (⭐2) - A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).

40. Awesome Embedded Rust

no-std crates / WIP

• usbpd (⭐23): USB-PD library and traits, supports Sink mode, with Source functionality planned.

41. Awesome Icons

Archive of Icons

• Woopicx - 12,000+ premium 3D icons across 80+ categories with transparent PNG backgrounds and animated video versions.

42. Webcomponents the Right Way

Components

• <notectl-editor> - Modern rich text editor with plugin architecture, immutable state, and zero-config framework-agnostic deployment.

• <pdfjs-viewer-element> - Custom element that embeds PDF.js default viewer.

43. Awesome Docker

Monitoring

• Dynatrace - 💲 Monitor containerized applications without installing agents or modifying your Run commands.

Reverse Proxy

• BunkerWeb (⭐10k) - Open-source and next-gen Web Application Firewall (WAF). By Bunkerity.

Security

• segspec (⭐13) - Extracts network dependencies from Docker Compose, Kubernetes manifests, Helm charts, and other config files to generate Kubernetes NetworkPolicies with evidence tracing. By dormstern.

Web / Other

• usulnet (⭐63) - A complete and modern Docker management platform designed for sysadmin, devops with enterprise grade tools, cve scanner, ssh, rdp on web and much more. By fr4nsys.

Dockerfile / Other

• 0xy

• arun-gupta (⭐250)

• awesome-startup (⭐64)

• crosbymichael (⭐299)

• jessfraz (⭐14k)

• komljen (⭐585)

• kstaken (⭐828)

• ondrejmo (⭐23)

• vimagick (⭐3.2k)

Metadata / Other

• opencontainer (⭐4.2k) - A convention and shared namespace for Docker labels defined by OCI Image Spec.

Testing / Other

• dgoss (⭐5.9k) - A fast YAML based tool for validating docker containers.

Wrappers / Other

• Ansible - Manage the life cycle of Docker containers. By RedHat.

CI Services / Other

• CodeShip - 💲 Work with your established Docker workflows while automating your testing and deployment tasks with our hosted platform dedicated to speed and security.

CaaS / Other

• Google Container Engine - 💲 Docker containers on Google Cloud Computing powered by Kubernetes.

44. Awesome Langchain

Tools / Services

• Veritensor (⭐65) - Native security wrappers for LangChain DocumentLoaders to block prompt injections, stealth attacks, and PII leaks during RAG data ingestion.

45. Awesome Testing

Software / Service Virtualization

• mockd (⭐2) - Open-source multi-protocol mock server supporting HTTP, gRPC, GraphQL, WebSocket, MQTT, and SOAP with chaos engineering and proxy recording.

Software / API Testing

• Spiderhash - Webhook debugging and request inspection tool for testing callback payloads, headers, and delivery behavior.

Software / UI & End-to-End Testing

• TestDino - A Playwright‑focused test reporting and analytics platform that centralizes CI runs, classifies failures, and uses AI insights to help teams debug faster and ship more reliable releases.

Software / Accessibility & Usability Testing

• RatedWithAI - AI-powered website accessibility scanner that checks for ADA and WCAG 2.2 compliance with instant actionable audits.

• WAVE - Suite of evaluation tools that helps authors make their web content more accessible to individuals with disabilities.

Blogs / Mind Mapping & Documentation

• And others (⭐107)

46. Awesome Fortran

Computational Fluid Dynamics

• MFC (⭐318) - Exascale multiphase compressible flow solver with GPU acceleration via OpenACC. 2025 Gordon Bell Prize Finalist.

47. Awesome Mac

Reading and Writing Tools / Office

• Keynote - Build stunning presentations.

• Numbers - Create impressive spreadsheets.

• Pages - Documents that stand apart.

Reading and Writing Tools / Markdown Tools

• Scratch - Lightweight, offline-first markdown notes app with WYSIWYG editing and local AI agent support.

Reading and Writing Tools / Ebooks

• Simple Comic - EBook reader for PDF, CBZ, and CBR formats with Live Text search.

Developer Tools / Developer Utilities

• Configs (⭐180) - Configuration file manager for quickly viewing, editing and managing config files.

• Poirot (⭐15) - A macOS companion app for browsing Claude Code sessions, exploring diffs, and re-running commands.

• PortKiller (⭐4.2k) - Cross-platform port management tool to monitor ports, manage Kubernetes port forwards and Cloudflare Tunnels, and kill processes in one click.

• Nib Unlocker - .nib to .xib converter

Developer Tools / Regular Expression Editors

• RegexMate - A regular expression testing tool with a built-in quick reference guide.

Design and Product / Screen Recording

• Reframed - A powerful screen recorder with built-in video editor. Capture screen, areas, windows or iOS devices with webcam and microphone - then trim, zoom, style and export.

Design and Product / Other Tools

• AppIconBuilder - Export icons for multi-platform

Communication / Collaboration and Team Tools

• Textual - Internet Relay Chat (IRC) client.

• WeChat - Official WeChat app for Mac.

• WhatsApp Desktop - Available in the Mac App Store, Whatsapp for Desktop.

Audio and Video Tools / File Sharing

• Audio Profile Manager - Allows you to pin input/output devices for each particular combination of connected devices. May suppress HDMI displays from being chosen.

• Muxie - Last.fm scrobbler for Apple Music, Spotify Desktop, iPod Classic, Rockbox devices and some others.

• VidCrop - A simple video cropping tool that supports multiple formats and precise trimming.

• Musicer - A lightweight local music player that supports multiple formats for enjoying music anytime.

Download Management Tools / Audio Record and Process

• XGetter - Media Downloader - Download video, audio from YouTube, Douyin, Facebook, Instagram, Twitter, TikTok and 60+ sites

Input Methods / Audio Record and Process

• LangSwitcher (⭐2) - Open-source keyboard layout text converter. Select text typed in wrong layout, press ⇧⇧ and it's instantly converted. Supports EN/RU/DE/FR/ES.

Voice-to-Text / Audio Record and Process

• TypeWhisper - Local speech-to-text transcription using Whisper AI. System-wide dictation with global hotkey.

Translation Tools / Audio Record and Process

• MoePeek (⭐287) - Lightweight translation tool with instant selection translation, OCR screenshot translation, clipboard translation, and manual input translation.

Finance / Audio Record and Process

• SubList - Track subscriptions, renewals, and spending in one place with reminders, analytics, and iCloud sync.

Utilities / Audio Record and Process

• cmd+x - Launch Activity Monitor with Ctrl+Opt+Delete, cut and move files in Finder with Cmd+X.

Utilities / Clipboard Tools

• iCopy - Clipboard management, quick reply, efficiency multiplier artifact

Utilities / Menu Bar Tools

• Sharptooth - Effortlessly manage your Bluetooth devices right from the menu bar with custom hotkeys and smart automation.

• Hue in the Menu - Philips Hue light management in the menu bar with multi-room support.

• LuxShot (⭐0) - Native and privacy-first menu bar OCR tool.

• FunKey－Mechanical Keyboard App - FunKey is a Mac app that offers the ability to add artificial mechanical keyboard sounds to your MacBook.

Utilities / General Tools

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

• Vidwall - Easily import MP4/MOV videos as system wallpapers and lock screen animations.

Utilities / Productivity

• Perplexity - Search and discovery with AI.

Utilities / Password Management

• Keyzer - Simple password manager that supports saving portable password files.

Utilities / Finder Tools

• SwiftyMenu - A Finder extension which presents a customizable menu to rapidly open selected folders or files with your favorite applications.

Utilities / System Related Tools

• Amphetamine - Keep your Mac awake.

• Cleaner One - Disk cleaning and Mac optimization.

Remote Login Software / System Related Tools

• Steam Link - The Steam Link app allows you to play your Steam games across all your computers.

• Windows App - Connect to a remote PC or virtual apps and desktops made available by your admin.

48. Awesome Openstreetmap

Tools / Web Tools

• Ultra - Web based tool for making maps with a variety of data APIs such as overpass, postpass, qlever, ohsome, sophox, and more. (Source Code)

49. Awesome Mqtt

Smart Home Hardware Interfaces / Firmwares for ESP based Devices

• ble-scale-sync (⭐4) - BLE-to-MQTT bridge for smart scales (23 brands) with Home Assistant auto-discovery. Reads weight + impedance, calculates body composition, publishes all 11 metrics with LWT and display precision. Website.

50. Awesome Fastapi

Auth

• FastAPI Casbin Auth (⭐19) - Authorization which supports various access control models like RBAC, ReBAC and ABAC through Casbin.

CyberSecurity

• FastAPI Guard (⭐665) - Rate Limiting, Automatically Ban IPs, Penetration Attack Detection, Whitelist/blacklist (countries, IPs, Cloud Providers), User Agent Filtering, Geolocation, Redis integration for persistence, and more.

Databases / ORMs

• FastSQLA (⭐81) - Async SQLAlchemy 2.0+ extension for FastAPI with SQLModel support, built-in pagination & more.

Databases / ODMs

• MongoEngine (⭐4.4k) - A Document-Object Mapper (think ORM, but for document databases) for working with MongoDB from Python.

Developer Tools / Other Tools

• python-cqrs (⭐42) - Event-Driven Architecture Framework with CQRS, Transaction Outbox, Saga orchestration, seamless FastAPI/FastStream integration.

Utils / Other Tools

• FastAPI Shield (⭐17) - General FastAPI library for writing any generic endpoint decorators capable of lazy dependencies injection.

• Pydantic Resolve (⭐312) - Turns pydantic class into a powerful composable computing container by introducing resolve and post-process hooks.

Best Practices / Other Tools

• FastAPI Clean Example (⭐486) - Clean Architecture backend example built with FastAPI.

Boilerplate / Other Tools

• fastapi-alembic-sqlmodel-async (⭐1.3k) - This is a project template which uses FastAPI, Alembic, and async SQLModel as ORM.

51. Awesome Flask

Auth / JWT-based (for JSON Endpoints)

• Axioms-Flask-Py (⭐3) - OAuth2/OIDC authentication and authorization for Flask APIs. Supports authentication and claim-based fine-grained authorization (scopes, roles, permissions) using JWT tokens.

Security / Testing

• Flask-CORS - Cross Origin Resource Sharing (CORS) handling.

52. Awesome Windows

Productivity

• Beetroot - Manages clipboard history with AI text transforms and OCR extraction.

• PhraseVault - Expands text snippets with fuzzy search, usage-based prioritization, and local-only data storage.

53. Awesome Firebase Genkit

Plugins / Dart - Official

• Core
  • genkit - A Dart SDK for Genkit, providing a unified interface for text generation, structured output, tool calling, and agentic workflows.

• Model / Embedding Plugins
  • genkit_google_genai - Google AI plugin for Genkit Dart.
  • genkit_anthropic - Anthropic plugin for Genkit Dart.
  • genkit_openai - OpenAI plugin for Genkit Dart.
  • genkit_chrome - Chrome Prompt API (Gemini Nano) plugin for Genkit Dart.
  • genkit_firebase_ai - Firebase AI plugin for Genkit Dart.

• Other Plugins
  • genkit_mcp - Model Context Protocol (MCP) plugin for Genkit Dart.
  • genkit_middleware - Common middlewares (filesystem, skills, toolApproval) for Genkit Dart.
  • genkit_shelf - Shelf HTTP Server integration for Genkit Dart.

Plugins / Java (Unofficial) - Community

• Core
  • genkit-java - An unofficial Java SDK for Genkit, providing Java support for building AI-powered applications.

• Model / Embedding Plugins
  • genkit-plugin-openai - Plugin for OpenAI models (GPT-4o, GPT-4o-mini, etc.) and embeddings.
  • genkit-plugin-google-genai - Plugin for Google Gemini models and Imagen image generation.
  • genkit-plugin-anthropic - Plugin for Anthropic Claude models.
  • genkit-plugin-aws-bedrock - Plugin for AWS Bedrock models (Amazon Nova, Claude, LLaMA, Mistral, etc.).
  • genkit-plugin-azure-foundry - Plugin for Azure AI Foundry models.
  • genkit-plugin-xai - Plugin for XAI (x.ai) Grok models.
  • genkit-plugin-deepseek - Plugin for DeepSeek models.
  • genkit-plugin-cohere - Plugin for Cohere Command models.
  • genkit-plugin-mistral - Plugin for Mistral AI models.
  • genkit-plugin-groq - Plugin for Groq ultra-fast inference.
  • genkit-plugin-ollama - Plugin for local Ollama models.
  • genkit-plugin-compat-oai - Plugin for any OpenAI-compatible API endpoint.

• Vector Store Plugins
  • genkit-plugin-localvec - Plugin for local file-based vector store for development.
  • genkit-plugin-firebase - Plugin for Firebase (Firestore vector search, Cloud Functions, telemetry).
  • genkit-plugin-weaviate - Plugin for Weaviate vector database.
  • genkit-plugin-postgresql - Plugin for PostgreSQL with pgvector.
  • genkit-plugin-pinecone - Plugin for Pinecone vector database.

• Evaluator Plugins
  • genkit-plugin-evaluators - Plugin for pre-built RAGAS-style evaluators (faithfulness, relevancy, etc.).

• Other Plugins
  • genkit-plugin-jetty - HTTP server plugin using Jetty 12.
  • genkit-plugin-spring - HTTP server plugin using Spring Boot.
  • genkit-plugin-mcp - Plugin for Model Context Protocol (MCP) client integration.

Solutions / Java (Unofficial) - Community

• Genkit Azure Function AI Foundry - A sample project demonstrating how to use Genkit with Azure Functions and Azure AI Foundry.

• Genkit AWS Lambda Bedrock - A sample project demonstrating how to use Genkit with AWS Lambda and Amazon Bedrock.

Articles / Java (Unofficial) - Community

• Understanding Model Context Protocol Through Building the Genkit for Dart MCP Plugin - A deep dive into the MCP specification, sharing insights gained from implementing the MCP plugin for Genkit Dart.

Follow / Java (Unofficial) - Community

• Genkit Dart GitHub (⭐23) - Official GitHub repository for Genkit Dart.

• Genkit Java GitHub (⭐7) - Unofficial GitHub repository for Genkit Java.

54. Awesome Zig

Language Essentials / File Format Processing

• peymanmortazavi/csv-zero (⭐10) - Zero allocation, SIMD-accelerated CSV iterator and emitter for Zig.

Systems Programming / Asynchronous Runtime

• neurocyte/thespian (⭐27) - An actor library for Zig, C & C++ applications.

Network & Web / Network

• zigtls (⭐0) - Zig-native TLS Implementation library for edge/load-balancer event loops, with BoGo strict, interop, and reliability gates.

Network & Web / Web3 Framework

• StrobeLabs/eth.zig (⭐0) - Pure Zig Ethereum client library. Zero dependencies, comptime-first.

Multimedia & Graphics / Image and Video Processing

• foxnne/pixi (⭐1.3k) - Pixel art and animation editor written in Zig.

Interoperability / Build with Zig

• libxlsxwriter (⭐1.7k) - A C library for creating Excel XLSX files, build system replaced by Zig.

55. Awesome Cpp

Database

• Ladybug (⭐534) - an embedded graph database built for query speed and scalability. [MIT] website

Miscellaneous

• xjb (⭐26) - A fast float to string algorithm. [Apache-2.0]

Articles

• cpp17_in_TTs (⭐1.2k) - Descriptions of C++17 features, presented mostly in "Tony Tables".

56. ALL About RSS

universally from / multiple sources

• NebulaPicker (⭐1)

Toolbox / Webpage Monitor Services with capability of monitoring RSS Feed 1264

• Sponder: Build custom RSS processing flows with keyword/regex filtering and feed merging; works with any RSS reader.

Multi-subject / Crypto or Blockchain relevant

• Awesome RSSHub Routes (⭐210)

57. Free for Dev

Security and PKI

• Smart Grow Vault — Secure Enterprise-grade platform for managing environment variables and secrets. Free tier includes up to 3 applications and 150 secrets per project.

Log Management

• Smart Grow Logs — Centralized log management platform with end-to-end encryption, real-time alerts, and multi-platform SDKs. Free tier includes up to 3.000 logs per day.

Email

• Waitlio — Waitlist management software for product launches. Create branded waitlist pages, collect and verify email subscribers, manage signups with tags and analytics. Free plan includes 100 subscribers/month, 1 waitlist, and API access.

PaaS

• Clever Cloud — European PaaS with automated deployments, autoscaling, managed databases, and Git-based workflows. Includes €20 free credits at signup, a limited DEV plan with free MySQL and PostgreSQL databases, and free allowances for services like Heptapod and FS Buckets.

Storage and Media Processing

• MConverter – Convert files in bulk. Supports many formats, including AVIF and JXL. Extract image frames from videos. Compress PDFs. Free for 15 files per 24h, up to 100 MB each, processed in batches of eight.

• MantleDB — Anonymous JSON storage for scripts and tiny apps. No signup required; uses Master AID for updates and Read-Only RID for public fetching. Free tier includes 1 bucket (1MB limit) with a 72h inactivity scavenger policy.

• QRtracer – Free QR code generator with built-in scan analytics, bulk generation & brand customisation, focused on reliability without any ads.

Miscellaneous

• Dadroit V Web — In-browser JSON viewer for large files. Tree view, RegEx search, export, and URL loading with Bearer/Basic auth. Fully client-side, no data uploaded. Free.

58. Awesome Rust

Applications

• Michael-F-Bryan/mdbook-linkcheck (⭐167) [mdbook-linkcheck] - A backend for mdbook which will check your links for you.

Applications / Blockchain

• datahaven-xyz/datahaven (⭐7.4k) - AI-First Decentralized Storage secured by EigenLayer.

Applications / Database

• pgdogdev/pgdog (⭐4k) - A fast proxy for scaling PostgreSQL with connection pooling, load balancing, and sharding.

• ruvnet/ruvector (⭐977) [ruvector-core] - A self-learning vector database and cognitive container that runs LLMs locally and scales horizontally.

Applications / Games

• Strophox/tetro-tui (⭐364) [tetro-tui] - A cross-platform terminal game where tetrominos fall and stack.

Applications / Image processing

• visioncortex/vtracer (⭐5.5k) [vtracer] - A raster to vector graphics converter (jpg/png to svg).

Applications / Productivity

• aannoo/hcom (⭐86) - Let AI agents message, watch, and spawn each other across terminals (Claude Code, Gemini CLI, Codex, OpenCode). Rust PTY wrapper with screen tracking, TUI (ratatui), and daemon client binary; Python hooks and API

• farion1231/cc-switch (⭐20k) - An all-in-one GUI assistant and profile manager for Claude Code, Codex, and Gemini CLI.

Applications / System tools

• gitbutlerapp/gitbutler (⭐20k) - A modern Git-based version control interface with both a GUI and CLI built from the ground up for AI-powered workflows.

Applications / Web

• shouya/rss-funnel (⭐146) - A modular RSS processing pipeline system.

Libraries / Scripting

• boa-dev/boa (⭐6.9k) [boa_engine] - An experimental JavaScript lexer, parser and interpreter written in Rust.

59. Open Source Mac Os Apps

⚙️ System (24) / ✏️ Text (13)

• MacNTop (⭐0) - macOS menu bar system monitor with retro CRT aesthetics.

  Languages: Swift

  Website: https://github.com/CorvidLabs/MacNTop (⭐0)

  Badges:      

60. Awesome LaTeX

Online editors

• OpenAI Prism - Online editor with realtime collaboration features.

• Octree - Online editor with AI writing assistance.

61. Awesome Gemini Cli

Agent Orchestration & CLI Tools

• hcom (⭐86) - Let AI agents message, watch, and spawn each other across terminals. First-class Gemini CLI support with hooks integration and PTY wrapper. Also works with Claude Code, Codex, and OpenCode.

Development Tools & Utilities

• rule-gen (⭐1) - Generate AI coding rules from your actual codebase using Google Gemini. Feeds source files into Gemini's 1M token context window and produces project-specific rules. Supports Cursor (.mdc), Claude Code (CLAUDE.md), Copilot, and Windsurf output formats. Zero dependencies.

MCP Servers

• BGPT MCP (⭐3) - Search scientific papers and get structured experimental data (methods, results, sample sizes, quality scores) from full-text studies. Works with any MCP client including Gemini CLI.

• Next: Feb 23 - Mar 01, 2026