Awesome List Updates on Mar 02 - Mar 08, 2026

30 awesome lists updated this week.

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1. 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

2. Awesome Datascience

Deep Learning Packages / Visualization Tools

• 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)

3. Awesome V

Utility

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

4. 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.

5. 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.

6. Awesome Neovim

AI / Diagnostics

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

Colorscheme / Assembly

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

7. 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.

8. Awesome Quant

Python / Trading & Backtesting

• Chartscout - Real-time cryptocurrency chart pattern detection with automated alerts across multiple exchanges

• 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).

9. Awesome Embedded Rust

no-std crates / WIP

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

10. Awesome Icons

Archive of Icons

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

11. 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.

12. Awesome Docker

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

13. 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.

14. 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.

Blogs / Mind Mapping & Documentation

• And others (⭐107)

15. Awesome Fortran

Computational Fluid Dynamics

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

16. Awesome Mac

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.

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.

Audio and Video Tools / File Sharing

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

Download Management Tools / Audio Record and Process

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

Voice-to-Text / Audio Record and Process

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

Utilities / Menu Bar Tools

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

17. 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)

18. 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.

19. 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.

20. 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.

21. 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.

22. 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.

23. 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.

Interoperability / Build with Zig

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

24. Awesome Cpp

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".

25. ALL About RSS

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.

26. Free for Dev

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

• 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.

27. Awesome Rust

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 / 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.

Libraries / Scripting

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

28. 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:      

29. Awesome LaTeX

Online editors

• OpenAI Prism - Online editor with realtime collaboration features.

• Octree - Online editor with AI writing assistance.

30. 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.

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