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 โ Connect SaaS apps with triggers and actions (Zapier, Make)
- AI-augmented automation โ Workflows with LLM steps that reason and adapt (n8n AI agents, Make AI Grid)
- Agentic AI platforms โ Autonomous agents with memory, planning, and tool use (OpenClaw, Lindy)
- Multi-agent systems โ Teams of specialized AI agents collaborating (CrewAI, AutoGen)
- Browser automation agents โ AI that navigates the web like a human (Browser-Use, Skyvern)
- AI coding agents โ Autonomous software engineers (Claude Code, Devin, Cursor)
- MCP ecosystem โ 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
๐ Classic Automation & iPaaS
- Zapier โ Review โ The most widely used automation platform. 8,000+ app integrations, AI Copilot, AI Agents, MCP support, and Chatbots. Trusted by 3M+ businesses.
- Make โ Review โ Powerful visual canvas for building multi-step automations with branching logic and conditional flows. AI Grid for agent orchestration.
- n8n โ Review โ Open-source (fair-code) automation platform for developers and teams. 400+ integrations, native AI agent nodes, LLM support, self-hostable. 176K+ GitHub stars.
- ActivePieces โ Review โ Open-source Zapier alternative. 492+ integrations, AI SDK for custom agents, visual builder, MCP server support, TypeScript-extensible.
- Automatisch โ Review โ Open-source self-hosted Zapier alternative.
- Huginn (โญ49k) โ Review โ Self-hosted agents that monitor the web and automate tasks on your own server.
- IFTTT โ Review โ Simple automation for web services, IoT, and smart devices. 1,000+ integrations.
- Pipedream โ Review โ Developer-first automation. 2,800+ integrations, MCP server with 10,000+ tools, AI agent builder with natural language support.
- Workato โ Review โ Intelligent enterprise automation. Recipes, real-time sync, AI suggestions, on-prem agent, low-code + custom code.
- Automate.io โ Review โ Integrate apps and automate business workflows.
- Albato โ No-code automation platform for connecting apps without technical expertise.
- Node-RED โ Low-code event-driven programming for IoT and workflow automation. Open-source, browser-based flow editor.
- Parabola โ Review โ No-code automation for data workflows โ pull, transform, and send data without code.
- Kissflow โ Low-code platform with AI natural language workflow creation and predictive workflow optimization.
โ๏ธ Hosted / No-Code Agent Builders / ๐ฆ Awesome OpenClaw Resources
- Lindy โ Deploy AI agents for sales, ops, recruiting, and email. Goal-based configuration rather than trigger-action rules. HubSpot, Gmail, Slack, Notion integrations.
- Gumloop โ Visual AI-first canvas. Nodes + subflows + templates for common AI automations. 1,000 free credits on signup.
- Relay.app โ Approvals, human-in-the-loop flows, and a clean UI. Used by teams at Cursor, Ramp, and Motion.
- Wordware โ Natural language agent builder. Teams build and share agents without code.
- Relevance AI โ No-code multi-agent platform. Build, collaborate on, and deploy agent workforces.
- Stack AI โ Visual builder โ internal app or API. Templates for support, sales, policy Q&A. Enterprise governance with role-based access and audit history.
- Agentforce (Salesforce) โ Salesforce's agentic AI platform. Deploy AI agents directly inside Slack as virtual teammates.
๐ง AI-Powered Automation Platforms
- Latenode โ Build AI Agents and Integrate with Apps & APIs. 300+ integrations, JavaScript support, visual builder, messenger automation (WhatsApp, Telegram, LinkedIn).
- Taskade โ Review โ AI-powered workflow automation with custom agents, real-time collaboration, and project management.
- Dify โ Open-source LLM app development platform. Visual drag-and-drop workflow builder, RAG pipeline, knowledge base, multi-trigger support. 58,000+ GitHub stars.
- Voiceflow โ Build, test, and deploy conversational AI agents and voice workflows for any channel.
- Automateo โ Create LLM-based workflows that produce consistent, structured AI outputs.
- Dreamlit AI โ AI email agent that turns database events into automated email workflows.
- Sintra AI โ A team of specialized AI helpers for marketing, customer support, sales, recruiting, and data analysis.
- Agent Builder โ Review โ Build your own custom AI assistants with OpenAI's no-code Agent Builder.
๐ Self-Hosted & Local AI Agents
- OpenClaw (โญ228k) โญ โ 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 โ no predefined workflows needed. Features browser control, cron jobs, voice via ElevenLabs, multi-agent routing, Canvas workspace, and a public skill registry (ClawHub (โญ20k)) with 5,700+ community skills. Privacy-first. MIT license.
- Openwork (โญ8.9k) โ MIT-licensed open alternative to Anthropic's Cowork with multi-LLM support for browser automation.
๐ Self-Hosted & Local AI Agents / ๐ฆ Awesome OpenClaw Resources
- Awesome OpenClaw Skills (โญ20k) โ Community registry of 5,700+ skills for OpenClaw
- OpenClaw Workflow Guide โ Practical workflows: GitHub PR automation, WhatsApp AI digest, cron jobs
- Self-Hosted OpenClaw Setup โ Full deployment walkthrough
- OpenClaw vs n8n & ChatGPT โ How it compares to other tools
๐ข Enterprise AI Automation / ๐ฆ Awesome OpenClaw Resources
- UiPath โ Leading enterprise RPA + AI platform. Combines bots, AI, and process mining at scale.
- Automation Anywhere โ Enterprise intelligent automation. AI agents + bots for large-scale operations.
- ServiceNow โ Enterprise service workflows with agentic AI for HR, IT, and customer support.
- Microsoft Power Automate โ Review โ Enterprise automation within the Microsoft 365 ecosystem. AI Builder, cloud flows, and desktop flows.
- IBM watsonx.ai โ Enterprise AI platform for building and deploying agents adapted to org-specific data.
- Appian โ Low-code process automation for enterprise workflows.
Multi-Agent Orchestration / ๐ฆ Awesome OpenClaw Resources
- CrewAI (โญ44k) โญ 32K+ stars โ 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 (โญ127k) โญ 90K+ stars โ The foundational LLM framework. Tools, memory, retrieval, agents, chains. Vast ecosystem and wide adoption.
- LangGraph (โญ25k) โญ 10K+ stars โ Graph-based stateful multi-agent orchestration from LangChain. Build cyclical, precise agent workflows with full control over state.
- AutoGen (Microsoft) (โญ55k) โญ 35K+ stars โ Conversational multi-agent framework. Agents collaborate, iterate, and execute with minimal human input. Popular in academic and training environments.
- OpenAI Agents SDK (โญ19k) โญ 11K+ stars โ Lightweight Python SDK for multi-agent workflows. Provider-agnostic (100+ LLMs), built-in tracing and guardrails. Released March 2025.
- Google ADK โ Google's Agent Development Kit. Modular framework integrating with Gemini and Vertex AI. Released April 2025.
- Mastra โ TypeScript-native agent framework. Workflows, memory, RAG, and integrations built for JavaScript teams.
- SmolAgents (Hugging Face) (โญ26k) โญ 10K+ stars โ Minimal Python library for powerful agents. Uses code execution as the primary agent action rather than JSON tool calls.
- PydanticAI โญ 7K+ stars โ Agent framework built on Pydantic. Type-safe, structured LLM outputs and actions. Natural fit for FastAPI developers.
- Semantic Kernel (Microsoft) (โญ27k) โญ 22K+ stars โ SDK for integrating LLMs into .NET, Python, and Java applications. Enterprise-ready agentic workflows.
- Swarms (โญ5.8k) โญ 4K+ stars โ Framework for orchestrating large swarms of AI agents for enterprise automation at scale.
- SuperAGI (โญ17k) โญ 15K+ stars โ Open-source autonomous AI agent framework with GUI, performance telemetry, and a tools marketplace.
- MetaGPT (โญ64k) โญ 44K+ stars โ 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 / ๐ฆ Awesome OpenClaw Resources
- Dify (โญ130k) โญ 58K+ stars โ Open-source LLM app platform. Workflow builder, RAG, knowledge base management, code nodes, agent mode. Enterprise edition with SOC2 compliance.
- Langflow (โญ145k) โญ 42K+ stars โ Visual builder for LLM apps and MCP servers. Python-based, 100+ integrations, strong RAG pipeline support. Backed by DataStax.
- Flowise (โญ49k) โญ 30K+ stars โ Drag-and-drop LLM flow builder using LangChain. Chatflow, Agentflow, and Assistant builders. 100+ model and vector DB integrations.
- LlamaIndex (โญ47k) โญ 36K+ stars โ Data framework for LLM apps. Best-in-class RAG pipelines, retrieval, and observability/evals.
- Haystack (deepset) (โญ24k) โญ 18K+ stars โ Python LLM framework for production RAG and agent pipelines. Maximum developer control.
- Botpress โญ 12K+ stars โ Open-source chatbot and conversational AI platform. Multi-channel deployment and no-code flow builder.
- Rasa โญ 18K+ stars โ Enterprise open-source conversational AI. CALM architecture separates language understanding from business logic. Trusted by American Express.
- Rivet โญ 3K+ stars โ Visual programming environment for creating and debugging AI agent pipelines with a node graph UI.
- OpenWebUI (โญ125k) โญ 50K+ stars โ Feature-rich local web interface for LLMs (Ollama, OpenAI-compatible). Agent and workflow support.
- Sim Studio โ Open-source visual builder for AI agent simulations and workflows.
Specialized Agent Libraries / ๐ฆ Awesome OpenClaw Resources
- Mem0 (โญ48k) โ Persistent memory layer for AI agents. Remembers users, preferences, and past interactions across sessions and tools.
- Agno (Phidata) (โญ38k) โ Framework for building multimodal agents with memory, knowledge, tools, and reasoning.
- Firecrawl โ 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 (โญ5.2k) โ MLOps + LLMOps framework. Manages the production lifecycle of agents โ the "outer loop" that LangChain and CrewAI leave unaddressed.
AI Browser Agents / ๐ฆ Awesome OpenClaw Resources
- Browser-Use (โญ79k) โญ 60K+ stars โ 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 (โญ21k) โญ 10K+ stars โ 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 โญ 5K+ stars โ AI-native Playwright wrapper. Adds LLM reasoning on top of deterministic Playwright scripting. Built and maintained by Browserbase.
- Playwright MCP (โญ28k) โญ 10K+ stars โ Microsoft's MCP server for AI-controlled browser automation. Uses the accessibility tree (Snapshot Mode) โ no screenshots needed, fast and deterministic.
- Perplexity Comet โ Consumer AI browser (Chromium-based). Autonomous navigation, form filling, email and calendar management, voice control. Launched July 2025.
Browser Infrastructure / ๐ฆ Awesome OpenClaw Resources
- Browserbase โ 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 โ Full web automation platform. Cloud actors, proxy management, scheduling, and an official MCP server for AI agent integration.
- Steel โ Open-source browser infrastructure built specifically for AI agents.
- Hyperbrowser โ AI-native browser platform combining natural language commands with Playwright reliability. YC-backed.
๐ป AI Coding Agents & IDEs / ๐ฆ Awesome OpenClaw Resources
- Claude Code โ 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 โ 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 โ Microsoft's AI coding assistant. Agent mode, Copilot Workspace for issue-to-PR flows, and the strongest enterprise IP indemnity in the market.
- Windsurf โ Agentic IDE with Cascade agent and persistent memory across sessions. Acquired by Cognition (makers of Devin) in 2025.
- Devin โ 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 (โญ58k) โ Open-source agentic coding assistant for VS Code. BYOK (bring your own key), full shell access, and MCP support.
- Aider โ Open-source terminal coding agent. Git-integrated pair programming that works with any LLM. Excellent for open-source codebases.
- Amazon Q Developer โ AWS-native AI coding assistant. Deep AWS integration, security scanning, and code transformation features.
- Kiro (AWS) โ AWS's agentic IDE with dual spec-driven and vibe-coding modes. Differentiates through DevOps automation. Launched mid-2025.
- Trae (ByteDance) โ Free VS Code-based IDE with unlimited Claude and GPT-4o access. Builder Mode for automated project generation.
- Augment Code โ The first AI coding assistant to achieve ISO/IEC 42001 certification for AI management systems.
๐ MCP (Model Context Protocol) / ๐ฆ Awesome OpenClaw Resources
- Nov 2024 โ MCP public release by Anthropic
- Nov 2025 โ MCP 2025-11-25 spec: async Tasks, OAuth 2.1, enterprise governance
- Dec 2025 โ MCP donated to the Linux Foundation (AAIF), co-founded by Anthropic, Block, and OpenAI
Core MCP Resources / ๐ฆ Awesome OpenClaw Resources
- MCP Specification โ Official protocol spec and documentation
- MCP Official Servers (โญ79k) โ Reference implementations: GitHub, Google Drive, Slack, databases, browsers, and more
- MCP TypeScript SDK (โญ12k) โ Official TypeScript SDK for building MCP servers and clients
- MCP Python SDK (โญ22k) โ Official Python SDK
- Awesome MCP Servers (โญ82k) โ Community-curated list of 500+ MCP servers
Platforms with MCP Support / ๐ฆ Awesome OpenClaw Resources
- Claude / Claude.ai โ MCP client; connect any MCP server to Claude
- OpenClaw โ MCP via the skills and tools ecosystem
- Zapier โ MCP server; call Zaps from any AI agent
- n8n โ MCP server support built in
- Make โ MCP server option
- Cursor โ MCP client
- Claude Code โ MCP client; extend coding workflows with external services
- Pipedream โ MCP server with 10,000+ tools
- Playwright MCP โ Browser automation accessible via MCP
- Langflow โ Build and deploy MCP servers visually
๐ Data Pipeline & Workflow Orchestration / ๐ฆ Awesome OpenClaw Resources
- Apache Airflow โ Industry-standard open-source platform for authoring, scheduling, and monitoring data workflows. Python-based DAGs.
- Prefect โ Modern Python workflow orchestration. Better developer experience than Airflow with strong observability.
- Temporal โ Durable workflow execution platform. Handles retries, timeouts, and long-running distributed workflows reliably.
- Windmill โ Open-source platform for building workflows, data pipelines, cron jobs, and scripts from code.
- Dagster โ Data orchestration built around software-defined assets. Strong observability and testing support.
- Kestra โ Open-source declarative workflow orchestration. YAML-based, 500+ plugins, cloud-native.
- Apache Kafka โ Distributed event streaming platform. Foundation for real-time data pipelines and event-driven automation.
๐ Project Management with Automation / ๐ฆ Awesome OpenClaw Resources
- Asana โ Project management with a no-code AI agent builder for automating workflow stages from intake to reporting.
- Smartsheet โ Review โ Collaborative work management with automation, AI-assisted formulas, and integrations.
- Wrike โ Review โ Project management with customizable workflow automation and an AI work assistant.
- Notion โ All-in-one workspace with AI writing assistant and workflow automation via integrations.
- Monday.com โ Work OS with no-code automations, AI-powered features, and 200+ integrations.
๐บ๏ธ Visual Mapping & Diagramming / ๐ฆ Awesome OpenClaw Resources
- Lucidchart โ Review โ Visual workflow mapping, flowcharts, and diagramming. AI-assisted diagram generation.
- Miro โ Collaborative online whiteboard with workflow visualization and AI features.
- draw.io โ Free, open-source diagramming for workflows, architecture diagrams, and flowcharts.
Workflow Automation / ๐ฆ Awesome OpenClaw Resources
- When to Use RPA vs Workflow Automation โ UiPath
- 7 AI Workflow Automation Trends โ Kissflow
- Best AI Workflow Automation Tools โ n8n Blog
- 10 Best AI Automation Platforms โ Lindy
AI Agents / ๐ฆ Awesome OpenClaw Resources
- Best AI Agents โ DataCamp
- The AI Agent Revolution โ Medium
- 13 Best AI Agent Builders โ MarketerMilk
- OpenClaw Discord โ See repo for invite link
OpenClaw / ๐ฆ Awesome OpenClaw Resources
- OpenClaw: Self-Hosted AI Agent Guide โ Contabo
- OpenClaw Workflow Automation โ Dev Shorts
- Meet OpenClaw โ VPSBG
MCP / ๐ฆ Awesome OpenClaw Resources
- What is MCP? โ Google Cloud
- MCP Nov 2025 Spec Update โ WorkOS
- MCP Prompts for Workflow Automation โ MCP Blog
Browser Automation / ๐ฆ Awesome OpenClaw Resources
- Best Browser Agents โ Firecrawl
- Browser-Use: Open-Source AI Agent for the Web โ InfoWorld
- Playwright MCP Guide 2025 โ Medium
AI Coding Agents / ๐ฆ Awesome OpenClaw Resources
- Best AI Coding Agents โ Faros AI
- Rise of AI Coding Agents: Vibe Coding โ Programming Helper
- Claude Code vs Cursor โ Bannerbear
๐ Resources & Directories / ๐ฆ Awesome OpenClaw Resources
- ๐ AI Coding Agent Benchmarks โ SWE-Bench leaderboard, pricing, real user reviews
- ๐ฆ Awesome OpenClaw Skills โ 5,700+ community skills for OpenClaw
- ๐ MCP Servers Registry โ Official MCP server implementations
- ๐ Awesome MCP Servers โ Community list of 500+ MCP servers
- ๐ค AI Agentic Frameworks Guide โ Comprehensive framework comparison
- ๐ฆ Product Hunt: AI Agent Automation โ Latest AI agent launches
- ๐ Firecrawl Blog โ Browser agent guides and web automation news
๐ Books / ๐ฆ Awesome OpenClaw Resources
- AI Engineering: Building Applications with Foundation Models (Chip Huyen, 2025)
Automation Platforms / ๐ฆ Awesome OpenClaw Resources
AI Agents & Frameworks / ๐ฆ Awesome OpenClaw Resources
AI Coding / ๐ฆ Awesome OpenClaw Resources
๐ค Contributing / ๐ฆ Awesome OpenClaw Resources
- Actively maintained (updated within the last 12 months)
- Clear documentation, community, or commercial backing
- Genuinely fits one of the listed categories โ 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'Abbรฉ, Baujat, etc.), 5 effect size measures, AI literature screening, and publication-ready report export. github.com (โญ0)
3. Awesome V
Utility
- vanadium (โญ0) - 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 (โญ1.9k) - 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 (โญ0) - Lightweight and accessible headless modal layout for Next.js with focus trapping.
Apps
- DevToolKit (โญ0) - Free online developer tools built with Next.js โ JSON Formatter, JWT Decoder, Regex Tester, Base64/URL Encoder, Hash Generator.
6. Awesome Neovim
AI / Diagnostics
- wsdjeg/chat.nvim (โญ14) - A lightweight, extensible chat plugin with AI integration, multiple providers, and built-in tools.
Colorscheme / Assembly
- oskarnurm/koda.nvim (โญ226) -
[TS][LSP][L/D][Lua]Code's quiet companion. A minimalist colorscheme, written in Lua.
7. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- awsmultiaccount (โญ0) - 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
awscli and jq
- k9s (โญ0) - Provides an iteractive
$KUBECONFIGselector for k9s.
- matecito (โญ0) - Detects your language and country to display quotes from local authors in your native language. Simple, offline, no noise.
- mlir (โญ11) - Adds goodies for MLIR developers including tab completion of
mlir-optand colorizing its output.
- ohmyai (โญ0) - 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 (โญ0) - 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 (โญ164) - 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 (โญ471) - 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 (โญ23)
- 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 (โญ13) - Example strategies for the QTradeX platfrom.
- QTradeX-Algo-Trading-SDK (โญ56) - AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.
- antback (โญ14) - 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 (โญ700) - The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.
- pmxt (โญ700) - A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.
Python / Financial Instruments and Pricing
- quantra (โญ18) High-performance pricing engine built on QuantLib. It exposes QuantLib's functionality through gRPC and REST APIs, enabling distributed computations with FlatBuffers serialization.
- optionlab (โญ478) - 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 (โญ23) - 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 (โญ1) - Parse Japanese XBRL financial statements from EDINET with 161 normalized labels, 26 financial metrics, and multi-company screening.
- estat-mcp (โญ0) - Access Japanese government statistics (e-Stat) covering population, GDP, CPI, labor, and trade data with MCP integration and Polars export.
- tdnet-disclosure-mcp (โญ0) - 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 (โญ0) - 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 (โญ1.7k) - 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 (โญ1.3k) - 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 (โญ2) - 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 (โญ23): 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 (โญ10k) - Open-source and next-gen Web Application Firewall (WAF). By Bunkerity
Security
- segspec (โญ13) - 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 (โญ63) - 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 (โญ65) - 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 (โญ2) - Open-source multi-protocol mock server supporting HTTP, gRPC, GraphQL, WebSocket, MQTT, and SOAP with chaos engineering and proxy recording.
Blogs / Mind Mapping & Documentation
15. Awesome Fortran
Computational Fluid Dynamics
- MFC (โญ318) - Exascale multiphase compressible flow solver with GPU acceleration via OpenACC. 2025 Gordon Bell Prize Finalist.
16. Awesome Mac
Developer Tools / Developer Utilities
- Configs (โญ180) - Configuration file manager for quickly viewing, editing and managing config files.
- Poirot (โญ15) - 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 (โญ0) - 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 (โญ4) - 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 (โญ19) - Authorization which supports various access control models like RBAC, ReBAC and ABAC through Casbin.
CyberSecurity
- FastAPI Guard (โญ665) - 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 (โญ81) - Async SQLAlchemy 2.0+ extension for FastAPI with SQLModel support, built-in pagination & more.
Databases / ODMs
- MongoEngine (โญ4.4k) - A Document-Object Mapper (think ORM, but for document databases) for working with MongoDB from Python.
Developer Tools / Other Tools
- python-cqrs (โญ42) - Event-Driven Architecture Framework with CQRS, Transaction Outbox, Saga orchestration, seamless FastAPI/FastStream integration.
Utils / Other Tools
- FastAPI Shield (โญ17) - General FastAPI library for writing any generic endpoint decorators capable of lazy dependencies injection.
- Pydantic Resolve (โญ312) - Turns pydantic class into a powerful composable computing container by introducing resolve and post-process hooks.
Best Practices / Other Tools
- FastAPI Clean Example (โญ486) - Clean Architecture backend example built with FastAPI.
Boilerplate / Other Tools
- fastapi-alembic-sqlmodel-async (โญ1.3k) - 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 (โญ3) - 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 (โญ23) - Official GitHub repository for Genkit Dart.
- Genkit Java GitHub (โญ7) - Unofficial GitHub repository for Genkit Java.
23. Awesome Zig
Language Essentials / File Format Processing
- peymanmortazavi/csv-zero (โญ10) - Zero allocation, SIMD-accelerated CSV iterator and emitter for Zig.
Systems Programming / Asynchronous Runtime
- neurocyte/thespian (โญ27) - An actor library for Zig, C & C++ applications.
Network & Web / Network
- zigtls (โญ0) - Zig-native TLS Implementation library for edge/load-balancer event loops, with BoGo strict, interop, and reliability gates.
Interoperability / Build with Zig
- libxlsxwriter (โญ1.7k) - A C library for creating Excel XLSX files, build system replaced by Zig.
24. Awesome Cpp
Miscellaneous
- xjb (โญ26) - A fast float to string algorithm. [Apache-2.0]
Articles
- cpp17_in_TTs (โญ1.2k) - 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 โ European PaaS with automated deployments, autoscaling, managed databases, and Git-based workflows. Includes โฌ20 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 โ 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 (โญ7.4k) - AI-First Decentralized Storage secured by EigenLayer.
Applications / Database
- pgdogdev/pgdog (โญ4k) - A fast proxy for scaling PostgreSQL with connection pooling, load balancing, and sharding.
- ruvnet/ruvector (โญ977) [ruvector-core] - A self-learning vector database and cognitive container that runs LLMs locally and scales horizontally.
Applications / Games
- Strophox/tetro-tui (โญ364) [tetro-tui] - A cross-platform terminal game where tetrominos fall and stack.
Applications / Productivity
- aannoo/hcom (โญ86) - 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 (โญ20k) - An all-in-one GUI assistant and profile manager for Claude Code, Codex, and Gemini CLI.
Libraries / Scripting
- boa-dev/boa (โญ6.9k) [boa_engine] - An experimental JavaScript lexer, parser and interpreter written in Rust.
28. Open Source Mac Os Apps
โ๏ธ System (24) / โ๏ธ Text (13)
MacNTop (โญ0) - macOS menu bar system monitor with retro CRT aesthetics.
Languages:
Swift
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 (โญ86) - 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 (โญ3) - 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