Practical Open Source Projects

Practical Open Source Projects

AI-Trader: Can AI Beat the Market? (Open Source Project)

October 31, 2025

Dive into AI-Trader, an innovative open-source project where multiple AI models compete autonomously in NASDAQ 100 stock trading. This project showcases the potential of AI in finance, operating with zero human intervention and leveraging a robust MCP toolchain for decision-making. Discover how leading AI models like DeepSeek and MiniMax perform live, track their earnings, and explore the project's architecture, historical replay capabilities, and modular design for custom strategy integration. Ideal for developers, AI enthusiasts, and anyone curious about AI's ability to outperform traditional markets.

Beads: Elevate Your AI Agent's Memory with Git-Backed Issue Tracking

October 31, 2025

Discover Beads, the innovative open-source project that gives your AI coding agents a 'memory upgrade' through a lightweight, graph-based issue tracker. Featuring collision-resistant hash-based IDs and Git-backed distribution, Beads allows agents to manage complex, long-horizon tasks reliably without a centralized server. Learn how this tool enhances agent organization, reduces amnesia, and improves auditability, making collaborative coding more efficient for both humans and AI. Get started with a simple curl command and watch your agents transform their planning capabilities.

Deta Surf: The Open-Source AI Notebook You Need

October 31, 2025

Discover Deta Surf, an innovative open-source AI notebook designed to streamline your research and thinking processes. This powerful tool helps you organize files and webpages, generate AI-powered notes, and integrate various media types seamlessly. Built with Svelte, TypeScript, and Rust, Surf prioritizes local data storage, open formats, and user choice in AI models. Whether you're a student, researcher, or just looking to enhance your digital workflow, Deta Surf offers a versatile and privacy-friendly solution to manage information and spark new ideas.

NOF0: Open-Source AI Agentic Trading Platform (NOF1.ai Clone)

October 31, 2025

Explore NOF0, an ambitious open-source project aiming to fully replicate NOF1.ai's Alpha Arena. This platform challenges multiple AI models to compete in the real-time cryptocurrency market, starting with a virtual $10,000. It offers real data and clear visualizations to answer the question: 'Which AI model earns more?' Dive into a project that brings AI + Crypto to the masses, allowing anyone to deploy their own AI trading arena. Learn about its current progress, technical stack, and how to get started with the frontend and backend components.

Discover Top 100 New GitHub Projects: Emerging Stars

October 25, 2025

Looking for the next big thing in open-source? Git-Stars' Newcomer Ranking highlights the top 100 GitHub repositories created in the last 30 days, offering a real-time alternative to traditional trending lists. From groundbreaking AI projects like 'nanochat' to practical tools such as 'OpenStock' and 'bentopdf', this curated list provides a unique glimpse into innovation. Explore projects spanning various programming languages and applications, tracking their momentum, stars, and forks. Whether you're a developer seeking inspiration or an enthusiast keen on new tech, this ranking is your gateway to discovering game-changing open-source initiatives.

NeuTTS Air: On-Device Voice AI with Instant Cloning

October 23, 2025

Discover NeuTTS Air, the groundbreaking open-source, on-device text-to-speech (TTS) model from Neuphonic. This innovative AI brings super-realistic vocal synthesis and instant voice cloning directly to your local devices, from phones to Raspberry Pis. Learn how NeuTTS Air leverages a 0.5B LLM backbone for natural-sounding speech, real-time performance, and built-in security. Explore its key features, supported languages, GGML format for efficiency, and quick-start guide to integrate this powerful voice AI into your projects.

Dayflow: AI-Powered Mac App for Daily Activity Timelines

October 21, 2025

Discover Dayflow, an open-source macOS application that automatically generates a visual timeline of your day by analyzing your screen activity. Powered by AI (Gemini or local models), Dayflow offers concise summaries of your work, highlights distractions, and ensures privacy by allowing you to control your data. This lightweight SwiftUI app helps users understand how they spend their time without intrusive tracking, making it an essential tool for productivity enthusiasts and anyone looking to gain insights into their daily routines.

Mole: Deep Mac Cleaning & Disk Analysis Tool (Open Source)

October 21, 2025

Discover Mole, an innovative open-source command-line utility designed to help Mac users reclaim valuable disk space. This powerful tool offers deep system cleanup, thorough application uninstallation, and an interactive disk analyzer. Born from the need for a more comprehensive cleaning solution, Mole digs deeper than conventional cleaners like CleanMyMac/Lemon, targeting caches, logs, temporary files, and app leftovers. Learn how to install and use Mole to optimize your Mac's performance and free up gigabytes of storage through its fast, lightweight, and interactive terminal interface.

OpenStock: Your Free Open-Source Market Platform Alternative

October 21, 2025

Discover OpenStock, an innovative open-source project offering a free alternative to expensive market platforms. Built with Next.js, TypeScript, and MongoDB, OpenStock allows users to track real-time stock prices, set personalized alerts, and explore detailed company insights. This project champions open knowledge and accessibility, providing powerful tools for both professionals and students without paywalls or subscriptions. Learn how to get started with this community-driven initiative for a transparent and free financial tracking experience.

Supercharge Claude Code with Open Source Superpowers

October 21, 2025

Discover 'Superpowers' on GitHub, an open-source library that enhances Claude Code with a comprehensive set of engineering skills. From Test-Driven Development and systematic debugging to collaborative planning and meta-skill creation, this project offers a structured approach to common development tasks. Learn how to install and integrate these superpowers for more efficient, systematic, and higher-quality AI-assisted development workflows.