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Top 20 Rising Github Projects With The Most Stars In 2025

Leo Migdal
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top 20 rising github projects with the most stars in 2025

If you’re like me, you’re always on the lookout for fresh tools that can make coding smoother, faster, or just more fun. The open-source world on GitHub never sleeps, and some projects really take off, racking up stars as more developers discover their value. I’ve put together a list of 20 rising GitHub projects with huge star counts that are worth checking out in 2025 from automation and APIs to dev tools and databases. Whether you want to improve your workflow or try something new, these projects have something for every developer. As developers, we rely on tools that don’t just work but actually make our lives easier. The projects listed here have all caught the community’s attention for their ability to simplify complex workflows, automate repetitive tasks, or enhance productivity in meaningful ways.

Whether it’s through better code quality checks, faster debugging, or innovative ways to handle APIs and databases, these tools are shaping how modern development happens. Puppeteer is a Node library that provides a high-level API to control Chrome or Chromium browsers for automation and testing. Hoppscotch is an open-source API development ecosystem focused on simplicity and speed. Localstack provides a fully functional local AWS cloud stack for rapid development and testing. Top open-source projects for contributions are opportunities to advance your skills and career. This curated list features 20 actively maintained projects where your code can make a real impact today.

Look, we all know GitHub has millions of repos. Finding the ones actually worth your time? That's the real challenge. I've spent a couple hours digging through repositories, testing tools, and talking with other developers to find projects that are genuinely useful. Projects that'll keep you sharp, update your toolkit, and maybe even give you something cool to contribute to. What makes these projects special?

They're actively maintained, they solve real problems, and they welcome new contributors. Some are revolutionary AI tools that are changing how we build intelligent systems. Others are developer utilities that will make you wonder how you ever lived without them. Whether you're looking to strengthen your resume, sharpen your skills on something new, or just give back to the community, these are the projects where your contributions will make a real impact. An AI agent that understands your notebooks, writes code and executes cells so you can focus on insights. Accelerate your data science workflow with intelligent automation that learns from your coding patterns.

Open Source Software (OSS) has revolutionized the way software development is done today. With millions of Open Source GitHub projects available, it can be overwhelming to navigate and find the best open-source projects that match your needs. This article lists the top 10 fastest growing open source GitHub repositories that you should know. For the latest update, we want to add the rising star in Open Source GitHub community: PyGWalker (opens in a new tab). PyGWalker can simplify your Jupyter Notebook data analysis and data visualization workflow, by turning your pandas dataframe (and polars dataframe) into a tableau-alternative User Interface for visual exploration. As we step into 2025, open-source projects continue to set new benchmarks in innovation and accessibility.

This January, several GitHub repositories have emerged as trendsetters, ranging from personal AI assistants to advanced web automation tools and collaborative knowledge platforms. These projects highlight the incredible potential of community-driven development to solve real-world challenges. STORM (Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking) is a cutting-edge large language model (LLM) system designed to generate Wikipedia-style articles from scratch, blending Internet-based research and question-driven exploration. Developed by Stanford’s OVAL Lab, this project not only supports efficient knowledge curation but also introduces innovative collaboration between AI and humans with its extension, Co-STORM. Co-STORM enhances user learning by dynamically organizing information into a mind map, reducing cognitive load during long discussions. This innovative approach to knowledge discovery earned recognition at EMNLP 2024, where 78% of human evaluators preferred it over retrieval-augmented generation (RAG) chatbots.

If you’re like me, you’re always on the lookout for fresh tools that can make coding smoother, faster, or just more fun. The open-source world on GitHub never sleeps, and some projects really take off, racking up stars as more developers discover their value. I’ve put together a list of 20 rising GitHub projects with huge star counts that are worth checking out in 2025 from automation and APIs to dev tools and databases. Whether you want to improve your workflow or try something new, these projects have something for every developer. As developers, we rely on tools that don’t just work but actually make our lives easier. The projects listed here have all caught the community’s attention for their ability to simplify complex workflows, automate repetitive tasks, or enhance productivity in meaningful ways.

Whether it’s through better code quality checks, faster debugging, or innovative ways to handle APIs and databases, these tools are shaping how modern development happens. Puppeteer is a Node library that provides a high-level API to control Chrome or Chromium browsers for automation and testing. Hoppscotch is an open-source API development ecosystem focused on simplicity and speed. Localstack provides a fully functional local AWS cloud stack for rapid development and testing. One of the coolest things about tech? You can literally watch the next big wave before it happens — just by keeping an eye on what’s trending on GitHub.

In my opinion, these are 5 projects you absolutely want to know going into 2025. Whether you’re a developer, builder, or just someone curious about what’s next… these tools are shaping the future. If you’re working with large language models (LLMs), you’ve probably heard of LangChain. It’s like the ultimate toolkit for building apps that can talk, reason, search documents, and even interact with APIs using AI. The reason it’s blowing up? AI is now in every product, and LangChain makes it easy to connect your app to OpenAI, Anthropic, Hugging Face, Pinecone, and more — without reinventing the wheel.

LlamaIndex helps connect LLMs to your own data (files, databases, APIs). It’s perfect for Retrieval-Augmented Generation (RAG), so you can build apps where AI doesn’t just "guess" answers, but pulls accurate information from your documents. In the fast-paced world of technology, staying ahead means knowing where innovation is bubbling up. While GitHub Trending offers a snapshot of popular repositories, it can often miss the truly new and emerging projects that are just starting to gain traction. This is where Git-Stars' Newcomer Ranking steps in, providing a dynamic and real-time alternative to help you discover the next big thing in the open-source community. The Newcomer Ranking is a meticulously curated list of the top 100 newest GitHub repositories created within the last 30 days.

Updated every four hours with live data from GitHub, this ranking offers unparalleled insights into projects that are quickly gaining momentum. Unlike traditional trending lists, the Newcomer Ranking emphasizes fresh ideas, innovative approaches, and rapid adoption by the developer community. For developers, the Newcomer Ranking is an invaluable resource for several reasons: For tech enthusiasts and researchers, it's a window into the future of software development, showcasing where the collective energy of the open-source community is being directed. The current Newcomer Ranking features an exciting array of projects spanning diverse domains. Here are just a few highlights illustrating the breadth of innovation:

Posted on Aug 5 • Originally published at pullflow.com As many of you probably did, I came across Emmanuel Mumba’s Top 20 Rising GitHub Projects with the Most Stars in 2025. Instead of just bookmarking it, I spent time using collab.dev to explore five projects that felt both practically useful and actively maintained—the ones I could actually imagine adopting in day-to-day dev work. Here’s what I learned that goes beyond the feature lists. Hoppscotch feels like what Postman might be if it were rebuilt today: fast, minimal, and open source. It runs in your browser or as a PWA, supports REST, GraphQL, and WebSockets, and cuts out the sync-heavy workspace overhead.

Unlike Postman’s slower, enterprise-focused development cadence, Hoppscotch moves fast—features land quickly, and PRs are often reviewed within hours. You feel that responsiveness in how polished and up-to-date it is. Welcome to the July 2025 GitHub Top Projects Ranking! In this ever-evolving tech landscape, the spirit of innovation and collaboration within the open source community is becoming increasingly prominent. This edition of the list brings together several noteworthy new star projects, from intelligent programming assistants to multimodal training tools, each pushing the boundaries of technology and meeting the growing demands of users. As an AI prompt optimization tool, Prompt Optimizer helps users quickly generate high-quality prompts through intelligent suggestions and comparative testing.

Its one-click optimization feature and multi-model compatibility enable development teams and content creators to efficiently enhance the quality of generated outputs. Whether you are an AI developer or a prompt engineer, this tool can become an indispensable assistant. Launched by the Microsoft Cloud Advocates team, the Web Development for Beginners course offers a project-driven learning path. Through 24 project tasks, it gradually guides learners from zero knowledge to mastering front-end development skills such as HTML, CSS, and Java. This course is not only suitable for self-learners but also serves as a high-quality resource for educational institutions. Another entry-level machine learning course launched by Microsoft, covering the complete process from data acquisition to model training.

Through rich examples and a project-driven approach, learners can grasp the core concepts of data science in practice. This project is particularly suitable for beginners and educators, helping them establish a solid foundation in the field of machine learning. The WebAgent project released by Alibaba's TongyiLab aims to achieve intelligent web navigation and information retrieval. By integrating multiple modules, WebAgent can autonomously complete complex web tasks, providing users with an efficient information acquisition experience. Researchers and business intelligence analysts can leverage this tool to build smarter information retrieval processes.

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