Github Top Repositories
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Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
Show more📈 Analytical overview of Telegram channel Github Top Repositories
Channel Github Top Repositories (@githubre) in the English language segment is an active participant. Currently, the community unites 14 262 subscribers, ranking 13 995 in the Education category and 28 191 in the India region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 14 262 subscribers.
According to the latest data from 04 September, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 262 over the last 30 days and by 13 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 0.94%. Within the first 24 hours after publication, content typically collects 0.61% reactions from the total number of subscribers.
- Post reach: On average, each post receives 134 views. Within the first day, a publication typically gains 87 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
- Thematic interests: Content is focused on key topics such as repository, fork, programming, statistic, description.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
Thanks to the high frequency of updates (latest data received on 05 September, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.
14 262
Subscribers
+1324 hours
+1117 days
+26230 days
Posts Archive
14 263
🚀 Meet Universal-Debloater-Alliance/universal-android-debloater-next-generation: a gem from today's GitHub trending list.
🔗 https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation
📝 Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
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The Universal Android Debloater Next Generation is a powerful tool designed to improve your Android device's privacy and efficiency by removing unnecessary system apps, thus reducing the attack surface and enhancing overall security.
This project is a fork of the original Universal Android Debloater and offers a range of key features, including a comprehensive list of apps to debloat, a user-friendly interface, and regular updates. To get started, users can refer to the wiki which provides a
getting started guide, usage guide, and information on building from source.
From a technical standpoint, the project is built using the Iced GUI library and is designed to be privacy-focused, with no collection or transmission of user data. The only external connections are GET requests to GitHub for fetching the package list and checking for updates.
The project is suitable for advanced Android users looking to optimize their devices, as well as developers interested in contributing to the project. The community is active, with a Discord guild and Matrix bridge available for real-time communication and support.
Other projects, such as Canta and AppManager, integrate with or depend on UAD-ng's data and tools, making it a valuable resource for the Android community.
In a nutshell, the Universal Android Debloater Next Generation is a game-changer for Android users seeking to reclaim control over their devices - debloat, declutter, and dominate your digital space.
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🧠 Channel: https://t.me/GithubRe
14 263
🚀 Meet krahets/hello-algo: a gem from today's GitHub trending list.
🔗 https://github.com/krahets/hello-algo
📝 《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
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Hello Algo is an open-source, free, and beginner-friendly data structure and algorithm tutorial. Its purpose is to provide an easy-to-understand and smooth learning curve for newcomers. The key feature of this project is its use of
animated illustrations and one-click runnable code to help readers learn by practicing and exploring the underlying implementation of data structures and algorithms.
To get started, you can read it online or download the PDF or EPUB version. The project supports multiple programming languages, including Python, Java, C++, JavaScript, and many more.
From a technical standpoint, Hello Algo uses a variety of tools and technologies to create an engaging learning experience. The project is ideal for beginners, students, and anyone looking to improve their understanding of data structures and algorithms.
In terms of contributing to the project, there are several ways to get involved, including content correction, code translation, and translation review. The project is licensed under CC BY-NC-SA 4.0, which allows for non-commercial use, sharing, and adaptation.
Overall, Hello Algo is a valuable resource for anyone looking to learn data structures and algorithms in a fun and interactive way. So, what are you waiting for? Dive into the world of algorithms and start coding with Hello Algo today - and remember, learning to code is just a click away!
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🧠 Channel: https://t.me/GithubRe
14 263
💡 penpot/penpot just hit the trending charts — here's why it matters.
🔗 https://github.com/penpot/penpot
📝 Penpot: The open-source design tool for design and code collaboration
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Penpot is an open-source design platform for teams that build digital products at scale, giving them full ownership of their design infrastructure. It's built on open source, supports self-hosting, and works with open standards like SVG, CSS, HTML, and JSON.
Key features include real-time collaboration, design tokens for consistency, and a powerful open API for automation and integrations. The platform is designed for developers, with features like inspect mode and support for webhooks.
Penpot offers a full-stack design platform for building scalable design systems and integrated product development processes. It's perfect for teams that need security, flexibility, and ownership without vendor lock-in.
To get started, you can use Penpot in the cloud or deploy it on your own servers. The community is active, with many resources available, including tutorials, documentation, and a contributing guide.
Penpot is licensed under the
Mozilla Public License, v. 2.0.
Takeaway: Penpot is the ultimate open-source design platform that puts teams in control of their design infrastructure, and that's a game-changer!
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🧠 Channel: https://t.me/GithubRe
14 263
🎯 continuedev/continue landed on trending. Worth a proper look.
🔗 https://github.com/continuedev/continue
📝 open-source coding agent
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The Continue project is an open-source coding agent that's available as a CLI, VS Code extension, and JetBrains plugin. Although the repository is no longer actively maintained, it's still a valuable resource for developers.
To get started, you can check out the Continue Docs for configuration, customization, and usage information.
The final 2.0.0 release includes a polished version of the
VS Code extension, CLI, and JetBrains plugin, with features like removed anonymous telemetry and bug fixes.
The project is licensed under Apache 2.0 and has a community-driven codebase.
One-liner takeaway: Continue may be discontinued, but its open-source codebase remains a pioneering foundation for AI-powered coding tools.
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🧠 Channel: https://t.me/GithubRe
14 263
🔥 RocketChat/Rocket.Chat is trending — and it deserves your attention.
🔗 https://github.com/RocketChat/Rocket.Chat
📝 The Secure CommsOS™ for mission-critical operations
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Rocket.Chat is an open-source, secure communications platform for teams, developed in
TypeScript. It offers real-time conversations, file sharing, and audio/video conferencing. With end-to-end encryption and role-based access control, it ensures data protection.
Key features include deployment flexibility, customizable workspaces, and integration with external systems. Rocket.Chat supports various deployment methods, including Docker, Podman, and Kubernetes.
The platform is used by millions of users worldwide, including organizations like Deutsche Bahn and Credit Suisse. It has desktop and mobile apps for seamless communication.
Rocket.Chat is designed for teams, organizations, and developers looking for a secure and customizable communication solution.
With a strong focus on community involvement and open-source development, Rocket.Chat is a platform that's constantly evolving.
Rocket.Chat is the ultimate secure communication solution for teams - join the community and experience it for yourself!
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🧠 Channel: https://t.me/GithubRe14 263
💡 google-research/timesfm just hit the trending charts — here's why it matters.
🔗 https://github.com/google-research/timesfm
📝 TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
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Introducing TimesFM: a pretrained time-series foundation model developed by Google Research for time-series forecasting.
The model is pretrained and available for use, with a
paper detailing its development and capabilities. TimesFM has been integrated into various Google products, including BigQuery ML and Google Sheets, for easy access and scalability.
To get started with TimesFM, you can install it via PyPI using pip install timesfm[torch] or pip install timesfm[flax]. The model also supports XReg for covariate support.
Some of the key features of TimesFM include:
- ForecastConfig for customizing forecasting settings
- Support for continuous quantile forecast
- Flax version for faster inference
Here's an example of how to use TimesFM:
import torch
import numpy as np
import timesfm
model = timesfm.TimesFM_2p5_200M_torch.from_pretrained("google/timesfm-2.5-200m-pytorch")
model.compile(timesfm.ForecastConfig(...))
point_forecast, quantile_forecast = model.forecast(...)14 263
🌟 obra/superpowers caught my eye on GitHub Trending today.
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a software development methodology that transforms your coding agents into powerhouses. Its purpose is to make your agent use composable skills and initial instructions to ensure effective coding. The key features include brainstorming, test-driven development, systematic debugging, and collaboration tools.
To use Superpowers, you can install it via various platforms like Claude Code, Antigravity, Codex App, and more. The installation process differs depending on the harness you use.
From a technical standpoint, Superpowers uses a skills library that includes testing, debugging, collaboration, and meta skills. It also emphasizes test-driven development, systematic over ad-hoc approaches, complexity reduction, and evidence over claims.
The target audience for Superpowers includes coding agents, developers, and anyone looking to streamline their coding process.
In a nutshell, Superpowers is a game-changer for coding agents - with Superpowers, your agent doesn't just write code, it crafts solutions.
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🧠 Channel: https://t.me/GithubRe
14 263
⚡ meshery/meshery is making waves. Here's the full picture.
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is a cloud native manager that enables the design and management of Kubernetes-based infrastructure and applications. It offers visual and collaborative GitOps, freeing you from YAML while managing multi-cluster deployments. Key features include
infrastructure lifecycle management, multiple Kubernetes clusters and clouds, and visually managing infrastructure. Meshery provides a single pane of glass to manage multiple clusters and supports 380+ integrations. It's perfect for teams looking to collaborate on cloud native projects with features like Workspaces and Environments. With Meshery, you can manage your connections and credentials with ease and preview changes to your infrastructure before merging. Meshery is a self-service engineering platform that simplifies cloud native management - try it now and transform your cloud native experience!
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🧠 Channel: https://t.me/GithubRe
14 263
🚀 Meet Panniantong/Agent-Reach: a gem from today's GitHub trending list.
🔗 https://github.com/Panniantong/Agent-Reach
📝 Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
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Agent Reach 是一个让 AI Agent 拥有互联网能力的工具。它通过一键安装，让你的 AI Agent 可以读网页、搜索 Twitter、看 YouTube、刷小红书 等。
它的关键特点包括：
-
完全免费：所有工具开源，所有 API 免费
- 隐私安全：Cookie 只存在你本地，不上传不外传
- 持续换代：每个平台都是「首选 + 备选」多后端路由
使用方法非常简单：
- 安装：帮我安装 Agent Reach：https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
- 更新：帮我更新 Agent Reach：https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md
支持的平台包括：
- 网页
- YouTube
- RSS
- 全网搜索
- GitHub
- Twitter
- B站
- Reddit
- 小红书
- LinkedIn
技术亮点是：
- 每个平台 = 首选 + 备选的有序后端列表
- agent-reach doctor 告诉你每个渠道的状态
适合的受众是：
- AI 爱好者
- 研发人员
- 互联网企业
一句话总结：Agent Reach 让你的 AI Agent 拥有互联网能力，简单、免费、安全。
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🧠 Channel: https://t.me/GithubRe
14 263
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14 263
🔍 Deep-diving into n0-computer/iroh — fresh off the trending list.
🔗 https://github.com/n0-computer/iroh
📝 IP addresses break, dial keys instead. Modular networking stack in Rust.
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Iroh is an open-source project that provides a unique approach to networking by allowing users to connect to each other using public keys. The project's main goal is to reduce the complexity of networking and make it more efficient.
At its core, iroh is built on top of the
QUIC protocol, which provides features like authenticated encryption, concurrent streams, and datagram transport. The project also includes a relay system that helps establish connections between users, even if they are behind firewalls or NATs.
One of the key features of iroh is its ability to "hole-punch" - establishing a direct connection between two users, even if they are behind firewalls or NATs. If hole-punching is not possible, iroh falls back to using public relay servers.
Iroh is designed to be highly extensible, with a number of pre-existing protocols built on top of it, including iroh-blobs for content-addressed blob transfer and iroh-gossip for establishing publish-subscribe overlay networks.
To get started with iroh, users can install the Rust library using cargo add iroh and then use the library to establish connections to other users. The project also provides a number of examples and documentation to help users get started.
The iroh project is licensed under the Apache 2.0 and MIT licenses, and contributions are welcome.
Overall, iroh is a powerful and flexible networking platform that has the potential to revolutionize the way we think about networking - connect to anyone, anywhere, with just a public key.
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🧠 Channel: https://t.me/GithubRe14 263
📌 Spotted on GitHub Trending: DeusData/codebase-memory-mcp — let's break it down.
🔗 https://github.com/DeusData/codebase-memory-mcp
📝 High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
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The codebase-memory-mcp GitHub repository offers the fastest and most efficient code intelligence engine for AI coding agents, capable of full-indexing an average repository in milliseconds. This engine features high-quality parsing across 158 languages through tree-sitter AST analysis and
Hybrid LSP semantic type resolution for languages like Python, TypeScript, and Java.
The repository provides 14 MCP tools, including search, trace, architecture, impact analysis, and dead code detection, and supports 11 coding agents with a single static binary. Key features include extreme indexing speed, plug-and-play installation, and built-in graph visualization.
The codebase-memory-mcp has been evaluated across 31 real-world repositories, demonstrating high answer quality and efficiency. It's designed with security and trust in mind, with every release binary signed, checksummed, and scanned by antivirus engines.
To get started, users can install the engine using a one-line command and access the graph visualization UI at localhost:9749. With its cutting-edge technology and user-friendly interface, codebase-memory-mcp is the ultimate tool for coding agents - supercharge your coding experience with the power of AI-driven code intelligence.
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🧠 Channel: https://t.me/GithubRe
14 263
🎯 freeCodeCamp/freeCodeCamp landed on trending. Worth a proper look.
🔗 https://github.com/freeCodeCamp/freeCodeCamp
📝 freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
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freeCodeCamp is a non-profit platform that offers a completely free and self-paced full-stack web development and machine learning curriculum. With
thousands of interactive coding challenges, you can expand your skills and earn free developer certifications in areas like Responsive Web Design, JavaScript, and Python.
The platform is community-driven, with a forum, YouTube channel, and Discord server where you can get help, feedback, and connect with other developers. To report bugs or security issues, you can create a new GitHub issue or follow the steps outlined in the security policy.
The codebase is open-source and licensed under the BSD-3-Clause license, allowing you to contribute to the community and help others learn to code. With its donor-supported 501(c)(3) charity status, freeCodeCamp has already helped over 100,000 people get their first developer job.
Whether you're a beginner or an experienced developer, freeCodeCamp has something for everyone. So, what are you waiting for? Join the community today and start coding your way to a new career! Learn to code, change your life: code for free, certify for free, and get hired.
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🧠 Channel: https://t.me/GithubRe