Github Top Repositories

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Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and 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

134

Post views

~ 8724 hours

~ 10148 hours

0.94%

Engagement rate

~ 47

Posts per day

Ads index

beta

Posts Archive

14 262

🔍 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. ────────────────────────────── 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. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

📌 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. ────────────────────────────── 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. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🎯 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. ────────────────────────────── 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. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

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14 262

💡 n0-computer/iroh just hit the trending charts — here's why it matters. 🔗 https://github.com/n0-computer/iroh 📝 IP addresses break, dial keys instead. Modular networking stack in Rust. ────────────────────────────── Iroh is a library that provides an API for dialing by public key, allowing for direct connections between endpoints. Its key features include hole-punching for direct connections, relay servers for fallback connections, and QUIC connections for authenticated encryption and concurrent streams. The library is built on noq and uses QUIC for connections. It also includes pre-existing protocols like iroh-blobs for content-addressed blob transfer and iroh-gossip for publish-subscribe overlay networks. To get started, you can use the Rust library by installing it with cargo add iroh and then establishing connections using the Endpoint and Router APIs. Iroh is suitable for developers who want to establish secure and direct connections between endpoints, and its MIT and Apache 2.0 licenses make it a flexible choice for various projects. In short, iroh makes it easy to connect devices directly and securely, so you can focus on building your application. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🚀 Meet alibaba/zvec: a gem from today's GitHub trending list. 🔗 https://github.com/alibaba/zvec 📝 A lightweight, lightning-fast, in-process vector database ────────────────────────────── Zvec is an open-source, in-process vector database designed for production-grade similarity search. It's lightweight, fast, and embeds directly into applications. Key features include blazing-fast search, support for dense and sparse vectors, full-text search, and hybrid retrieval. zvec offers official SDKs for multiple languages, including Python, Node.js, Go, and Rust. To get started, you can install zvec using pip install zvec or npm install @zvec/zvec. The library runs anywhere, from notebooks to edge devices, and supports concurrent access and durable storage. Here's a simple

example

to demonstrate its usage:


import zvec
schema = zvec.CollectionSchema(name="example", vectors=zvec.VectorSchema("embedding", zvec.DataType.VECTOR_FP32, 4))
collection = zvec.create_and_open(path="./zvec_example", schema=schema)
collection.insert([zvec.Doc(id="doc_1", vectors={"embedding": [0.1, 0.2, 0.3, 0.4]})])
results = collection.query(zvec.VectorQuery("embedding", vector=[0.4, 0.3, 0.3, 0.1]), topk=10)
print(results)

Zvec is ideal for demanding production workloads, delivering exceptional speed and efficiency. With its active community and contributing guide, it's easy to get involved and make Zvec better. One-liner takeaway: Zvec makes vector search and AI applications blazingly fast and super easy to deploy. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

💡 OpenBMB/VoxCPM just hit the trending charts — here's why it matters. 🔗 https://github.com/OpenBMB/VoxCPM 📝 VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning ────────────────────────────── VoxCPM2 is a tokenizer-free Text-to-Speech system that generates continuous speech representations via an end-to-end diffusion autoregressive architecture. It supports 30 languages, voice design, controllable voice cloning, and 48kHz studio-quality audio output. To get started, you can install VoxCPM using pip install voxcpm and use the Python API for text-to-speech, voice design, and voice cloning. For example:

from voxcpm import VoxCPM
model = VoxCPM.from_pretrained("openbmb/VoxCPM2")
wav = model.generate(text="VoxCPM2 is the current recommended release for realistic multilingual speech synthesis.")

The system is fully open-source and commercial-ready, with support for real-time streaming and production deployment using Nano-vLLM or vLLM-Omni. VoxCPM2 is suitable for developers, researchers, and businesses looking for a high-quality and customizable text-to-speech solution. Overall, VoxCPM2 is a powerful tool for multilingual speech synthesis and voice creation - transforming text into realistic speech, one voice at a time. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🔍 Deep-diving into Universal-Debloater-Alliance/universal-android-debloater-next-generation — fresh off the 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. ────────────────────────────── The Universal Android Debloater Next Generation is a tool designed to improve privacy and efficiency on Android devices by removing unnecessary system apps, thus reducing the attack surface and enhancing security. This project is a fork of the original Universal Android Debloater, with the goal of providing a more efficient and secure solution. To use the tool, users can follow the usage guide provided in the project's wiki, which includes getting started instructions, features of the app, and suggested Android app replacements. The project also provides a building from source guide for those who want to get the cutting-edge version. From a technical standpoint, the project uses the Iced GUI library and has a simple, intuitive interface. The tool does not collect or transmit any user data, with the only external connections being GET requests to GitHub for fetching the package list and checking for updates. The project is suitable for anyone looking to debloat their Android device, including power users and developers. For real-time communication and support, users can join the project's Discord guild or use the Matrix bridge. One-liner takeaway: The Universal Android Debloater Next Generation is a powerful tool that helps you take control of your Android device's privacy and security by debloating unnecessary system apps. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🔥 music-assistant/server is trending — and it deserves your attention. 🔗 https://github.com/music-assistant/server 📝 Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike. ────────────────────────────── The Music Assistant Server is a free, open-source media library manager that connects your streaming services and speakers. This server is the core of Music Assistant and should run on an always-on device. Key features include connecting to streaming services and a range of speakers, with a focus on automation. To get started, you can run the server as a Home Assistant Add-on or a Docker container. For more information, check out the documentation at https://music-assistant.io. The server is part of the Open Home Foundation. With its unique approach to media management, Music Assistant is perfect for those looking for a flexible and automated solution. One-stop media management made easy - give Music Assistant a spin and discover a whole new world of sound! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

📌 Spotted on GitHub Trending: cypress-io/cypress — let's break it down. 🔗 https://github.com/cypress-io/cypress 📝 Fast, easy and reliable testing for anything that runs in a browser. ────────────────────────────── Cypress is a fast, easy, and reliable testing framework for anything that runs in a browser. It's designed to make testing seamless, with key features like automatic waiting, network traffic control, and a user-friendly dashboard. You can install Cypress using npm, yarn, or pnpm, and get started with the provided documentation.

npm install cypress --save-dev

yarn add cypress --dev

The Cypress community is active and welcoming contributors, with a clear contributing guideline. It's licensed under the MIT license and has a wide range of users, from developers to testers. Cypress is the perfect tool for anyone looking to streamline their testing process. Test with confidence using Cypress! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

💡 meshery/meshery just hit the trending charts — here's why it matters. 🔗 https://github.com/meshery/meshery 📝 Meshery, the cloud native manager ────────────────────────────── Meshery is an open-source, cloud-native manager that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include visual and collaborative GitOps, infrastructure lifecycle management, and support for 380+ cloud-native integrations. Meshery provides a single pane of glass to manage multiple Kubernetes clusters across different cloud providers, allowing for consistent configuration, operation, and observability. Meshery offers a range of tools, including a catalog of curated design templates, dry-run deployment simulation, and context-aware policies for applications. It also features workspaces for team collaboration and organization, and environments for managing connections and credentials. The target audience for Meshery includes cloud-native developers, DevOps teams, and organizations looking to streamline their Kubernetes management. Meshery is a Cloud Native Computing Foundation (CNCF) project, ensuring its alignment with industry standards and best practices. Overall, Meshery simplifies the management of cloud-native infrastructure, freeing developers from the complexities of YAML and enabling them to focus on building innovative applications. You can try Meshery in your browser using the Cloud Native Playground. One-liner takeaway: Meshery revolutionizes Kubernetes management with its intuitive, collaborative, and extensible platform, empowering developers to build and deploy cloud-native applications with ease. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🔥 puppeteer/puppeteer is trending — and it deserves your attention. 🔗 https://github.com/puppeteer/puppeteer 📝 JavaScript API for Chrome and Firefox ────────────────────────────── Puppeteer is a JavaScript library that provides a high-level API to control Chrome or Firefox over the DevTools Protocol or WebDriver BiDi. It runs in headless mode by default, making it perfect for automation tasks. Key features include a high-level API, headless mode, and support for both Chrome and Firefox. To get started with puppeteer, you can install it using npm i puppeteer or npm i puppeteer-core for a library-only installation. Here's an example of how to use puppeteer:

import puppeteer from 'puppeteer';
const browser = await puppeteer.launch();
const page = await browser.newPage();
await page.goto('https://developer.chrome.com/');

Puppeteer is ideal for developers looking to automate browser tasks, and its high-level API makes it easy to use. With Puppeteer, you can automate beyond recorder - it's not just a tool, it's a game-changer for browser automation. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🌟 iptv-org/iptv caught my eye on GitHub Trending today. 🔗 https://github.com/iptv-org/iptv 📝 Collection of publicly available IPTV channels from all over the world ────────────────────────────── The iptv-org/iptv repository is a collection of publicly available IPTV channels from around the world, offering a wide range of channels for users to access. The key features of this repository include playlists that can be easily accessed and used in any video player that supports live streaming, as well as an Electronic Program Guide (EPG) for most channels. To use, simply paste the link to one of the playlists into a video player and press Open. The repository also includes a database of channel data and an API for further development. This repository is ideal for users looking for free and public IPTV channels, as well as developers who want to build upon the existing API and database. With its easy-to-use playlists and comprehensive EPG, this repository is a great resource for anyone looking to access IPTV channels. You can now stream your favorite channels for free - all in one place! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

14 262

🎯 teslamate-org/teslamate landed on trending. Worth a proper look. 🔗 https://github.com/teslamate-org/teslamate 📝 A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld] ────────────────────────────── TeslaMate is a powerful, self-hosted data logger for your Tesla, written in Elixir and storing data in a Postgres database. It provides high precision drive data recording, automatic address lookup, and easy integration into Home Assistant, Node-Red, and Telegram via MQTT. The project is licensed under the GNU Affero General Public License v3.0 (AGPLv3), ensuring it remains free and open for everyone. Key features include customizable theme mode, geo-fencing, charge cost tracking, and support for multiple vehicles per Tesla account. The project also includes a range of dashboards, such as battery health, charge level, and drive stats, which can be visualized using Grafana. To get started, users can access the official documentation at https://docs.teslamate.org and obtain the software from the official GitHub repository. It's essential to use only the official version to protect against malicious forks and data theft. TeslaMate is ideal for Tesla owners who want to track their vehicle's data and optimize their driving experience. With its open-source nature and active community of contributors, TeslaMate is a reliable and constantly evolving solution. Takeaway: Unlock the full potential of your Tesla with TeslaMate, the ultimate self-hosted data logger. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe