Available now! Telegram Research 2025 β the year's key insights 
Github Top Repositories
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Top GitHub repositories in one place π Explore the best projects in programming, AI, data science, and more.
Show moreπ 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 13 325 subscribers, ranking 15 285 in the Education category and 32 229 in the India region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 13 325 subscribers.
According to the latest data from 14 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 400 over the last 30 days and by 18 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 1.07%. Within the first 24 hours after publication, content typically collects 0.75% reactions from the total number of subscribers.
- Post reach: On average, each post receives 143 views. Within the first day, a publication typically gains 100 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.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βTop GitHub repositories in one place π
Explore the best projects in programming, AI, data science, and more.β
Thanks to the high frequency of updates (latest data received on 15 June, 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.
13 325
Subscribers
+1824 hours
+947 days
+40030 days
Posts Archive
13 327
π₯ Trending Repository: elasticsearch
π Description: Free and Open Source, Distributed, RESTful Search Engine
π Repository URL: https://github.com/elastic/elasticsearch
π Website: https://www.elastic.co/products/elasticsearch
π Readme: https://github.com/elastic/elasticsearch#readme
π Statistics:
π Stars: 73.9K stars
π Watchers: 2.7k
π΄ Forks: 25.5K forks
π» Programming Languages: Java - Groovy - StringTemplate - Shell - ANTLR - Dockerfile
π·οΈ Related Topics:
#java #search_engine #elasticsearch================================== π§ By: https://t.me/DataScienceM
13 327
Repost from Machine Learning with Python
Visualization of Python objects and references
Many beginner Python developers face confusion when working with mutability and references between variables. It is especially difficult to understand during debugging of complex data structures when it is unclear how exactly they are connected. β¨οΈ
So here is memory_graph β an open-source tool for visualizing Python objects and references. It shows the data structure, call stack, and connections between variables.
π Link: https://github.com/bterwijn/memory_graph?tab=readme-ov-file
It also supports working with recursion and structures such as binary trees or linked lists.
Works in VS Code, Jupyter, PyCharm, and is available online without installation.
π more: https://memory-graph.com/#breakpoints=8&continues=1×tep=1.0&play
π https://t.me/CodeProgrammer
13 327
π₯ Trending Repository: NekoBoxForAndroid
π Description: NekoBox for Android / sing-box / universal proxy toolchain for Android
π Repository URL: https://github.com/MatsuriDayo/NekoBoxForAndroid
π Website: https://matsuridayo.github.io/
π Readme: https://github.com/MatsuriDayo/NekoBoxForAndroid#readme
π Statistics:
π Stars: 16.1K stars
π Watchers: 111
π΄ Forks: 1.3K forks
π» Programming Languages: Kotlin - Java - Go
π·οΈ Related Topics:
#android #proxy #shadowsocks #vpn #trojan #gfw #vmess #sing_box================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: intellij-community
π Description: IntelliJ IDEA & IntelliJ Platform
π Repository URL: https://github.com/JetBrains/intellij-community
π Website: https://jetbrains.com/idea
π Readme: https://github.com/JetBrains/intellij-community#readme
π Statistics:
π Stars: 18.8K stars
π Watchers: 537
π΄ Forks: 5.6K forks
π» Programming Languages: Java - Kotlin - Python - HTML - Starlark - JavaScript
π·οΈ Related Topics:
#intellij #ide #code_editor #intellij_platform #intellij_community================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: youtube-dl
π Description: Command-line program to download videos from YouTube.com and other video sites
π Repository URL: https://github.com/ytdl-org/youtube-dl
π Website: http://ytdl-org.github.io/youtube-dl/
π Readme: https://github.com/ytdl-org/youtube-dl#readme
π Statistics:
π Stars: 137K stars
π Watchers: 2.2k
π΄ Forks: 10.5K forks
π» Programming Languages: Python
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: mindsdb
π Description: AI Analytics Engine that can answer questions over large scale data. - The only MCP Server you'll ever need
π Repository URL: https://github.com/mindsdb/mindsdb
π Website: https://mindsdb.com
π Readme: https://github.com/mindsdb/mindsdb#readme
π Statistics:
π Stars: 35.9K stars
π Watchers: 431
π΄ Forks: 5.8K forks
π» Programming Languages: Python - Dockerfile - HCL - Makefile - HTML - Mako
π·οΈ Related Topics:
#ai #analytics #mcp #databases #agi #business_intelligence #agents #rag #artificial_inteligence #llms================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: mlx-swift-examples
π Description: Examples using MLX Swift
π Repository URL: https://github.com/ml-explore/mlx-swift-examples
π Readme: https://github.com/ml-explore/mlx-swift-examples#readme
π Statistics:
π Stars: 2.1K stars
π Watchers: 30
π΄ Forks: 306 forks
π» Programming Languages: Swift
π·οΈ Related Topics:
#mlx================================== π§ By: https://t.me/DataScienceM
13 327
![π₯ Trending Repository: AI-Researcher π Description: [NeurIPS2025] "AI-Researcher: Autonomous Scientific Innovation" -- A pr](data:image/jpeg;base64,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)
π₯ Trending Repository: AI-Researcher
π Description: [NeurIPS2025] "AI-Researcher: Autonomous Scientific Innovation" -- A production-ready version:https://novix.science/chat
π Repository URL: https://github.com/HKUDS/AI-Researcher
π Website: https://arxiv.org/abs/2505.18705
π Readme: https://github.com/HKUDS/AI-Researcher#readme
π Statistics:
π Stars: 2.5K stars
π Watchers: 26
π΄ Forks: 312 forks
π» Programming Languages: Python
π·οΈ Related Topics:
#ai_researcher================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: ticket-purchase
π Description: 倧麦θͺε¨ζ’η₯¨οΌζ―ζδΊΊεγεεΈγζ₯ζεΊζ¬‘γδ»·ζ Όιζ©
π Repository URL: https://github.com/WECENG/ticket-purchase
π Readme: https://github.com/WECENG/ticket-purchase#readme
π Statistics:
π Stars: 2.5K stars
π Watchers: 9
π΄ Forks: 362 forks
π» Programming Languages: Python
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: linux
π Description: Linux kernel source tree
π Repository URL: https://github.com/torvalds/linux
π Readme: https://github.com/torvalds/linux#readme
π Statistics:
π Stars: 203K stars
π Watchers: 7.7k
π΄ Forks: 57.8K forks
π» Programming Languages: C - Assembly - Shell - Python - Makefile - Rust
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: deep-chat
π Description: Fully customizable AI chatbot component for your website
π Repository URL: https://github.com/OvidijusParsiunas/deep-chat
π Website: https://deepchat.dev
π Readme: https://github.com/OvidijusParsiunas/deep-chat#readme
π Statistics:
π Stars: 2.8K stars
π Watchers: 40
π΄ Forks: 367 forks
π» Programming Languages: TypeScript - MDX - JavaScript - CSS - Java - Elixir
π·οΈ Related Topics:
#react #chat #files #angular #image #ai #component #vue #solid #nextjs #chatbot #speech #svelte #openai #cohere #huggingface #ai_chatbot #react_chatbot #chatgpt================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: odoo
π Description: Odoo. Open Source Apps To Grow Your Business.
π Repository URL: https://github.com/odoo/odoo
π Website: https://www.odoo.com
π Readme: https://github.com/odoo/odoo#readme
π Statistics:
π Stars: 45.9K stars
π Watchers: 1.5k
π΄ Forks: 29.6K forks
π» Programming Languages: Python - JavaScript - SCSS - Fluent - CSS - HTML
π·οΈ Related Topics:
#python #business #erp #apps #management #odoo #odoo_apps================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: aipyapp
π Description: AI-Powered Python & Python-Powered AI (Python-Use)
π Repository URL: https://github.com/knownsec/aipyapp
π Website: https://aipy.app
π Readme: https://github.com/knownsec/aipyapp#readme
π Statistics:
π Stars: 2.1K stars
π Watchers: 14
π΄ Forks: 169 forks
π» Programming Languages: Python - HTML - Jinja
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: copyparty
π Description: Portable file server with accelerated resumable uploads, dedup, WebDAV, FTP, TFTP, zeroconf, media indexer, thumbnails++ all in one file, no deps
π Repository URL: https://github.com/9001/copyparty
π Readme: https://github.com/9001/copyparty#readme
π Statistics:
π Stars: 30.3K stars
π Watchers: 111
π΄ Forks: 1.2K forks
π» Programming Languages: Python - JavaScript - CSS - Shell - HTML - Nix
π·οΈ Related Topics:
#file_sharing #file_server #file_upload_server #ftp_server #webdav_server #tftp_server #nas_frontend #copyparty================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: OM1
π Description: Modular AI runtime for robots
π Repository URL: https://github.com/OpenMind/OM1
π Website: https://openmind.org
π Readme: https://github.com/OpenMind/OM1#readme
π Statistics:
π Stars: 393 stars
π Watchers: 15
π΄ Forks: 94 forks
π» Programming Languages: Python - C++ - MDX - C - CMake - HTML
π·οΈ Related Topics:
#robotics #multiagent #ros2 #zenoh #llm================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: loki
π Description: Like Prometheus, but for logs.
π Repository URL: https://github.com/grafana/loki
π Website: https://grafana.com/loki
π Readme: https://github.com/grafana/loki#readme
π Statistics:
π Stars: 26.5K stars
π Watchers: 377
π΄ Forks: 3.8K forks
π» Programming Languages: Go - TypeScript - Jsonnet - Smarty - Makefile - Ruby
π·οΈ Related Topics:
#grafana #logging #prometheus #loki #cloudnative #hacktoberfest================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: tldraw
π Description: very good whiteboard SDK / infinite canvas SDK
π Repository URL: https://github.com/tldraw/tldraw
π Website: https://tldraw.dev
π Readme: https://github.com/tldraw/tldraw#readme
π Statistics:
π Stars: 41.9K stars
π Watchers: 166
π΄ Forks: 2.7K forks
π» Programming Languages: TypeScript - MDX - CSS - JavaScript - HTML - PLpgSQL
π·οΈ Related Topics:
#react #drawing #design #sync #sdk #canvas #diagram #multiplayer #sketch #collaboration #whiteboard #infinite================================== π§ By: https://t.me/DataScienceM
13 327
π₯ Trending Repository: opcode
π Description: A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more.
π Repository URL: https://github.com/winfunc/opcode
π Website: https://opcode.sh
π Readme: https://github.com/winfunc/opcode#readme
π Statistics:
π Stars: 16.7K stars
π Watchers: 88
π΄ Forks: 1.2K forks
π» Programming Languages: TypeScript - Rust - CSS
π·οΈ Related Topics:
#rust #ide #cursor #claude #tauri #llm #anthropic #claude_ai #anthropic_claude #claude_4 #llm_code #claude_code #claude_4_sonnet #claude_code_sdk #claude_4_opus================================== π§ By: https://t.me/DataScienceM
13 327
π Swiftproxy β Fast, Secure, and Reliable Proxies for Every Project
Looking for proxies that are stable, high-speed, and ready for any online task? Swiftproxy is your go-to solution! From web scraping and data analytics to automation and competitive research, our proxies help you work smarter, faster, and without limits.
π https://www.swiftproxy.net/?ref=python53
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π https://www.swiftproxy.net/?ref=python53
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π«Join Swiftproxy Now: https://t.me/swiftproxynetofficial
13 327
π₯ Trending Repository: charts
π Description: Bitnami Helm Charts
π Repository URL: https://github.com/bitnami/charts
π Website: https://bitnami.com
π Readme: https://github.com/bitnami/charts#readme
π Statistics:
π Stars: 10K stars
π Watchers: 101
π΄ Forks: 10.1K forks
π» Programming Languages: Smarty - Go - JavaScript - Python - Shell - Jupyter Notebook
π·οΈ Related Topics:
#kubernetes #charts #vmware #helm #helm_charts #bitnami================================== π§ By: https://t.me/DataScienceM
