Available now! Telegram Research 2025 โ the year's key insights 
Github Top Repositories
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Top GitHub repositories in one place ๐ Explore the best projects in programming, AI, data science, and more.
Show more๐ 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 13 330 subscribers, ranking 15 272 in the Education category and 32 126 in the India region.
๐ Audience metrics and dynamics
Since its creation on ะฝะตะฒัะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 13 330 subscribers.
According to the latest data from 15 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 413 over the last 30 days and by 8 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 0.79% reactions from the total number of subscribers.
- Post reach: On average, each post receives 143 views. Within the first day, a publication typically gains 105 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.
๐ Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
โTop GitHub repositories in one place ๐
Explore the best projects in programming, AI, data science, and more.โ
Thanks to the high frequency of updates (latest data received on 16 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.
13 330
Subscribers
+824 hours
+927 days
+41330 days
Posts Archive
13 330
๐ฅ Trending Repository: livekit
๐ Description: End-to-end realtime stack for connecting humans and AI
๐ Repository URL: https://github.com/livekit/livekit
๐ Website: https://docs.livekit.io
๐ Readme: https://github.com/livekit/livekit#readme
๐ Statistics:
๐ Stars: 14.6K stars
๐ Watchers: 154
๐ด Forks: 1.4K forks
๐ป Programming Languages: Go
๐ท๏ธ Related Topics:
#golang #video #webrtc #voice #media_server #sfu #voice_ai================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: awesome-mcp-servers
๐ Description: A collection of MCP servers.
๐ Repository URL: https://github.com/punkpeye/awesome-mcp-servers
๐ Website: https://glama.ai/mcp/servers
๐ Readme: https://github.com/punkpeye/awesome-mcp-servers#readme
๐ Statistics:
๐ Stars: 69.6K stars
๐ Watchers: 461
๐ด Forks: 5.7K forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
#ai #mcp================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: milvus
๐ Description: Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
๐ Repository URL: https://github.com/milvus-io/milvus
๐ Website: https://milvus.io
๐ Readme: https://github.com/milvus-io/milvus#readme
๐ Statistics:
๐ Stars: 37.1K stars
๐ Watchers: 313
๐ด Forks: 3.4K forks
๐ป Programming Languages: Go - Python - C++ - Shell - Groovy - C
๐ท๏ธ Related Topics:
#golang #distributed #nearest_neighbor_search #cloud_native #image_search #vector_similarity #faiss #anns #rag #hnsw #vector_search #vector_database #llm #embedding_database #embedding_store #vector_store #embedding_similarity #diskann================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: garak
๐ Description: the LLM vulnerability scanner
๐ Repository URL: https://github.com/NVIDIA/garak
๐ Website: https://discord.gg/uVch4puUCs
๐ Readme: https://github.com/NVIDIA/garak#readme
๐ Statistics:
๐ Stars: 5.3K stars
๐ Watchers: 45
๐ด Forks: 577 forks
๐ป Programming Languages: Python - Jinja
๐ท๏ธ Related Topics:
#ai #vulnerability_assessment #security_scanners #llm_security #llm_evaluation================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: expo
๐ Description: An open-source framework for making universal native apps with React. Expo runs on Android, iOS, and the web.
๐ Repository URL: https://github.com/expo/expo
๐ Website: https://docs.expo.dev
๐ Readme: https://github.com/expo/expo#readme
๐ Statistics:
๐ Stars: 43.1K stars
๐ Watchers: 328
๐ด Forks: 8.5K forks
๐ป Programming Languages: TypeScript - Kotlin - Swift - Objective-C - JavaScript - Java
๐ท๏ธ Related Topics:
#react #javascript #android #ios #mobile #framework #typescript #react_native #web #frontend #native #universal #web_framework #native_apps #app_framework #expo================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: genkit
๐ Description: An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit works with various models and platforms.
๐ Repository URL: https://github.com/firebase/genkit
๐ Website: https://genkit.dev
๐ Readme: https://github.com/firebase/genkit#readme
๐ Statistics:
๐ Stars: 3K stars
๐ Watchers: 54
๐ด Forks: 383 forks
๐ป Programming Languages: TypeScript - Go - Python - Shell - JavaScript - CSS
๐ท๏ธ Related Topics:
#ai #agents #multimodal #rag #vector_database #embedders #llm #genkit================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: ROMA
๐ Description: Recursive-Open-Meta-Agent v0.1 (Beta). A meta-agent framework to build high-performance multi-agent systems.
๐ Repository URL: https://github.com/sentient-agi/ROMA
๐ Readme: https://github.com/sentient-agi/ROMA#readme
๐ Statistics:
๐ Stars: 1.4K stars
๐ Watchers: 7
๐ด Forks: 143 forks
๐ป Programming Languages: Python - TypeScript - Jupyter Notebook - Shell - CSS - Makefile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: codebuff
๐ Description: Generate code from the terminal!
๐ Repository URL: https://github.com/CodebuffAI/codebuff
๐ Readme: https://github.com/CodebuffAI/codebuff#readme
๐ Statistics:
๐ Stars: 959 stars
๐ Watchers: 8
๐ด Forks: 129 forks
๐ป Programming Languages: TypeScript - MDX - Go - JavaScript - Shell - CSS
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: ripple
๐ Description: the elegant TypeScript UI framework
๐ Repository URL: https://github.com/trueadm/ripple
๐ Website: https://ripplejs.com
๐ Readme: https://github.com/trueadm/ripple#readme
๐ Statistics:
๐ Stars: 2.8K stars
๐ Watchers: 24
๐ด Forks: 79 forks
๐ป Programming Languages: JavaScript - HTML
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: azure-sdk-for-python
๐ Description: This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs athttps://learn.microsoft.com/python/azure/or our versioned developer docs athttps://azure.github.io/azure-sdk-for-python.
๐ Repository URL: https://github.com/Azure/azure-sdk-for-python
๐ Readme: https://github.com/Azure/azure-sdk-for-python#readme
๐ Statistics:
๐ Stars: 5.1K stars
๐ Watchers: 516
๐ด Forks: 3.1K forks
๐ป Programming Languages: Python - Bicep - PowerShell - Jupyter Notebook - C - Jinja
๐ท๏ธ Related Topics:
#python #azure #azure_sdk #hacktoberfest================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: supabase
๐ Description: The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
๐ Repository URL: https://github.com/supabase/supabase
๐ Website: https://supabase.com
๐ Readme: https://github.com/supabase/supabase#readme
๐ Statistics:
๐ Stars: 88.3K stars
๐ Watchers: 597
๐ด Forks: 9.8K forks
๐ป Programming Languages: TypeScript - MDX - JavaScript - CSS - SCSS - PLpgSQL
๐ท๏ธ Related Topics:
#alternative #postgres #firebase #oauth2 #database #ai #example #nextjs #websockets #realtime #postgresql #auth #postgis #embeddings #postgrest #vectors #deno #supabase #pgvector================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: ghidra
๐ Description: Ghidra is a software reverse engineering (SRE) framework
๐ Repository URL: https://github.com/NationalSecurityAgency/ghidra
๐ Website: https://www.nsa.gov/ghidra
๐ Readme: https://github.com/NationalSecurityAgency/ghidra#readme
๐ Statistics:
๐ Stars: 60.1K stars
๐ Watchers: 1.1k
๐ด Forks: 6.7K forks
๐ป Programming Languages: Java - C++ - HTML - C - Python - Shell
๐ท๏ธ Related Topics:
#reverse_engineering #disassembler #software_analysis================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: ML_course
๐ Description: EPFL Machine Learning Course, Fall 2025
๐ Repository URL: https://github.com/epfml/ML_course
๐ Website: https://www.epfl.ch/labs/mlo/machine-learning-cs-433/
๐ Readme: https://github.com/epfml/ML_course#readme
๐ Statistics:
๐ Stars: 1.4K stars
๐ Watchers: 92
๐ด Forks: 935 forks
๐ป Programming Languages: Jupyter Notebook - Python
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: motia
๐ Description: Modern Backend Framework that unifies APIs, background jobs, workflows, and AI Agents into a single core primitive with built-in observability and state management.
๐ Repository URL: https://github.com/MotiaDev/motia
๐ Website: https://motia.dev
๐ Readme: https://github.com/MotiaDev/motia#readme
๐ Statistics:
๐ Stars: 7.9K stars
๐ Watchers: 54
๐ด Forks: 600 forks
๐ป Programming Languages: TypeScript - MDX - Python - JavaScript - CSS - Ruby
๐ท๏ธ Related Topics:
#javascript #ruby #python #api #framework #ai #backend #agi #developer_tools #agents #genai================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: BillionMail
๐ Description: BillionMail gives you open-source MailServer, NewsLetter, Email Marketing โ fully self-hosted, dev-friendly, and free from monthly fees. Join the discord:https://discord.gg/asfXzBUhZr
๐ Repository URL: https://github.com/aaPanel/BillionMail
๐ Website: http://www.billionmail.com/
๐ Readme: https://github.com/aaPanel/BillionMail#readme
๐ Statistics:
๐ Stars: 10K stars
๐ Watchers: 42
๐ด Forks: 894 forks
๐ป Programming Languages: Go - Shell
๐ท๏ธ Related Topics:
#mail #server #email #postfix #email_marketing #newsletter #smtp #dovecot #newsletters #mailserver #rspamd================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: agno
๐ Description: High-performance runtime for multi-agent systems. Build, run and manage secure multi-agent systems in your cloud.
๐ Repository URL: https://github.com/agno-agi/agno
๐ Website: https://docs.agno.com
๐ Readme: https://github.com/agno-agi/agno#readme
๐ Statistics:
๐ Stars: 33.1K stars
๐ Watchers: 211
๐ด Forks: 4.2K forks
๐ป Programming Languages: Python
๐ท๏ธ Related Topics:
#python #framework #ai #agi #developer_tools #agents================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: GHunt
๐ Description: ๐ต๏ธโโ๏ธ Offensive Google framework.
๐ Repository URL: https://github.com/mxrch/GHunt
๐ Readme: https://github.com/mxrch/GHunt#readme
๐ Statistics:
๐ Stars: 17.4K stars
๐ Watchers: 534
๐ด Forks: 1.5K forks
๐ป Programming Languages: Python
๐ท๏ธ Related Topics:
#google #osint #hideandsec================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: nightingale
๐ Description: Nightingale for monitoring and alerting, just as Grafana for visualization.
๐ Repository URL: https://github.com/ccfos/nightingale
๐ Website: https://n9e.github.io
๐ Readme: https://github.com/ccfos/nightingale#readme
๐ Statistics:
๐ Stars: 11.6K stars
๐ Watchers: 164
๐ด Forks: 1.6K forks
๐ป Programming Languages: Go - Python
๐ท๏ธ Related Topics:
#monitoring #time_series #metrics #alerting #ccf #tsdb #nightingale #observability #open_falcon================================== ๐ง By: https://t.me/DataScienceM
13 330
๐ฅ Trending Repository: material-design-icons
๐ Description: Material Design icons by Google (Material Symbols)
๐ Repository URL: https://github.com/google/material-design-icons
๐ Website: http://google.github.io/material-design-icons/
๐ Readme: https://github.com/google/material-design-icons#readme
๐ Statistics:
๐ Stars: 52.1K stars
๐ Watchers: 1.8k
๐ด Forks: 9.7K forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
#android #ios #web #material #material_design #sprites #icons================================== ๐ง By: https://t.me/DataScienceM
13 330
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