Data / Repositories / Large language models
Large language models repositories on GitHub: 25 ranked by stars
25 public repositories tagged Large language models are on GitHub, with 393,162 stars between them; 16 had a push in the last 30 days. Most are written in Python (10), TypeScript (4), Jupyter Notebook (1). The most starred: langflow-ai/langflow (155,662), mlabonne/llm-course (83,578), langfuse/langfuse (35,820).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| langflow-ai/langflow | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | Python | 155,662 | 10,223 | MIT | Oct 14 | Oct 14 |
| mlabonne/llm-course | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. | 83,578 | 9,731 | Apache-2.0 | Feb 5 | Oct 14 | |
| langfuse/langfuse | Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform. | TypeScript | 35,820 | 3,987 | Oct 14 | Oct 14 | |
| agentscope-ai/agentscope | Build and run agents you can see, understand and trust. | Python | 33,246 | 3,657 | Apache-2.0 | Oct 14 | Oct 14 |
| dipakkr/awesome-ai-engineering | A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems. | 22,382 | 4,834 | MIT | Jun 17 | Oct 14 | |
| steven2358/awesome-generative-ai | A curated list of modern Generative Artificial Intelligence projects and services | 12,738 | 2,339 | CC0-1.0 | Oct 11 | Oct 14 | |
| The-Pocket/PocketFlow | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | Python | 11,230 | 1,214 | MIT | Jul 26 | Oct 11 |
| KalyanKS-NLP/llm-engineer-toolkit | A curated list of 120+ LLM libraries category wise. | 10,883 | 1,711 | Apache-2.0 | Oct 3 | Oct 11 | |
| ashishps1/learn-ai-engineering | Learn AI and LLMs from scratch using free resources | 6,120 | 1,455 | GPL-3.0 | Feb 5 | Oct 14 | |
| Observal/Observal | Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your… | Python | 4,468 | 1,135 | Apache-2.0 | Oct 14 | Oct 14 |
| EvolvingLMMs-Lab/lmms-eval | One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks | Python | 4,448 | 674 | Oct 14 | Oct 14 | |
| algorithmicsuperintelligence/optillm | Optimizing inference proxy for LLMs | Python | 4,317 | 394 | Apache-2.0 | Oct 11 | Oct 14 |
| Andrew-Jang/RAGHub | A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem. | 2,010 | 187 | MIT | Jul 28 | Oct 11 | |
| zi-yue-1129/DATAGEN | DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. | Python | 1,809 | 254 | MIT | Oct 14 | Oct 14 |
| victordibia/designing-multiagent-systems | Building LLM-Enabled Multi Agent Applications from Scratch | Python | 1,350 | 281 | Apache-2.0 | Aug 24 | Oct 8 |
| curiousily/AI-Bootcamp | Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss… | Jupyter Notebook | 954 | 295 | MIT | Oct 11 | Oct 14 |
| yuniko-software/minecraft-mcp-server | A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and… | TypeScript | 780 | 102 | Apache-2.0 | Apr 4 | Oct 14 |
| amitshekhariitbhu/ai-engineering-course | AI Engineering Course - A free and complete AI Engineering Course to learn AI Engineering step by step - from Machine Learning, Neural Networks, and Transformers to LLMs… | Markdown | 530 | 101 | Apache-2.0 | Oct 14 | Oct 15 |
| ErickWendel/erickwendel-contributions-mcp | A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms | TypeScript | 374 | 29 | MIT | Jan 8 | Oct 14 |
| Sidiora-Labs/centra-gideon-agent | The companion AI agent that learns, adapts and gets the work done no matter the task | Python | 217 | 33 | Apache-2.0 | Oct 8 | Oct 15 |
| kennethleungty/Finance-LLMs | Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services | 143 | 26 | MIT | Aug 25 | Oct 14 | |
| ChaoYue0307/awesome-graph-engineering | Engineer the organization, not just the agent. 601 curated resources · 9 design layers · 11 sections · 279 papers & preprints — a field guide, CC0 open dataset, and interactive… | Python | 42 | 7 | CC0-1.0 | Sep 26 | Oct 14 |
| tayyabimam1/awesome-ai-agent-stack | Curated map of 3,000+ open-source AI agent tools: coding agents, agent frameworks, MCP servers, RAG, memory and local LLMs, sorted by layer and ranked by GitHub stars. | TypeScript | 28 | 6 | CC-BY-4.0 | Oct 14 | Oct 14 |
| sajadh76/awesome-AI-tools | A curated list of AI-based tools for different purposes | 24 | 65 | MIT | Oct 11 | Oct 14 | |
| srebroa/Awesome-LLM-VLM-Foundation-Models | Awesome curated list of LLM, VLM and other Foundation Models | 9 | 0 | Oct 12 | Oct 14 |
By language
- Python 10
- TypeScript 4
Related topics
- LLM 16
- Artificial intelligence 11
- Agents 10
- Generative AI 10
- Machine learning 8
- Agentic AI 8
- MCP 7
- AI 7
- Prompt engineering 6
- RAG 6
- AI agents 5
- Awesome list 5
Read from GitHub by SpecStream between October 8, 2026 and October 15, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.