Top LLMs repositories

Biggest movers this week

git clone https://github.com/mcp-use/mcp-use.git

git clone https://github.com/Mai-with-u/MaiBot && cd MaiBot && docker compose up -d

git clone https://github.com/lance-format/lance.git

git clone https://github.com/multimodal-art-projection/YuE.git

git clone https://github.com/ml-explore/mlx-lm.git

git clone https://github.com/Arize-ai/phoenix && cd phoenix && docker compose up -d

Top 69 on the Elo ladder

1. #69
   microsoft/generative-ai-for-beginners

   21 Lessons, Get Started Building with Generative AI

   • Legendary #69

   2,286 Elo −50123kJupyter Notebook
2. #74
   ollama/ollama

   Run Llama, Gemma, Qwen and other open models locally behind a simple CLI and REST API.

   • Legendary #74

   2,277 Elo −46187kGo
3. #99
   open-webui/open-webui

   Self-hosted chat UI for Ollama and OpenAI-compatible APIs, with RAG, tools and multi-user support.

   • Legendary #99

   2,237 Elo −4158kSvelte
4. #105
   666ghj/MiroFish

   A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

   • Diamond I

   2,230 Elo −3585.6kPython
5. #109
   Shubhamsaboo/awesome-llm-apps

   100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

   • Diamond I

   2,227 Elo −3144kPython
6. #239
   crewAIInc/crewAI

   Framework for orchestrating role-playing AI agents that collaborate on multi-step tasks.

   • Diamond II

   2,101 Elo −260.9kPython
7. #246
   patchy631/ai-engineering-hub

   In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

   • Diamond II

   2,098 Elo −7241.9kJupyter Notebook
8. #257
   unslothai/unsloth

   Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4…

   • Diamond II

   2,089 Elo 79.5kPython
9. #405
   dair-ai/Prompt-Engineering-Guide

   🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

   • Diamond III

   2,013 Elo −1880.1kMDX
10. #482
    HKUDS/nanobot

    Your lightweight open-source personal agent.

    • Diamond IV

    1,981 Elo −1250.1kPython
11. #489
    agentscope-ai/QwenPaw

    Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps…

    • Diamond IV

    1,979 Elo −137.7kTypeScript
12. #654
    getzep/graphiti

    Build Real-Time Knowledge Graphs for AI Agents

    • Diamond V

    1,928 Elo −2332.8kPython
13. #674
    assafelovic/gpt-researcher

    An autonomous agent that conducts deep research on any data using any LLM providers

    • Diamond V

    1,923 Elo −430.7kPython
14. #808
    666ghj/BettaFish

    微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

    • Emerald I

    1,893 Elo +2742.7kPython
15. #820
    humanlayer/12-factor-agents

    What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of…

    • Emerald I

    1,891 Elo +3127.2kTypeScript
16. #876
    aishwaryanr/awesome-generative-ai-guide

    A one stop repository for generative AI research updates, interview resources, notebooks and much more!

    • Emerald I

    1,879 Elo −1530.2kHTML
17. #889
    PrefectHQ/fastmcp

    🚀 The fast, Pythonic way to build MCP servers and clients.

    • Emerald I

    1,877 Elo +3228.5kPython
18. #906
    multimodal-art-projection/YuE

    YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

    • Emerald I

    1,874 Elo +7813.5kPython
19. #932
    GokuMohandas/Made-With-ML

    Learn how to develop, deploy and iterate on production-grade ML applications.

    • Emerald II

    1,869 Elo −5250kJupyter Notebook
20. #957
    google/adk-python

    An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with…

    • Emerald II

    1,864 Elo +922.2kPython
21. #987
    NirDiamant/GenAI_Agents

    50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex…

    • Emerald II

    1,858 Elo −824.9kJupyter Notebook
22. #1,118
    charmbracelet/crush

    Glamourous agentic coding for all 💘

    • Emerald II

    1,838 Elo −1329kGo
23. #1,125
    HandsOnLLM/Hands-On-Large-Language-Models

    Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

    • Emerald III

    1,837 Elo −6730.1kJupyter Notebook
24. #1,127
    NirDiamant/RAG_Techniques

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique…

    • Emerald III

    1,837 Elo −4730.3kJupyter Notebook
25. #1,160
    microsoft/graphrag

    A modular graph-based Retrieval-Augmented Generation (RAG) system

    • Emerald III

    1,833 Elo −3236.6kPython
26. #1,287
    dyad-sh/dyad

    Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternative 🌟 Star if you like it!

    • Emerald III

    1,815 Elo −1622.2kTypeScript
27. #1,492
    Arize-ai/phoenix

    AI Observability & Evaluation

    • Emerald IV

    1,785 Elo +6612.3kPython
28. #1,690
    NirDiamant/agents-towards-production

    End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

    • Emerald V

    1,762 Elo +921.9kJupyter Notebook
29. #1,717
    LC044/WeChatMsg
    • Emerald V

    1,759 Elo −5542.3k
30. #1,986
    AccumulateMore/CV

    ✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

    • Platinum I

    1,729 Elo −6724.2kJupyter Notebook
31. #2,226
    humanlayer/humanlayer

    The best way to get AI coding agents to solve hard problems in complex codebases.

    • Platinum II

    1,703 Elo −712.8kTypeScript
32. #2,303
    Nasiko-Labs/nasiko

    The Open Runtime for AI Agents

    • Platinum II

    1,695 Elo −19011.9kRust
33. #2,313
    Mai-with-u/MaiBot

    MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the…

    • Platinum III

    1,694 Elo +897kPython
34. #2,402
    langchain4j/langchain4j

    LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a…

    • Platinum III

    1,685 Elo +1213.4kJava
35. #2,461
    Cinnamon/kotaemon

    An open-source RAG-based tool for chatting with your documents.

    • Platinum III

    1,679 Elo −5725.9kPython
36. #2,547
    OpenDCAI/DataFlow

    [SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.

    • Platinum III

    1,671 Elo +658.5kPython
37. #2,568
    KalyanKS-NLP/llm-engineer-toolkit

    A curated list of 120+ LLM libraries category wise.

    • Platinum III

    1,670 Elo −1811k
38. #2,584
    Portkey-AI/gateway

    A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly…

    • Platinum III

    1,668 Elo +1813.3kTypeScript
39. #2,637
    ml-explore/mlx-lm

    Run LLMs with MLX

    • Platinum IV

    1,665 Elo +777.6kPython
40. #2,640
    mcp-use/mcp-use

    The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

    • Platinum IV

    1,664 Elo +9710.9kTypeScript
41. #2,694
    TabbyML/tabby

    Self-hosted AI coding assistant

    • Platinum IV

    1,660 Elo −4333.9kRust
42. #2,721
    simonw/llm

    Access large language models from the command-line

    • Platinum IV

    1,658 Elo +3812.7kPython
43. #3,279
    xerrors/Yuxi

    可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent…

    • Gold I

    1,618 Elo +417.6kPython
44. #3,363
    wdndev/llm_interview_note

    主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

    • Gold I

    1,613 Elo −3115.3kHTML
45. #3,628
    langchain-ai/open-swe

    An Open-Source Asynchronous Coding Agent

    • Gold II

    1,597 Elo +5111.2kPython
46. #3,829
    NVIDIA-NeMo/Guardrails

    NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

    • Gold II

    1,583 Elo +597.5kPython
47. #4,014
    lance-format/lance

    Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector…

    • Gold III

    1,573 Elo +897.3kRust
48. #4,334
    The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge

    Pocket Flow: Codebase to Tutorial

    • Gold IV

    1,554 Elo −1212.7kPython
49. #4,399
    dottxt-ai/outlines

    Structured Outputs

    • Gold IV

    1,551 Elo −2116kPython
50. #4,780
    Lightning-AI/litgpt

    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

    • Gold V

    1,530 Elo −4513.7kPython
51. #5,255
    transitive-bullshit/agentic

    Your API ⇒ Paid MCP. Instantly.

    • Silver I

    1,507 Elo −5418kTypeScript
52. #5,376
    yihong0618/xiaogpt

    Play ChatGPT and other LLM with Xiaomi AI Speaker

    • Silver I

    1,502 Elo +247kPython
53. #5,573
    OpenPipe/ART

    Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job…

    • Silver II

    1,493 Elo −1010.8kPython
54. #5,860
    grab/cursor-talk-to-figma-mcp

    TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to…

    • Silver III

    1,480 Elo +187.1kJavaScript
55. #6,109
    HKUDS/AutoAgent

    "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"

    • Silver III

    1,469 Elo −199.8kPython
56. #6,211
    datajuicer/data-juicer

    Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

    • Silver III

    1,464 Elo +427.2kPython
57. #6,794
    eugeneyan/open-llms

    📋 A list of open LLMs available for commercial use.

    • Silver V

    1,441 Elo −2112.8k
58. #6,861
    NirDiamant/Prompt_Engineering

    22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced…

    • Silver V

    1,438 Elo +67.9kJupyter Notebook
59. #7,086
    lastmile-ai/mcp-agent

    Build effective agents using Model Context Protocol and simple workflow patterns

    • Bronze I

    1,430 Elo +78.5kPython
60. #7,091
    oumi-ai/oumi

    Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

    • Bronze I

    1,430 Elo −109.4kPython
61. #7,150
    RUCAIBox/LLMSurvey

    The official GitHub page for the survey paper "A Survey of Large Language Models".

    • Bronze I

    1,428 Elo −2412.2kPython
62. #7,620
    OpenNMT/OpenNMT-py

    Open Source Neural Machine Translation and (Large) Language Models in PyTorch

    • Bronze II

    1,410 Elo −227kPython
63. #7,621
    linkedin/Liger-Kernel

    Efficient Triton Kernels for LLM Training

    • Bronze II

    1,410 Elo +316.6kPython
64. #7,719
    tensorzero/tensorzero

    TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and…

    • Bronze II

    1,406 Elo −2611.7kRust
65. #8,528
    katanemo/plano

    Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent…

    • Bronze V

    1,374 Elo +157.1kRust
66. #8,601
    Eigenwise/atomic-agents

    Building AI agents, atomically

    • Bronze V

    1,371 Elo +156.3kPython
67. #8,895
    Upsonic/Upsonic

    Build autonomous AI agents in Python.

    • Copper I

    1,356 Elo −67.9kPython
68. #8,942
    amitness/learning

    A log of things I'm learning

    • Copper I

    1,354 Elo +106.9k
69. #9,274
    InternLM/MindSearch

    🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

    • Copper II

    1,335 Elo −116.9kJavaScript