🧰 Open Source Tools — Awesome LLM Papers

Search, filter, and sort to find relevant repositories. Data sourced from GitHub topics; 4,518 repos indexed for this collection.

public-apis/public-apis⭐ 449,101

A collective list of free APIs

dataset⑂ 49,348

affaan-m/ECC⭐ 228,659

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

llm⑂ 35,071

NousResearch/hermes-agent⭐ 213,359

The agent that grows with you

llm⑂ 39,474

Significant-Gravitas/AutoGPT⭐ 185,484

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

llm⑂ 46,107

ollama/ollama⭐ 175,946

Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

llm⑂ 16,945

f/prompts.chat⭐ 165,456

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

llm⑂ 21,418

microsoft/markitdown⭐ 164,938

Python tool for converting files and office documents to Markdown.

langchain⑂ 11,758

huggingface/transformers⭐ 162,515

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

llm⑂ 33,870

Snailclimb/JavaGuide⭐ 156,957

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

agent⑂ 46,169

langflow-ai/langflow⭐ 151,711

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

agents⑂ 9,656

firecrawl/firecrawl⭐ 149,463

The API to search, scrape, and interact with the web at scale. 🔥

llm⑂ 8,552

langgenius/dify⭐ 148,534

Production-ready platform for agentic workflow development.

llm⑂ 23,417

open-webui/open-webui⭐ 145,099

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

llm⑂ 21,016

langchain-ai/langchain⭐ 141,567

The agent engineering platform.

llm⑂ 23,531

ggml-org/llama.cpp⭐ 120,084

LLM inference in C/C++

ggml⑂ 20,477

Shubhamsaboo/awesome-llm-apps⭐ 118,069

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

agents⑂ 17,545

microsoft/generative-ai-for-beginners⭐ 112,893

21 Lessons, Get Started Building with Generative AI

transformers⑂ 60,631

browser-use/browser-use⭐ 104,289

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

llm⑂ 11,495

rasbt/LLMs-from-scratch⭐ 98,939

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

llm⑂ 15,187

TauricResearch/TradingAgents⭐ 92,399

TradingAgents: Multi-Agents LLM Financial Trading Framework

llm⑂ 17,860

ChatGPTNextWeb/NextChat⭐ 88,452

ollama⑂ 59,464

JuliusBrussee/caveman⭐ 88,201

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

llm⑂ 5,069

thedotmack/claude-mem⭐ 86,887

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

rag⑂ 7,506

vllm-project/vllm⭐ 85,999

A high-throughput and memory-efficient inference and serving engine for LLMs

llm⑂ 19,288

PaddlePaddle/PaddleOCR⭐ 85,262

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

rag⑂ 11,005

infiniflow/ragflow⭐ 84,837

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

rag⑂ 9,906

Graphify-Labs/graphify⭐ 82,522

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

rag⑂ 8,134

DietrichGebert/ponytail⭐ 80,852

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

llm⑂ 4,364

mlabonne/llm-course⭐ 80,849

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm⑂ 9,422

OpenHands/OpenHands⭐ 80,498

🙌 OpenHands: AI-Driven Development

llm⑂ 10,267

lobehub/lobehub⭐ 79,751

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

agent⑂ 15,592

safishamsi/graphify⭐ 76,915

rag⑂ 7,624

bytedance/deer-flow⭐ 76,804

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

llm⑂ 10,432

dair-ai/Prompt-Engineering-Guide⭐ 76,372

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

agent⑂ 8,364

redis/redis⭐ 75,428

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

vector-search⑂ 24,717

Egonex-AI/Understand-Anything⭐ 73,246

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

knowledge-graph⑂ 6,108

hiyouga/LlamaFactory⭐ 73,170

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

llm⑂ 8,938

shareAI-lab/learn-claude-code⭐ 70,690

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

llm⑂ 11,510

rtk-ai/rtk⭐ 70,404

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

llm⑂ 4,380

FoundationAgents/MetaGPT⭐ 69,317

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

llm⑂ 8,841

666ghj/MiroFish⭐ 68,396

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

knowledge-graph⑂ 10,679

unslothai/unsloth⭐ 68,036

Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

llm⑂ 6,125

labmlai/annotated_deep_learning_paper_implementations⭐ 67,072

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

transformers⑂ 6,731

xtekky/gpt4free⭐ 66,469

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

chatbot⑂ 13,554

datawhalechina/hello-agents⭐ 65,517

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

llm⑂ 8,117

ruvnet/ruflo⭐ 64,068

🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

agents⑂ 7,577

Mintplex-Labs/anything-llm⭐ 63,133

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

llm⑂ 6,909

Leonxlnx/taste-skill⭐ 62,173

Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

agent⑂ 4,384

koala73/worldmonitor⭐ 61,735

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

agent⑂ 9,625

mem0ai/mem0⭐ 60,633

Universal memory layer for AI Agents

llm⑂ 7,053

sansan0/TrendRadar⭐ 60,471

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

llm⑂ 24,785

microsoft/autogen⭐ 59,666

A programming framework for agentic AI

agents⑂ 8,982

RVC-Boss/GPT-SoVITS⭐ 59,659

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

text-to-speech⑂ 6,507

pathwaycom/llm-app⭐ 59,064

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

llm⑂ 1,432

upstash/context7⭐ 58,945

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

llm⑂ 2,765

headroomlabs-ai/headroom⭐ 58,591

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

llm⑂ 4,331

meilisearch/meilisearch⭐ 58,512

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

vector-search⑂ 2,609

coollabsio/coolify⭐ 58,312

An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you easily deploy static sites, databases, full-stack applications and 280+ one-click services on your own servers.

deployment⑂ 4,997

MemPalace/mempalace⭐ 57,238

The best-benchmarked open-source AI memory system. And it's free.

llm⑂ 7,388

ZhuLinsen/daily_stock_analysis⭐ 56,720

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

llm⑂ 48,798

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