GitHub·· 7 天前AI 评分22
chadcorp/awesome-oss-ai：按 GitHub 星标排名的开源 AI 工具榜单
chadcorp/awesome-oss-ai
AI 导读
OSS AI Hub 维护的 chadcorp/awesome-oss-ai 榜单按真实 GitHub 星标和 7 天增速对开源 AI 工具排名，共追踪 31 个类别、2,465 款工具，每类展示前 20 名。
正文
The measured awesome list: every entry below is ranked by real GitHub stars with live 7-day velocity from a fixed nightly sweep — not editorial taste, and never pay-to-rank. Maintained by OSS AI Hub, the signal layer for open-source AI.
2,465 tools tracked across 31 categories — this list shows the top 20 per category. Browse everything (plus a 1,009-term plain-English glossary, 473 code starters, VRAM & API-cost calculators) at ossaihub.com.
Contents
- Time Series Forecasting · 161 tools
- Agent Frameworks · 155 tools
- NLP Speech · 154 tools
- MCP Tool Infrastructure · 154 tools
- LLMs Foundation · 134 tools
- AI Coding IDE Tools · 127 tools
- Computer Vision · 122 tools
- MLOps Deployment · 120 tools
- Video Generation · 113 tools
- Browser Computer Use Agents · 104 tools
- Embodied Robotics · 104 tools
- Multimodal · 82 tools
- Model Training Finetuning · 81 tools
- Document Intelligence Parsing · 77 tools
- Mobile On Device AI · 77 tools
- Audio Music AI · 74 tools
- LLM Evaluation Benchmarks · 71 tools
- RAG Knowledge Graphs · 68 tools
- Vector Databases Embeddings · 60 tools
- Prompt Engineering Structured Output · 59 tools
- Reinforcement Learning Simulators · 56 tools
- Synthetic Data Generation · 51 tools
- Ethics Safety · 49 tools
- Agent Memory Systems · 45 tools
- LLM Observability Tracing · 41 tools
- Data Labeling Annotation · 34 tools
- LLM Gateways Routing · 32 tools
- Desktop Personal Agents · 22 tools
- AI Devops Deployment · 16 tools
- AI Security Red Teaming · 12 tools
- AI Search Engines · 10 tools
Time Series Forecasting
Top 20 of 161 tracked Time Series Forecasting tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| redis | 76,731 | ▲ +150 | For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and mos… ↗ |
| qlib | 49,274 | ▲ +147 | Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exp… ↗ |
| timesfm | 34,184 | ▲ +89 | TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Resea… ↗ |
| prophet | 20,435 | ▲ +5 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or n… ↗ |
| FinRL | 16,622 | ▲ +76 | FinRL®: Financial Reinforcement Learning. 🔥 ↗ |
| Time-Series-Library | 12,943 | ▲ +10 | A Library for Advanced Deep Time Series Models for General Time Series Analysis. ↗ |
| statsmodels | 11,681 | ▲ +12 | Statsmodels: statistical modeling and econometrics in Python ↗ |
| autogluon | 10,766 | ▲ +3 | Fast and Accurate ML in 3 Lines of Code ↗ |
| sktime | 10,062 | ▲ +8 | A unified framework for machine learning with time series ↗ |
| pyod | 10,029 | ▲ +3 | A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detector… ↗ |
| darts | 9,540 | ▲ +4 | A python library for user-friendly forecasting and anomaly detection on time series. ↗ |
| tsfresh | 9,471 | ▲ +28 | Automatic extraction of relevant features from time series: ↗ |
| anomaly-detection-resources | 9,411 | ▲ +5 | Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works! ↗ |
| vectorbt | 9,332 | ▲ +63 | The backtesting engine that gives you an unfair advantage. Test thousands of trading ideas in the time others… ↗ |
| Kats | 6,496 | ▲ +22 | Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework… ↗ |
| PlotJuggler | 6,239 | ▲ +9 | Fast, intuitive desktop tool for visualizing and analyzing time-series data from files and live streams. ↗ |
| graphite-web | 6,128 | ▲ +5 | A highly scalable real-time graphing system ↗ |
| tsai | 6,128 | ▲ +3 | Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning… ↗ |
| chronos-forecasting | 6,049 | ▲ +77 | Chronos: Pretrained Models for Time Series Forecasting ↗ |
| gluonts | 5,245 | ▲ +0 | Probabilistic time series modeling in Python ↗ |
Agent Frameworks
Top 20 of 155 tracked Agent Frameworks tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Hermes Agent | 252,664 | ▲ +1,597 | Nous Research's advanced agent framework for reasoning-heavy, tool-using agents — built around the Hermes mod… ↗ |
| Langflow | 155,486 | ▼ -9 | Powerful low-code visual builder for LLM agents/workflows; drag-drop on LangChain with export to code. ↗ |
| open-design | 100,476 | ▲ +1,119 | 🎨 Local-first, open-source alternative to Anthropic's Claude Design. ⚡ 19 Skills · ✨ 71 brand-grade Design S… ↗ |
| Deer-Flow | 83,676 | ▲ +306 | ByteDance's high-velocity multi-agent orchestration with real-time collaboration ↗ |
| Front-End-Checklist | 74,427 | ▲ +77 | 🗂 The essential checklist for modern web development, for humans and AI agents ↗ |
| ruflo | 74,317 | ▲ +489 | 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate aut… ↗ |
| oh-my-openagent | 69,950 | ▲ +164 | Multi-model AI agent framework orchestrating Claude, GPT, Kimi, GLM for autonomous code generation and task c… ↗ |
| Microsoft AutoGen Studio | 61,347 | ▲ +97 | Microsoft's conversational multi-agent systems with event-driven architecture, tool use, code execution, grou… ↗ |
| llm-app | 58,808 | ▼ -44 | Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡… ↗ |
| nanobot | 48,952 | ▲ +174 | Ultra-lightweight open-source AI agent framework with multi-channel support, MCP integration, and practical d… ↗ |
| CowAgent | 47,344 | ▲ +118 | CowAgent (chatgpt-on-wechat) 是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。… ↗ |
| LangGraph | 43,051 | ▲ +357 | LangChain extension for stateful multi-agent graphs with cycles, branching, persistence, human-in-loop, visua… ↗ |
| Agno | 42,658 | ▲ +114 | High-performance multi-agent framework with a built-in control plane for deploying and managing agents at sca… ↗ |
| BettaFish | 42,382 | ▲ +49 | Multi-agent public opinion analysis system that autonomously crawls 30+ social media platforms and generates… ↗ |
| agents (wshobson) | 40,366 | ▲ +183 | Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, and Gemini CLI ↗ |
| oh-my-claudecode | 39,785 | ▲ +214 | Teams-first Multi-agent orchestration for Claude Code ↗ |
| PageIndex | 39,049 | ▲ +446 | 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG ↗ |
| CopilotKit | 37,927 | ▲ +196 | React/TypeScript framework for building in-app AI copilots and agents that can read/write to your app's UI an… ↗ |
| Vane | 37,240 | ▲ +235 | Vane is an AI-powered answering engine. ↗ |
| DeepSeek-Reasonix | 35,758 | ▲ +22 | DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it runnin… ↗ |
NLP Speech
Top 20 of 154 tracked NLP Speech tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| OpenAI Whisper | 110,304 | ▲ +362 | OpenAI's general-purpose speech recognition model trained on 680,000 hours of multilingual audio — 99 languag… ↗ |
| Real-Time-Voice-Cloning | 60,175 | ▲ +9 | Real-time voice cloning using transfer learning from speaker verification to multi-speaker text-to-speech syn… ↗ |
| whisper.cpp | 54,288 | ▲ +166 | Blazing-fast C/C++ inference for Whisper speech-to-text; enables real-time STT in local LLM agents and multim… ↗ |
| Bark | 39,264 | ▼ -5 | Expressive audio synthesis with multilingual support, emotion control, and non-verbal sounds ↗ |
| langextract | 38,936 | ▲ +17 | A Python library for extracting structured information from unstructured text using LLMs with precise source… ↗ |
| MockingBird | 36,895 | ▼ -5 | Chinese text-to-speech voice cloning tool using speaker verification and neural synthesis. ↗ |
| jieba | 35,184 | ▲ +9 | Most popular Chinese text segmentation library with custom dictionaries, HMM, and TF-IDF keyword extraction. ↗ |
| spaCy | 33,951 | ▲ +16 | Industrial-strength NLP in Python — fast, production-ready pipelines for text processing, NER, POS tagging, a… ↗ |
| Spleeter | 28,480 | ▲ +1 | Separates music into stems (vocals, drums, bass, other) with 4/5-stem models at state-of-the-art quality. ↗ |
| Faster Whisper | 25,807 | ▲ +113 | Reimplementation of Whisper using CTranslate2 — up to 4x faster than OpenAI's original with lower memory usage ↗ |
| readest | 25,068 | ▲ +230 | Readest is a modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform acc… ↗ |
| WhisperX | 24,468 | ▲ +110 | Fast automatic speech recognition with word-level timestamps, speaker diarization, and voice activity detecti… ↗ |
| CV | 23,975 | ▲ +99 | ✔（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】 ↗ |
| Awesome-Chinese-LLM | 22,770 | ▼ -2 | Curated collection of 100+ Chinese LLM models, applications, datasets, and tutorials. ↗ |
| FinGPT | 21,395 | ▲ +51 | FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on Hugging… ↗ |
| Rasa | 21,346 | ▲ +4 | Open-source machine learning framework for building production-grade conversational AI and chatbots ↗ |
| FunASR | 20,641 | ▲ +63 | Industrial-grade ASR with real-time diarization, VAD, punctuation restoration for Mandarin/English ↗ |
| OpenAI tiktoken | 19,437 | ▲ +57 | OpenAI's fast BPE tokenizer used by GPT-2, GPT-4, and Whisper — 3-6x faster than HuggingFace Tokenizers ↗ |
| pyvideotrans | 19,316 | ▲ +103 | Translate the video from one language to another and embed dubbing & subtitles. ↗ |
| Sentence Transformers | 19,160 | ▲ +12 | State-of-the-art sentence, text, and image embeddings for semantic search, clustering, and similarity tasks ↗ |
MCP Tool Infrastructure
Top 20 of 154 tracked MCP Tool Infrastructure tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| JavaGuide | 158,933 | ▼ -92 | Comprehensive Java backend interview guide covering fundamentals, frameworks, databases, and system design. ↗ |
| Dify | 158,125 | ▲ +319 | Self-hosted visual platform for building agents, RAG, and workflows with proven enterprise adoption. ↗ |
| cc-switch | 142,642 | ▲ +2,752 | A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI. ↗ |
| Awesome MCP Servers | 96,097 | ▲ +287 | The definitive curated list of MCP servers — databases, dev tools, web scraping, file systems, and hundreds m… ↗ |
| MCP Servers (Official) | 91,134 | ▲ +140 | Anthropic's official collection of reference Model Context Protocol servers — filesystem, GitHub, Google Driv… ↗ |
| Slack MCP | 91,134 | ▲ +140 | Official Slack MCP server — gives agents the ability to send messages, read channels, manage threads, search… ↗ |
| PostgreSQL MCP | 91,134 | ▲ +140 | Production-ready MCP server for PostgreSQL — enables safe, read/write database operations, schema inspection,… ↗ |
| Sequential Thinking | 91,134 | ▲ +140 | Structured reasoning MCP server that breaks complex problems into steps, revises thoughts, branches alternati… ↗ |
| Fetch MCP | 91,134 | ▲ +140 | Lightweight MCP server for fetching and cleaning web pages into structured markdown - perfect for fast, brows… ↗ |
| Brave Search MCP | 91,134 | ▲ +140 | Official MCP server for Brave Search - delivers fast, privacy-focused web and local search results with AI su… ↗ |
| Puppeteer MCP | 91,134 | ▲ +140 | Reliable browser automation MCP server powered by Puppeteer — perfect for complex web interactions, scraping,… ↗ |
| Wikipedia MCP | 91,134 | ▲ +140 | Comprehensive MCP server for Wikipedia — gives agents access to millions of articles, summaries, search, cate… ↗ |
| OpenDevin | 90,547 | ▲ +605 | Open-source autonomous software engineering agent that can write code, run tests, and fix bugs like a human d… ↗ |
| Scrapling | 86,762 | ▲ +1,207 | 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! ↗ |
| netdata | 80,879 | ▲ +91 | Real-time, zero-configuration infrastructure monitoring with per-second metrics, ML-powered anomaly detection… ↗ |
| Strapi MCP | 73,292 | ▲ +17 | Headless CMS MCP server — flexible content management with custom APIs and webhooks for agent content workflo… ↗ |
| Mem0 | 66,968 | ▲ +416 | Intelligent long-term memory layer for AI agents with personalization and evolution ↗ |
| Context7 MCP | 62,893 | ▲ +237 | MCP server delivering up-to-date technical documentation, code examples, and API references directly to your… ↗ |
| PocketBase MCP | 61,348 | ▲ +81 | Lightweight open-source backend MCP server — SQLite-based auth, database, storage, and realtime APIs in one f… ↗ |
| AutoGen | 61,347 | ▲ +97 | Microsoft's conversational multi-agent systems with event-driven architecture, tool use, code execution, grou… ↗ |
LLMs Foundation
Top 20 of 134 tracked LLMs Foundation tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| everything-claude-code | 276,778 | ▲ +4,251 | The agent harness performance optimization system. Skills, instincts, memory, security, and research-first de… ↗ |
| firecrawl | 190,314 | ▲ +1,918 | API to search, scrape, and interact with the web at scale, powering AI agents with clean data. ↗ |
| HuggingFace Transformers | 167,475 | ▲ +536 | The definitive library for state-of-the-art NLP, vision, and audio models — 500k+ pretrained models on the Hub ↗ |
| Open WebUI | 154,258 | ▲ +345 | Self-hosted ChatGPT-style interface for local/remote LLMs with RAG, voice I/O, custom personas, and OpenAI-co… ↗ |
| llama.cpp | 130,803 | ▲ +538 | Most popular C/C++ inference engine for LLMs; quantize any Hugging Face model to GGUF and run on CPU, GPU, or… ↗ |
| TradingAgents | 110,558 | ▲ +873 | Multi-agent LLM framework that simulates trading firms with specialized AI agents analyzing markets and makin… ↗ |
| DeepSeek-V3 | 104,503 | ▼ -3 | First open-sourced GPT-4o level MoE model with 671B total parameters and 37B active ↗ |
| vLLM | 93,549 | ▲ +399 | Fastest and most memory-efficient inference engine for LLMs with PagedAttention algorithm, 24× higher through… ↗ |
| DeepSeek-R1 | 91,905 | ▼ -29 | First-generation reasoning model from DeepSeek with performance matching OpenAI o1 ↗ |
| OpenHands | 90,547 | ▲ +605 | Open-source autonomous software engineering agent that can write code, run tests, and fix bugs like a human d… ↗ |
| llm-course | 83,465 | ▲ +178 | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. ↗ |
| gpt4all | 77,366 | ▼ -22 | Ecosystem for running optimized open LLMs locally with desktop app, bindings, fine-tuned models; consumer har… ↗ |
| LlamaFactory | 75,408 | ▲ +107 | Unified platform for training 100+ LLMs/VLMs with zero-code Gradio UI, YAML configs, SFT/DPO/RLHF, and cloud… ↗ |
| gpt_academic | 71,433 | ▲ +31 | 为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支… ↗ |
| MetaGPT | 70,801 | ▲ +67 | Multi-agent framework that simulates a software company with PM, architect, engineer, and QA roles ↗ |
| system_prompts_leaks | 69,379 | ▲ +523 | Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code),… ↗ |
| annotated_deep_learning_paper_implementations | 67,547 | ▲ +31 | 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformer… ↗ |
| nanoGPT | 63,705 | ▲ +172 | Andrej Karpathy's cleanest educational repo for training/fine-tuning GPTs from scratch in pure PyTorch. ↗ |
| TrendRadar | 62,797 | ▲ +132 | ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的… ↗ |
| Llama 2 | 59,622 | ▲ +5 | Meta's foundational open-source LLM series (7B-70B) that kicked off the open-source LLM revolution ↗ |
AI Coding IDE Tools
Top 20 of 127 tracked AI Coding IDE Tools tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Superpowers | 297,377 | ▲ +2,320 | An agentic skills framework & software development methodology that works. ↗ |
| OpenCode | 212,633 | ▲ +959 | Open-source coding agent framework with massive adoption for autonomous code generation, refactoring, task ex… ↗ |
| Agent Skills (Anthropic) | 180,410 | ▲ +832 | Public repository for Agent Skills ↗ |
| Claude Code | 150,123 | ▲ +786 | Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you c… ↗ |
| system-prompts-and-models-of-ai-tools | 143,951 | ▼ -63 | FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, M… ↗ |
| spec-kit | 140,771 | ▲ +713 | Spec-driven development toolkit that generates working code from executable specifications using AI coding ag… ↗ |
| ui-ux-pro-max-skill | 134,652 | ▲ +1,769 | An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms ↗ |
| Codex (OpenAI) | 128,610 | ▲ +817 | Lightweight coding agent that runs in your terminal ↗ |
| Gemini CLI | 107,281 | ▲ +54 | Official open-source terminal coding agent with full Gemini model access and git-aware workflows ↗ |
| Zed | 91,566 | ▲ +305 | High-performance native code editor (Rust/GPU-accelerated) with built-in AI completions — open-source Cursor… ↗ |
| rtk | 82,923 | ▲ +588 | CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero depen… ↗ |
| OpenSpec | 71,600 | ▲ +586 | Spec-driven development (SDD) for AI coding assistants. ↗ |
| Cline | 70,152 | ▲ +337 | Autonomous coding agent right in your IDE for file edits, terminal commands, browser use, and multi-step task… ↗ |
| Goose | 55,147 | ▲ +220 | Terminal orchestration harness for autonomous coding agents with parallel execution and approval flows ↗ |
| dbeaver | 52,018 | ▲ +66 | Free multi-platform database tool with SQL editor, schema management, and AI completion for 100+ databases. ↗ |
| Aider | 49,465 | ▲ +97 | Git-native AI pair programming in the terminal with full codebase mapping, auto-commits, and multi-file edits ↗ |
| chatbox | 41,994 | ▲ +58 | Cross-platform desktop client for ChatGPT, Claude, and other LLMs with local data storage. ↗ |
| Tabby | 33,906 | ▲ +12 | Self-hosted AI coding assistant with code completion, chat, and inline editing that runs entirely on-prem wit… ↗ |
| oh-my-codex | 33,512 | ▲ +65 | Turnkey coding-agent framework that supercharges codex-style setups — TypeScript-first toolkit for prompt sca… ↗ |
| AionUi | 33,424 | ▲ +120 | Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Cust… ↗ |
Computer Vision
Top 20 of 122 tracked Computer Vision tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Stable Diffusion Web UI (AUTOMATIC1111) | 165,044 | ▼ -145 | Feature-rich browser interface for Stable Diffusion with img2img, inpainting, ControlNet, and 100+ extensions ↗ |
| ComfyUI | 136,857 | ▲ +811 | Node-based visual workflow UI for Stable Diffusion — modular graph interface for advanced image/video generat… ↗ |
| OpenCV | 91,156 | ▲ +96 | The world's most widely used open-source computer vision library with 2500+ optimized algorithms for real-tim… ↗ |
| MobileNetV4 | 77,650 | ▼ -6 | Latest mobile-optimized CNN architecture with improved accuracy-efficiency trade-off for on-device classifica… ↗ |
| Ultralytics YOLO | 62,385 | ▲ +193 | State-of-the-art YOLO family — YOLOv8 through YOLO11 — for real-time object detection, segmentation, pose est… ↗ |
| yolov5 | 58,138 | ▲ +34 | State-of-the-art real-time object detection, segmentation, and classification model based on PyTorch. ↗ |
| Segment Anything Model (SAM) | 54,986 | ▲ +23 | Meta AI's promptable image segmentation model that can segment any object in any image with a single click or… ↗ |
| mediapipe | 37,222 | ▲ +63 | Cross-platform, customizable ML solutions for live and streaming media. ↗ |
| timm (PyTorch Image Models) | 37,208 | ▲ +19 | PyTorch Image Models — 1000+ pre-trained image classifiers, feature extractors, and backbones in one unified… ↗ |
| frigate | 36,488 | ▲ +137 | NVR with realtime local object detection for IP cameras ↗ |
| Detectron2-ViTDet | 34,886 | ▲ +130 | Meta AI's plain non-hierarchical ViT as an object detection backbone, bridging NLP-style transformers with de… ↗ |
| Diffusers | 34,700 | ▲ +52 | 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. ↗ |
| OpenPose | 34,494 | ▲ +9 | Active community forks of OpenPose continue to improve real-time multi-person keypoint detection (body, hand,… ↗ |
| ControlNet | 34,130 | ▲ +8 | Neural network architecture that adds conditional spatial control to Stable Diffusion — skeleton, edge, depth… ↗ |
| MMDetection | 32,985 | ▲ +4 | OpenMMLab's comprehensive object detection toolbox with 40+ detection algorithms and 200+ pre-trained models ↗ |
| InvokeAI | 28,555 | ▲ +213 | Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthu… ↗ |
| vit-pytorch | 25,544 | ▲ +14 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a singl… ↗ |
| 3D Gaussian Splatting | 24,165 | ▲ +80 | Real-time novel view synthesis using 3D Gaussian primitives — faster and higher quality than NeRF for scene r… ↗ |
| MaaAssistantArknights | 23,665 | ▲ +106 | 《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, supporting all clients. ↗ |
| learnopencv | 23,190 | ▲ +9 | Learn OpenCV : C++ and Python Examples ↗ |
MLOps Deployment
Top 20 of 120 tracked MLOps Deployment tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| FastAPI | 103,011 | ▲ +215 | Modern, high-performance Python web framework for building production ML APIs — automatic OpenAPI docs, async… ↗ |
| Grafana | 77,237 | ▲ +176 | Open observability platform turning Prometheus metrics into beautiful dashboards for ML model performance, pi… ↗ |
| Prometheus | 66,467 | ▲ +112 | Industry-standard monitoring and alerting toolkit for MLOps infrastructure — collects metrics from models, pi… ↗ |
| Made-With-ML | 49,721 | ▲ +41 | Comprehensive MLOps course teaching ML design, development, deployment, and iteration with production-grade b… ↗ |
| Apache Airflow | 47,143 | ▲ +96 | Platform to programmatically author, schedule, and monitor complex ML and data pipelines as directed acyclic… ↗ |
| Streamlit | 45,937 | ▲ +43 | Turns Python scripts into interactive web apps in minutes — favorite for ML dashboards, data exploration tool… ↗ |
| Ray | 44,005 | ▲ +38 | Distributed computing framework for scaling Python and ML workloads across clusters—unifying parallel computi… ↗ |
| Gradio | 43,711 | ▲ +42 | Fastest way to turn any ML model into a beautiful, shareable web interface — supports images, audio, video, t… ↗ |
| influxdb | 31,757 | ▼ -2 | Open-source time series database built in Rust for real-time event ingestion and fast analytical queries. ↗ |
| Helm (helm) | 30,308 | ▲ +8 | Package manager for Kubernetes that simplifies deployment of complex MLOps applications with versioned charts… ↗ |
| Harbor | 29,531 | ▲ +46 | Open-source container image registry with vulnerability scanning, replication, and access control for secure… ↗ |
| Loki | 29,006 | ▲ +18 | Grafana's horizontally scalable, cost-effective log aggregation system — go-to for MLOps log management with… ↗ |
| TDengine | 25,152 | ▲ +1 | High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios ↗ |
| Argo CD | 24,363 | ▲ +41 | Declarative GitOps continuous delivery for Kubernetes — keeps MLOps infrastructure in sync with Git with zero… ↗ |
| Prefect | 24,001 | ▲ +37 | Modern workflow orchestration engine combining Python simplicity with enterprise-grade reliability — dynamic,… ↗ |
| timescaledb | 23,673 | ▲ +32 | A time-series database for high-performance real-time analytics packaged as a Postgres extension ↗ |
| Jaeger | 23,274 | ▲ +7 | Open-source distributed tracing system for monitoring and troubleshooting complex ML pipelines and microservi… ↗ |
| ml-engineering | 19,447 | ▲ +351 | Machine Learning Engineering Open Book ↗ |
| taipy | 19,432 | ▼ -8 | Turns Data and AI algorithms into production-ready web applications in no time. ↗ |
| Luigi | 18,783 | ▲ +3 | Spotify's lightweight Python workflow engine for building complex pipelines with dependency management and vi… ↗ |
Video Generation
Top 20 of 113 tracked Video Generation tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| OpenMontage | 66,522 | ▲ +3,732 | World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn y… ↗ |
| hyperframes | 60,549 | ▲ +4,110 | Write HTML. Render video. Built for agents. ↗ |
| Open-Sora | 29,867 | ▲ +16 | Open-Sora: Democratizing Efficient Video Production for All ↗ |
| Pixelle-Video | 28,852 | ▲ +232 | 🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine ↗ |
| generative-models | 27,302 | ▲ +1 | Generative Models by Stability AI ↗ |
| LivePortrait | 19,203 | ▲ +44 | Bring portraits to life! ↗ |
| Wan2.2 | 17,856 | ▲ +140 | Wan: Open and Advanced Large-Scale Video Generative Models ↗ |
| FramePack | 17,284 | ▲ +17 | Lets make video diffusion practical! ↗ |
| Toonflow-app | 17,171 | ▲ +733 | Toonflow 是开源一站式 AI 短剧创作工具，将小说、剧本快速转化为动画短剧。集成 AI 编剧、智能分镜、角色与视频生成，跨平台桌面端轻量部署，助力创作者低成本批量产出视觉内容。Toonflow is an op… ↗ |
| Wan2.1 | 17,146 | ▲ +55 | Wan: Open and Advanced Large-Scale Video Generative Models ↗ |
| Duix-Avatar | 15,838 | ▲ +191 | 🚀 Truly open-source AI avatar(digital human) toolkit for offline video generation and digital human cloning. ↗ |
| waoowaoo | 14,488 | ▲ +135 | 首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. Fr… ↗ |
| DiffSynth-Studio | 13,218 | ▲ +15 | Enjoy the magic of Diffusion models! ↗ |
| CogVideo | 13,066 | ▲ +10 | text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023) ↗ |
| ViMax | 12,616 | ▲ +76 | "ViMax: Agentic Video Generation (Director, Screenwriter, Producer, and Video Generator All-in-One)" ↗ |
| HunyuanVideo | 12,612 | ▲ +27 | HunyuanVideo: A Systematic Framework For Large Video Generation Model ↗ |
| AnimateDiff | 12,272 | ▲ +9 | Official implementation of AnimateDiff. ↗ |
| Open-Sora-Plan | 12,209 | ▼ -2 | This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this… ↗ |
| LTX-Video | 11,066 | ▲ +49 | Official repository for LTX-Video ↗ |
| magic-animate | 10,891 | ▼ -3 | [CVPR 2024] Official repository for "MagicAnimate: Temporally Consistent Human Image Animation using Diffusio… ↗ |
Browser Computer Use Agents
Top 20 of 104 tracked Browser Computer Use Agents tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Open Interpreter | 68,541 | ▲ +37 | Natural language interface that lets LLMs run code, manipulate files, and control your machine locally in the… ↗ |
| OpenManus (FoundationAgents) | 58,612 | ▲ +155 | Open-source AI agent framework for browser automation and computer-use tasks without API restrictions. ↗ |
| UI-TARS-desktop | 39,230 | ▲ +24 | The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra ↗ |
| Playwright MCP | 38,011 | ▲ +207 | Powerful browser automation MCP server based on Playwright — enables reliable web interaction, scraping, and… ↗ |
| browser | 36,249 | ▲ +293 | Lightpanda: the headless browser designed for AI and automation ↗ |
| CloakBrowser | 32,046 | ▲ +157 | Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level finge… ↗ |
| OpenCLI | 30,045 | ▲ +230 | Make Any Website into CLI & Use your logged-in browser by AI agent. ↗ |
| page-agent | 29,373 | ▲ +51 | JavaScript in-page GUI agent. Control web interfaces with natural language. ↗ |
| cua | 29,323 | ▲ +1,336 | Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI… ↗ |
| obscura | 28,754 | ▲ +429 | The headless browser for AI agents and web scraping ↗ |
| stagehand | 25,619 | ▲ +88 | The SDK For Browser Agents ↗ |
| OmniParser | 25,511 | ▲ +23 | A simple screen parsing tool towards pure vision based GUI agent ↗ |
| skyvern | 23,181 | ▲ +49 | Automate browser based workflows with AI ↗ |
| suna | 20,264 | ▲ +19 | The Autonomous Company Operating System ↗ |
| DeepResearch | 20,030 | ▲ +27 | Tongyi Deep Research, the Leading Open-source Deep Research Agent ↗ |
| maxun | 17,764 | ▲ +122 | 🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites… ↗ |
| web-ui | 16,612 | ▲ +5 | 🖥️ Run AI Agent in your browser. ↗ |
| midscene | 15,142 | ▲ +77 | AI-powered vision-driven UI automation for web, mobile, and desktop platforms using natural language. ↗ |
| GenericAgent | 14,299 | ▲ +25 | Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token c… ↗ |
| nanobrowser | 14,061 | ▲ +150 | Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API… ↗ |
Embodied Robotics
Top 20 of 104 tracked Embodied Robotics tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| openpilot | 63,858 | ▲ +56 | openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ su… ↗ |
| EasySpider | 44,683 | ▲ +56 | A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper… ↗ |
| PythonRobotics | 30,665 | ▲ +38 | Python sample codes and textbook for robotics algorithms. ↗ |
| genesis-world | 30,040 | ▲ +18 | Simulation platform for general-purpose robotics & embodied AI learning. ↗ |
| Hugging Face LeRobot | 28,072 | ▲ +141 | PyTorch-native library delivering state-of-the-art vision-language-action models, datasets, and real-hardware… ↗ |
| text-to-cad | 19,091 | ▲ +2,452 | A collection of agent skills for CAD, robotics and hardware design ↗ |
| AirSim Swarm | 18,545 | ▲ +12 | Microsoft's Unreal Engine-based high-fidelity drone simulator with native multi-UAV swarm support for vision-… ↗ |
| Embodied-AI-Guide | 16,381 | ▲ +82 | Comprehensive Chinese/English guide to embodied AI technologies, with 10k+ stars as the most popular EAI tuto… ↗ |
| nicegui | 16,278 | ▲ +10 | Python-based web UI framework with browser interface for dashboards, robotics, and smart home apps. ↗ |
| ardupilot | 16,029 | ▲ +51 | ArduPlane, ArduCopter, ArduRover, ArduSub source ↗ |
| stable-baselines3 | 13,880 | ▲ +16 | PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms. ↗ |
| NVIDIA Cosmos | 12,010 | ▲ +30 | NVIDIA's 2026 foundation world-model simulator for massively scalable embodied AI training and sim-to-real tr… ↗ |
| open-source-rover | 9,693 | ▲ +13 | A build-it-yourself, 6-wheel rover based on the rovers on Mars! ↗ |
| NVIDIA Isaac Lab | 8,315 | ▲ +38 | Unified GPU-accelerated framework for scalable robot learning and sim-to-real transfer built on NVIDIA Isaac… ↗ |
| OpenVLA | 7,134 | ▲ +24 | Open-source 7B-parameter vision-language-action model for generalist robotic manipulation with LoRA fine-tuni… ↗ |
| OpenMower | 6,727 | ▲ +7 | Let's upgrade cheap off-the-shelf robotic mowers to modern, smart RTK GPS based lawn mowing robots! ↗ |
| ROS 2 | 6,146 | ▲ +27 | The de-facto open middleware powering real-world AI robotics with standardized perception, planning, and cont… ↗ |
| newton | 5,746 | ▲ +29 | An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting robo… ↗ |
| RLinf | 5,480 | ▲ +48 | Scalable reinforcement learning infrastructure tailored for embodied and agentic AI research. ↗ |
| OpenCat-Quadruped-Robot | 5,442 | ▲ +28 | An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are… ↗ |
Multimodal
Top 20 of 82 tracked Multimodal tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| CLIP | 34,440 | ▲ +32 | OpenAI's foundational image-text contrastive learning model—enabling zero-shot vision recognition and semanti… ↗ |
| MiniCPM-o | 26,533 | ▲ +40 | OpenBMB's Gemini 2.5 Flash-level multimodal LLM for vision, speech, and text—enabling end-to-end speech under… ↗ |
| MiniCPM-V 2.5 | 26,533 | ▲ +40 | Compact multimodal model with strong document and visual reasoning — efficient for edge and on-device multimo… ↗ |
| MiniGPT-4 | 25,600 | ▼ -2 | Vision-CAIR's early vision-language model leveraging frozen CLIP and language models for efficient visual rea… ↗ |
| Kosmos-2 | 22,229 | ▲ +3 | Microsoft's grounded multimodal large language model combining vision, language, and spatial reasoning for de… ↗ |
| screenpipe | 21,904 | ▲ +98 | Run agents that work for you based on what you do. AI finally knows what you are doing ↗ |
| Qwen3-VL | 20,056 | ▲ +23 | Native vision-language series with long-context visual understanding and agentic multimodal reasoning. ↗ |
| Qwen2.5-VL-72B | 20,056 | ▲ +23 | Alibaba's efficient vision-language model series optimized for on-device image/video understanding. ↗ |
| OpenCLIP | 14,191 | ▲ +8 | Mlfoundations' fully open CLIP implementation trained on diverse datasets (OpenAI, LAION, Metadata) with repr… ↗ |
| all-in-rag | 11,943 | ▲ +272 | Comprehensive RAG (Retrieval-Augmented Generation) full-stack tutorial with theory, code, and production-read… ↗ |
| rerun | 11,582 | ▲ +40 | An open source SDK for logging, storing, querying, and visualizing multimodal and multi-rate data ↗ |
| InternVL | 10,167 | ▲ +1 | OpenGVLab's CVPR 2024 Oral-winning unified vision foundation model for VLMs, object detection, and semantic s… ↗ |
| seatunnel | 9,707 | ▲ +10 | SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool. ↗ |
| MobileAgent | 9,280 | ▲ +7 | Mobile-Agent: The Powerful GUI Agent Family ↗ |
| ImageBind | 9,075 | ▼ -1 | Meta's unified embedding space across 6 modalities (image, text, audio, video, thermal, depth) enabling cross… ↗ |
| nexa-sdk | 8,429 | ▲ +17 | Run frontier LLMs and VLMs with day-0 model support across GPU, NPU, and CPU, with comprehensive runtime cove… ↗ |
| Vision-Agents | 8,157 | ▲ +6 | Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses St… ↗ |
| mlx-audio | 8,023 | ▲ +38 | A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framewor… ↗ |
| CogVLM | 6,744 | ▼ -1 | Robust vision-language model with excellent OCR and document capabilities — community extensions keep it rele… ↗ |
| genkit | 6,511 | ▲ +42 | Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in productio… ↗ |
Model Training Finetuning
Top 20 of 81 tracked Model Training Finetuning tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| LLMs-from-scratch | 106,343 | ▲ +365 | Sebastian Raschka's definitive PyTorch codebase for building a GPT-class LLM step-by-step — tokenization, pre… ↗ |
| Unsloth | 77,751 | ▲ +566 | Fine-tune LLMs 2× faster with 70% less VRAM; run 70B models on 24GB GPU or free Colab with LoRA, DPO, GRPO su… ↗ |
| nanochat | 58,552 | ▲ +141 | Karpathy's minimal, hackable full-stack framework for training a small high-quality LLM from scratch on a sin… ↗ |
| DeepSpeed | 43,218 | ▲ +42 | Microsoft's distributed training library enabling 100B+ parameter models on commodity hardware via ZeRO optim… ↗ |
| ColossalAI | 41,437 | ▼ -4 | Large-scale distributed training system with ZeRO, tensor parallelism, pipeline parallelism, and auto-paralle… ↗ |
| airllm | 36,071 | ▲ +714 | AirLLM 70B inference with single 4GB GPU ↗ |
| self-llm | 32,433 | ▲ +47 | A comprehensive Chinese guide for deploying, using, and fine-tuning 50+ open-source LLMs locally. ↗ |
| gitleaks | 29,845 | ▲ +194 | Find secrets with Gitleaks 🔑 ↗ |
| verl | 23,824 | ▲ +80 | Volcengine's flexible, scalable RL post-training framework for LLMs — PPO, GRPO, distributed training with pr… ↗ |
| PEFT | 21,780 | ▲ +29 | Parameter-Efficient Fine-Tuning library for Hugging Face; fine-tune billion-parameter models on consumer hard… ↗ |
| NeMo | 18,571 | ▲ +29 | NVIDIA's framework for building, pretraining, fine-tuning, and aligning SOTA LLMs with model parallelism, SFT… ↗ |
| Megatron-LM | 18,113 | ▲ +46 | NVIDIA's reference implementation for training massive transformers with tensor, pipeline, and sequence paral… ↗ |
| MS-SWIFT | 15,810 | ▲ +30 | ModelScope's Scalable Lightweight Infrastructure for Fine-Tuning: train 450+ LLMs and 200+ multimodal models… ↗ |
| easy-dataset | 14,990 | ▲ +24 | A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval ↗ |
| litgpt | 13,697 | ▲ +4 | Lightning AI's from-scratch implementations and recipes for 20+ LLMs — full control, LoRA/QLoRA, and scalable… ↗ |
| AI Toolkit (ostris) | 12,264 | ▲ +71 | The ultimate training toolkit for finetuning diffusion models ↗ |
| OpenRLHF | 10,079 | ▲ +13 | High-performance RLHF framework built on Ray + vLLM + DeepSpeed; PPO, DPO, KTO, REINFORCE++ for 70B+ models o… ↗ |
| Oumi | 9,391 | ▲ +0 | End-to-end open platform for foundation models: training, evaluation, and deployment with reproducibility bak… ↗ |
| LMFlow | 8,482 | ▼ -4 | Extensible framework for LLM pre-training, fine-tuning, and alignment — supports SFT, LoRA, DPO, PPO, and cus… ↗ |
| firmware | 8,404 | ▲ +29 | The official firmware for Meshtastic, an open-source, off-grid mesh communication system. ↗ |
Document Intelligence Parsing
Top 20 of 77 tracked Document Intelligence Parsing tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| markitdown | 189,464 | ▲ +1,193 | Lightweight Python utility converting various document formats to Markdown for LLM consumption. ↗ |
| PaddleOCR | 90,909 | ▲ +331 | Baidu's rich, practical OCR tools with 80+ languages, ultra-lightweight models, and document layout analysis ↗ |
| MinerU | 81,441 | ▲ +374 | Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflow… ↗ |
| tesseract (tesseract-ocr) | 76,898 | ▲ +76 | Open-source OCR engine using LSTM neural nets to recognize text in 100+ languages from images. ↗ |
| Docling | 68,665 | ▲ +310 | Universal document parser that turns PDFs/DOCX/PPTX/images/audio/LaTeX into clean structured Markdown/JSON. ↗ |
| Umi-OCR | 47,808 | ▲ +224 | OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片，PDF文档识别，排除水印/页眉页脚，扫描/生成二维码。内置多国语言库。 ↗ |
| marker | 40,368 | ▲ +170 | Convert PDFs, images, and documents to markdown, JSON, or HTML with state-of-the-art accuracy. ↗ |
| tesseract.js | 38,760 | ▲ +8 | JavaScript OCR library that extracts text from images in 100+ languages using WebAssembly Tesseract. ↗ |
| OCRmyPDF | 34,990 | ▲ +60 | OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched ↗ |
| Detectron2 | 34,886 | ▲ +130 | Facebook AI Research's next-generation platform for object detection, segmentation, and keypoint detection bu… ↗ |
| EasyOCR | 30,063 | ▲ +19 | Ready-to-use OCR for 80+ languages with single-line API and GPU support. ↗ |
| opendataloader-pdf | 29,544 | ▲ +74 | PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. ↗ |
| UDOP | 22,229 | ▲ +3 | Microsoft's unified document understanding model handling layout, text, and image information in a single fra… ↗ |
| surya | 21,484 | ▲ +33 | OCR, layout analysis, reading order, table recognition in 90+ languages ↗ |
| pdf-inspector | 19,594 | ▲ +122 | Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs t… ↗ |
| unstructured | 15,558 | ▲ +31 | Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming… ↗ |
| Skill_Seekers | 15,129 | ▲ +32 | Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict d… ↗ |
| ddddocr | 14,826 | ▲ +15 | 带带弟弟 通用验证码识别OCR pypi版 ↗ |
| liteparse | 12,824 | ▲ +45 | A fast, helpful, and open-source document parser ↗ |
| chandra | 12,485 | ▲ +74 | OCR model that handles complex tables, forms, handwriting with full layout. ↗ |
Mobile On Device AI
Top 20 of 77 tracked Mobile On Device AI tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Ollama | 182,711 | ▲ +559 | Simplest way to run powerful LLMs locally with one-line installer, OpenAI-compatible API, and zero-config sup… ↗ |
| PyTorch Mobile | 104,246 | ▲ +512 | GPU-accelerated tensor library and deep learning framework with dynamic computation graphs. ↗ |
| cs249r_book | 28,935 | ▲ +136 | Machine Learning Systems ↗ |
| MLX | 28,721 | ▲ +76 | MLX: An array framework for Apple silicon ↗ |
| Qwen3-TTS (QwenLM) | 27,662 | ▲ +1 | Qwen3 is a family of large language models with dense and MoE variants supporting thinking/non-thinking modes… ↗ |
| Chatterbox TTS | 26,839 | ▲ +171 | State-of-the-art open TTS family with Turbo (350M efficient) for low-latency production and multilingual vari… ↗ |
| CosyVoice2 | 23,918 | ▲ +89 | Zero-shot multilingual TTS with excellent expressiveness, emotion, and style transfer support ↗ |
| MLC-LLM | 23,230 | ▲ +26 | Compile any LLM to run natively on phones, browsers, GPUs, and edge devices with OpenAI-compatible APIs and n… ↗ |
| nats-server | 20,861 | ▲ +27 | High-Performance server for NATS.io, the cloud and edge native messaging system. ↗ |
| Qwen2.5-VL | 20,056 | ▲ +23 | Alibaba's efficient vision-language model series optimized for on-device image/video understanding. ↗ |
| TensorRT-LLM Mobile | 14,789 | ▲ +26 | NVIDIA's fastest inference engine for LLMs on GPUs with quantization, in-flight batching, custom kernels, mas… ↗ |
| needle | 13,827 | ▲ +657 | 26m function call model that runs on incredibly small devices ↗ |
| MiniCPM-V | 11,520 | ▲ +162 | OpenBMB 2B-8B model delivering near-7B performance on mobile with multilingual and multimodal support ↗ |
| Moonshine | 11,209 | ▲ +31 | Ultra-compact open-source STT models optimized for mobile/embedded devices with strong accuracy and low laten… ↗ |
| RunAnywhere SDK | 10,314 | ▼ -5 | Open-source SDK for running LLMs and multimodal models on-device across iOS/Android. ↗ |
| PocketPal AI | 8,594 | ▲ +94 | Offline, on-device LLM GUI app for iOS/Android supporting small models with metrics. ↗ |
| Duix-Mobile | 8,267 | ▲ +11 | SDK for real-time interactive AI avatars/digital humans on mobile devices. ↗ |
| GLM-4.7-Flash | 7,063 | ▼ -6 | THUDM/Z AI's leading open LLM with exceptional reasoning, coding, math, long-context (1M+ tokens), and agenti… ↗ |
| LiteRT-LM | 6,639 | ▲ +63 | LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large… ↗ |
| NeuTTS | 6,309 | ▲ +9 | Collection of efficient on-device TTS models with instant voice cloning capabilities. ↗ |
Audio Music AI
Top 20 of 74 tracked Audio Music AI tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| GPT-SoVITS | 62,656 | ▲ +339 | Few-shot voice cloning toolkit with TTS and singing support from minimal data (1-min clips). ↗ |
| OmniVoice-Studio | 57,864 | ▲ +5,047 | The open-source ElevenLabs alternative. Local voice cloning, design, creation and cinematic video dubbing wit… ↗ |
| VibeVoice | 54,747 | ▲ +133 | Microsoft's open audio stack for TTS/ASR/voice cloning running locally with long-form support. ↗ |
| Coqui TTS | 46,106 | ▲ +5 | Deep learning toolkit for Text-to-Speech synthesis with 1100+ pre-trained voices and fine-tuning support ↗ |
| ChatTTS | 39,899 | ▲ +11 | Conversational TTS optimized for LLM assistants with natural dialogue, laughter, and multi-speaker support. ↗ |
| VoxCPM | 38,714 | ▲ +415 | Tokenizer-free TTS for context-aware generation and true-to-life zero-shot cloning with fine-grained traits. ↗ |
| RVC | 38,673 | ▲ +89 | Most popular open-source real-time voice conversion tool with high-quality voice cloning and minimal training… ↗ |
| OpenVoice | 37,833 | ▲ +72 | Instant voice cloning with granular control over emotion, accent, rhythm, and intonation—zero-shot and cross-… ↗ |
| Fish Speech | 32,995 | ▲ +58 | High-quality multilingual TTS with excellent Chinese/English support, zero-shot cloning, and fast inference ↗ |
| Chatterbox | 26,839 | ▲ +171 | State-of-the-art open TTS family with Turbo (350M efficient) for low-latency production and multilingual vari… ↗ |
| Ultimate Vocal Remover | 26,561 | ▲ +87 | Most popular GUI tool for vocal/instrumental separation combining multiple models (MDX-Net, Demucs, VR) ↗ |
| IndexTTS-2 | 24,416 | ▲ +134 | Industrial-level zero-shot TTS with precise duration control and scalable natural generation. ↗ |
| CosyVoice | 23,918 | ▲ +89 | Zero-shot multilingual TTS with excellent expressiveness, emotion, and style transfer support ↗ |
| AudioCraft | 23,678 | ▲ +19 | Meta's foundational framework for text-to-music and audio generation (MusicGen family). ↗ |
| ebook2audiobook | 20,331 | ▲ +60 | Generate audiobooks from e-books, voice cloning & 1158+ languages! ↗ |
| Dia2 | 19,403 | ▲ +11 | TTS model for ultra-realistic dialogue generation in one pass with emotion/tone control from audio conditioni… ↗ |
| VideoLingo | 18,742 | ▲ +172 | Netflix-level subtitle cutting, translation, alignment, and even dubbing - one-click fully automated AI video… ↗ |
| F5-TTS | 15,371 | ▲ +36 | Ultra-fast non-autoregressive TTS with strong zero-shot cloning and natural prosody for real-time application… ↗ |
| Qwen3-TTS (QwenLM) | 13,728 | ▲ +102 | Alibaba's Qwen3-series TTS with ultra-high-quality cloning, free-form voice design, vivid multilingual genera… ↗ |
| YuE | 11,399 | ▲ +609 | Open full-song music foundation model transforming lyrics into complete tracks with vocals and instrumentatio… ↗ |
LLM Evaluation Benchmarks
Top 20 of 71 tracked LLM Evaluation Benchmarks tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Vicuna | 39,554 | ▼ -1 | LMSYS' fine-tuned LLaMA model achieving ChatGPT-like performance via instruction-following data synthesis ↗ |
| Promptfoo | 25,888 | ▲ +196 | Leading tool for testing, evaluating, and red-teaming LLM prompts at scale with CI/CD integration ↗ |
| Opik | 22,499 | ▲ +132 | End-to-end LLM evaluation & tracing platform with prompt experimentation ↗ |
| evals | 19,587 | ▲ +36 | Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. ↗ |
| DeepEval | 18,738 | ▲ +121 | Developer-favorite LLM evaluation framework with 20+ production-grade metrics, synthetic test data, CI/CD int… ↗ |
| ragas | 15,988 | ▲ +69 | Leading RAG evaluation toolkit with LLM-as-judge, hallucination detection, faithfulness metrics, test generat… ↗ |
| lm-evaluation-harness | 14,182 | ▲ +54 | A framework for few-shot evaluation of language models. ↗ |
| opencompass | 7,507 | ▲ +16 | OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-… ↗ |
| AI-Infra-Guard | 6,825 | ▲ +84 | A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Sc… ↗ |
| chinese-llm-benchmark | 6,466 | ▲ +6 | ReLE评测：中文AI大模型能力评测（持续更新）：目前已囊括359个大模型，覆盖chatgpt、gpt-5.2、o4-mini、谷歌gemini-3-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-… ↗ |
| SWE-bench | 5,998 | ▲ +30 | SWE-bench: Can Language Models Resolve Real-world Github Issues? ↗ |
| AgentOps | 5,884 | ▲ +4 | Production-grade observability, monitoring, and debugging for LLM agents — tracing every tool call, step, cos… ↗ |
| LLM-Engineers-Handbook | 5,368 | ▲ +6 | The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps b… ↗ |
| AutoRAG | 5,122 | ▲ +13 | AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with Aut… ↗ |
| Agenta | 4,827 | ▲ +18 | End-to-end LLM app builder with playground, eval, and deployment — open-source focus on dev iteration. ↗ |
| LMOps | 4,478 | ▲ +2 | General technology for enabling AI capabilities w/ LLMs and MLLMs ↗ |
| lmms-eval | 4,449 | ▲ +6 | One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks ↗ |
| VLMEvalKit | 4,437 | ▲ +10 | Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks ↗ |
| Observal | 4,344 | ▲ +324 | Observal is an AI agent registry with first in class observabilty and eval framework ↗ |
| AgentBench | 3,765 | ▲ +2 | A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) ↗ |
RAG Knowledge Graphs
Top 20 of 68 tracked RAG Knowledge Graphs tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Graphify | 125,391 | ▲ +1,746 | Turns your files into a visual knowledge graph so AI assistants (Claude, Cursor, etc.) can understand your co… ↗ |
| RAGFlow | 91,989 | ▲ +335 | Open-source RAG engine combining retrieval-augmented generation with agentic workflows for enterprise-scale A… ↗ |
| Understand-Anything | 85,880 | ▲ +660 | Graphs that teach > graphs that impress. Turn any code, or knowledge base (Karpathy LLM wiki), into an intera… ↗ |
| Crawl4AI | 85,187 | ▲ +454 | 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP… ↗ |
| AnythingLLM | 66,923 | ▲ +224 | Turn documents/PDFs/web into private RAG-powered chat with any LLM; multi-user, workspaces, agents, no-code. ↗ |
| daily_stock_analysis | 66,155 | ▲ +276 | LLM驱动的 A/H/美股智能分析器：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US… ↗ |
| logseq | 45,205 | ▲ +80 | A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://githu… ↗ |
| LightRAG | 40,063 | ▲ +95 | Simple, fast graph-based RAG with dual-level retrieval (local + global) and incremental updates. ↗ |
| Trilium | 38,275 | ▲ +82 | Free, open-source hierarchical note-taking app for building large personal knowledge bases with rich features. ↗ |
| khoj | 37,627 | ▲ +68 | Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule aut… ↗ |
| GraphRAG | 36,289 | ▲ +80 | Microsoft's modular graph-based RAG: builds entity + community knowledge graphs from raw text for hierarchica… ↗ |
| happy-llm | 34,288 | ▲ +118 | Comprehensive free Chinese tutorial for learning and building large language models from scratch. ↗ |
| onyx | 32,398 | ▲ +75 | Open Source AI Platform - AI Chat with advanced features that works with every LLM ↗ |
| graphiti | 31,633 | ▲ +213 | Build Real-Time Knowledge Graphs for AI Agents ↗ |
| qmd | 30,324 | ▲ +140 | Tobi's local-first CLI search engine — hybrid BM25 + vector + LLM reranking over your docs, notes, and knowle… ↗ |
| sim | 29,805 | ▲ +35 | Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. ↗ |
| FastGPT | 29,794 | ▲ +15 | FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capab… ↗ |
| kotaemon | 25,801 | ▲ +0 | An open-source RAG-based tool for chatting with your documents. ↗ |
| RAG-Anything | 23,517 | ▲ +44 | "RAG-Anything: All-in-One RAG Framework" ↗ |
| dgraph | 21,804 | ▼ -1 | high-performance graph database for real-time use cases ↗ |
Vector Databases Embeddings
Top 20 of 60 tracked Vector Databases Embeddings tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| supabase | 111,337 | ▲ +266 | The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile… ↗ |
| meilisearch | 59,539 | ▲ +55 | A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. ↗ |
| Milvus | 46,349 | ▲ +34 | High-performance distributed vector database for AI-powered semantic search and retrieval at scale. ↗ |
| Faiss | 41,129 | ▲ +82 | Meta's battle-tested library for efficient similarity search and clustering of dense vectors — billion-scale… ↗ |
| tidb | 40,633 | ▲ +10 | TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for tran… ↗ |
| Qdrant | 35,023 | ▲ +100 | Fast Rust-based vector search engine for semantic matching, similarity search, and AI applications. ↗ |
| WeKnora | 33,086 | ▲ +1,139 | LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RA… ↗ |
| dragonfly | 31,774 | ▲ +32 | A modern replacement for Redis and Memcached ↗ |
| Chroma | 29,474 | ▲ +41 | Lightweight Python embedding database for fast prototyping. ↗ |
| Resume-Matcher | 28,631 | ▲ +53 | Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job desc… ↗ |
| typesense | 26,851 | ▲ +220 | Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast,… ↗ |
| pgvector | 23,300 | ▲ +64 | Postgres extension for vector similarity search — use your existing database for embeddings with IVFFlat and… ↗ |
| turbovec | 17,372 | ▲ +96 | A vector index built on TurboQuant, written in Rust with Python bindings ↗ |
| Weaviate | 16,875 | ▲ +11 | AI-native vector DB with modules, hybrid search, and GraphQL API. ↗ |
| langchain4j | 13,221 | ▲ +19 | LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It of… ↗ |
| LEANN | 13,017 | ▲ +8 | [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100%… ↗ |
| claude-context | 12,599 | ▲ +12 | Code search MCP for Claude Code. Make entire codebase the context for any coding agent. ↗ |
| FlagEmbedding | 12,230 | ▲ +19 | Retrieval and Retrieval-augmented LLMs ↗ |
| LanceDB | 11,635 | ▲ +35 | Developer-friendly serverless vector DB in Rust: embedded, multimodal, with zero-copy versioning over Parquet… ↗ |
| orama | 10,575 | ▲ +6 | 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-te… ↗ |
Prompt Engineering Structured Output
Top 20 of 59 tracked Prompt Engineering Structured Output tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| caveman | 110,971 | ▲ +1,292 | 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like cav… ↗ |
| Prompt Engineering Guide | 79,022 | ▲ +207 | Comprehensive open-source guide to prompt engineering techniques, applications, and best practices for LLMs. ↗ |
| headroom | 75,001 | ▲ +623 | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answe… ↗ |
| Claude Cookbooks | 53,344 | ▲ +173 | A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. ↗ |
| LlamaIndex Workflows | 52,463 | ▲ +59 | The leading data framework for connecting LLMs to your data with powerful indexing, RAG, and agentic pipelines ↗ |
| academic-research-skills | 51,276 | ▲ +936 | Academic Research Skills for Claude Code: research → write → review → revise → finalize ↗ |
| prompt-optimizer | 37,471 | ▲ +1,164 | An AI prompt optimizer for writing better prompts and getting better AI results. ↗ |
| SGLang | 36,980 | ▲ +218 | Blazing-fast serving framework with RadixAttention, speculative decoding, continuous batching, low-latency in… ↗ |
| ScrapeGraphAI | 31,678 | ▲ +155 | LLM-powered web scraping with enforced structured JSON outputs ↗ |
| agency-agents-zh | 21,173 | ▲ +122 | 🎭 211 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 16 种工具，覆盖工程/设计/营销/金融等 18 个部门。含 46 个中国市场原… ↗ |
| Outlines | 15,918 | ▲ +20 | Guaranteed structured generation (JSON, regex, CFG) during inference for any LLM backend ↗ |
| prompt-master | 14,291 | ▲ +264 | A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context… ↗ |
| LangGPT | 12,583 | ▲ +14 | LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Promp… ↗ |
| Phoenix | 11,784 | ▲ +82 | Arize's open-source LLM observability platform; visualize traces, embeddings, hallucinations, retrieval quali… ↗ |
| awesome-chatgpt-zh | 11,750 | ▲ +24 | ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀 ↗ |
| chatgpt_system_prompt | 10,804 | ▲ +11 | A collection of GPT system prompts and various prompt injection/leaking knowledge. ↗ |
| BAML | 9,392 | ▲ +11 | Type-safe prompting language + SDK that turns prompt engineering into schema engineering for reliable LLM out… ↗ |
| ChatGPT-Shortcut | 8,813 | ▲ +17 | 🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (Eng… ↗ |
| TypeChat | 8,687 | ▼ -2 | Microsoft's type-driven library for generating structured outputs from LLMs using TypeScript types. ↗ |
| FinRobot | 8,202 | ▲ +65 | FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀 ↗ |
Reinforcement Learning Simulators
Top 20 of 56 tracked Reinforcement Learning Simulators tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| ai-engineering-from-scratch | 67,035 | ▲ +3,606 | Learn it. Build it. Ship it for others. ↗ |
| Genesis | 30,040 | ▲ +18 | High-performance physics simulator with legged robot support and cross-sim unification for RL benchmarking. ↗ |
| ml-agents | 19,733 | ▲ +14 | The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simula… ↗ |
| awesome-artificial-intelligence | 16,643 | ▲ +33 | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. ↗ |
| MuJoCo | 15,600 | ▲ +145 | Industry-standard physics engine for fast, accurate contact-rich robot simulation. ↗ |
| PyBullet | 14,771 | ▲ +8 | Lightweight, Python-friendly physics simulator widely used for RL robotics prototyping. ↗ |
| Gymnasium | 12,651 | ▲ +35 | The standard API for reinforcement learning environments — formerly OpenAI Gym, now maintained by Farama Foun… ↗ |
| ART | 10,793 | ▲ +9 | Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the… ↗ |
| cleanrl | 10,530 | ▲ +40 | High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly feat… ↗ |
| machine_learning_examples | 8,929 | ▲ +3 | A collection of machine learning examples and tutorials. ↗ |
| vowpal_wabbit | 8,728 | ▲ +1 | Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such… ↗ |
| Isaac Lab | 8,315 | ▲ +38 | Unified GPU-accelerated framework for scalable robot learning and sim-to-real transfer built on NVIDIA Isaac… ↗ |
| Mooncake | 6,762 | ▲ +50 | Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. ↗ |
| Practical_RL | 6,590 | ▲ +8 | Open-source RL course with hands-on assignments covering value-based, policy-based, and model-based methods. ↗ |
| PufferLib | 6,513 | ▲ +19 | Puffing up reinforcement learning ↗ |
| VLM-R1 | 6,034 | ▲ +2 | Solve Visual Understanding with Reinforced VLMs ↗ |
| AReaL | 5,828 | ▲ +18 | The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. ↗ |
| OpenClaw-RL | 5,718 | ▲ +5 | Talk-to-train async RL framework — turn conversations into training signals for personalizing agents without… ↗ |
| open_spiel | 5,526 | ▲ +11 | OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and s… ↗ |
| EasyR1 | 5,186 | ▲ +4 | EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL ↗ |
Synthetic Data Generation
Top 20 of 51 tracked Synthetic Data Generation tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| stanford_alpaca | 30,231 | ▼ -2 | Code and documentation to train Stanford's Alpaca models, and generate the data. ↗ |
| WizardLM 2 | 9,478 | ▼ -3 | Microsoft's instruction-following LLM using Evol-Instruct for superior complex task performance ↗ |
| DataFlow | 8,208 | ▲ +17 | Easy Data Preparation with latest LLMs-based Operators and Pipelines. ↗ |
| data-juicer | 7,134 | ▲ +23 | Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 ↗ |
| snorkel | 6,014 | ▲ +1 | A system for quickly generating training data with weak supervision ↗ |
| Kiln | 5,187 | ▲ +19 | Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation… ↗ |
| self-instruct | 4,613 | ▲ +1 | Aligning pretrained language models with instruction data generated by themselves. ↗ |
| open-instruct | 3,895 | ▲ +13 | Framework for instruction-tuning and post-training language models with SFT, DPO, and RLVR techniques. ↗ |
| BlenderProc | 3,739 | ▲ +8 | Procedural Blender pipeline for generating photorealistic synthetic training data at scale. ↗ |
| SDV | 3,571 | ▲ +3 | Synthetic data generation for tabular data ↗ |
| Distilabel | 3,416 | ▲ +12 | Build synthetic datasets and preference data for post-training (SFT, DPO) with modular pipelines and integrat… ↗ |
| synthea | 3,380 | ▲ +8 | Generates synthetic patient populations with realistic medical records in FHIR, C-CDA, and CSV formats. ↗ |
| pgmpy | 3,354 | ▲ +6 | Python Toolkit for Causal and Probabilistic Reasoning ↗ |
| synthetic-data-generator | 2,440 | ▲ +1 | SDG is a specialized framework designed to generate high-quality structured tabular data. ↗ |
| DataDesigner | 2,321 | ▲ +20 | 🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data. ↗ |
| NeMo Curator | 1,804 | ▲ +13 | NVIDIA's toolkit for cleaning datasets with bias/toxicity detectors and PII redaction ↗ |
| curator | 1,743 | ▲ +4 | Bulk inference and scalable data curation framework for generating and processing synthetic training data wit… ↗ |
| ydata-synthetic | 1,659 | ▲ +0 | Synthetic data generators for tabular and time-series data ↗ |
| aisheets | 1,651 | ▲ +4 | No-code AI-powered spreadsheet tool to build, enrich, and transform datasets using open-source models from Hu… ↗ |
| CTGAN | 1,572 | ▲ +0 | Deep learning GAN model for generating high-fidelity synthetic tabular data from real datasets. ↗ |
Ethics Safety
Top 20 of 49 tracked Ethics Safety tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| CL4R1T4S | 51,126 | ▲ +234 | LEAKED SYSTEM PROMPTS FOR CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, DEVIN, REPLIT, AND MORE! - AI SY… ↗ |
| SHAP | 25,804 | ▲ +10 | SHapley Additive exPlanations—a game-theoretic approach to explain machine learning model predictions using S… ↗ |
| L1B3RT4S | 21,739 | ▲ +88 | TOTALLY HARMLESS LIBERATION PROMPTS FOR GOOD LIL AI'S! <NEW_PARADIGM> [DISREGARD PREV. INSTRUCTS] {*CLEAR YOU… ↗ |
| Llama Guard | 18,561 | ▲ +5 | Open safety classifiers for content moderation and harm detection built on Llama. ↗ |
| parlant | 18,297 | ▼ -2 | The interaction control harness for customer-facing AI agents - optimized for building controlled, consistent… ↗ |
| dirsearch | 14,941 | ▲ +20 | Web path scanner ↗ |
| LIME | 12,166 | ▲ +1 | Local Interpretable Model-Agnostic Explanations—explaining predictions of any black-box classifier by approxi… ↗ |
| sliver | 12,068 | ▲ +107 | Adversary Emulation Framework ↗ |
| Phoenix Safety Views | 11,784 | ▲ +82 | Arize's open-source LLM observability platform; visualize traces, embeddings, hallucinations, retrieval quali… ↗ |
| presidio | 11,271 | ▲ +122 | An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text,… ↗ |
| Garak | 9,523 | ▲ +97 | NVIDIA's comprehensive LLM vulnerability scanner with 20,000+ automated attacks across 100+ vectors ↗ |
| agent-governance-toolkit | 6,417 | ▲ +27 | AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability… ↗ |
| Adversarial Robustness Toolbox | 6,265 | ▲ +10 | IBM's toolkit with LLM-specific adversarial attacks, defenses, and evaluation suites ↗ |
| Captum | 5,713 | ▲ +5 | PyTorch model interpretability framework providing feature attribution methods to understand and debug neural… ↗ |
| afrog | 4,432 | ▲ +4 | A Security Tool for Bug Bounty, Pentest and Red Teaming. ↗ |
| JailbreakBench (verazuo) | 3,840 | ▲ +9 | Standardized benchmark for evaluating LLM jailbreak resistance with 100+ curated attack prompts and success-r… ↗ |
| blackarch | 3,525 | ▲ +4 | An ArchLinux based distribution for penetration testers and security researchers. ↗ |
| Cairn | 3,512 | ▲ +321 | A AI general-purpose state-space search engine, validated first on autonomous penetration testing. ↗ |
| TextAttack | 3,475 | ▼ -2 | Leading framework for adversarial attacks, robustness testing, and data augmentation in NLP with 50+ attack r… ↗ |
| pentestagent | 3,165 | ▲ +28 | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and pe… ↗ |
Agent Memory Systems
Top 20 of 45 tracked Agent Memory Systems tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| claude-mem | 99,455 | ▲ +3,653 | A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compress… ↗ |
| MiroFish | 77,987 | ▲ +2,202 | A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物 ↗ |
| MemPalace | 59,506 | ▲ +100 | Memory palace system for AI agents — long-term episodic memory with spatial retrieval metaphors; tackles the… ↗ |
| Cognee | 31,992 | ▲ +648 | Knowledge graph + memory layer for structured, queryable agent understanding. ↗ |
| supermemory | 31,185 | ▲ +110 | Memory engine and app that is extremely fast, scalable. The Memory API for the AI era. ↗ |
| TencentDB-Agent-Memory | 27,915 | ▲ +233 | TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline,… ↗ |
| dolt | 24,615 | ▲ +46 | Git-like version control for SQL databases with branching, merging, and collaborative data workflows. ↗ |
| zvec | 16,092 | ▲ +30 | A lightweight, lightning-fast, in-process vector database ↗ |
| memU | 14,525 | ▲ +33 | Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot). ↗ |
| EverOS | 13,400 | ▲ +62 | Long-term memory operating system for AI agents with structured knowledge extraction and retrieval. ↗ |
| MemOS | 11,803 | ▲ +109 | AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross… ↗ |
| ai-memory | 9,131 | ▲ +318 | Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors ↗ |
| honcho | 7,567 | ▲ +111 | Memory library for building stateful agents ↗ |
| engram | 7,130 | ▲ +106 | Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP… ↗ |
| Zep | 4,955 | ▲ +7 | Fast, scalable memory store for conversational agents with summarization and fact extraction. ↗ |
| awesome-harness-engineering | 4,786 | ▲ +93 | Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observabilit… ↗ |
| OpenMemory | 4,527 | ▲ +10 | Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravi… ↗ |
| HippoRAG | 4,054 | ▲ +18 | Neurobiologically-inspired long-term memory for LLMs using personalized PageRank over a knowledge graph of en… ↗ |
| MIRIX | 3,450 | ▲ +0 | Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions in… ↗ |
| trustgraph | 2,791 | ▲ +19 | The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastr… ↗ |
LLM Observability Tracing
Top 20 of 41 tracked LLM Observability Tracing tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Langfuse | 35,637 | ▲ +280 | Self-hosted LLM observability platform — tracing prompts, completions, costs, latency, and custom evaluations… ↗ |
| signoz | 32,328 | ▲ +57 | SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a si… ↗ |
| MLflow | 28,341 | ▲ +90 | Open ML lifecycle platform with LLM prompt tracking & evaluation ↗ |
| llm-action | 25,152 | ▲ +24 | Comprehensive LLM engineering knowledge base covering training, inference, compression, and deployment techni… ↗ |
| RagaAI-Catalyst | 16,168 | ▼ -2 | Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm… ↗ |
| Portkey | 13,164 | ▲ +39 | Production-grade AI gateway: 250+ LLMs unified, guardrails, caching, load balancing, PII redaction, cost cont… ↗ |
| Weights & Biases | 11,274 | ▲ +6 | AI developer platform for experiment tracking, hyperparameter optimization, and model management—building and… ↗ |
| Bifrost | 8,696 | ▲ +150 | Enterprise AI gateway from Maxim — adaptive load balancer, cluster mode, guardrails, semantic caching, and un… ↗ |
| Evidently | 7,982 | ▲ +13 | Open-source ML/LLM observability for evaluating, testing, monitoring with drift detection, quality metrics, i… ↗ |
| manifest | 7,566 | ▲ +16 | Smart Model Routing for Personal AI Agents. Cut Costs up to 70% 🦞👧🦚 ↗ |
| OpenLLMetry | 7,481 | ▲ +13 | OpenTelemetry-based observability SDK for LLM applications with automatic instrumentation for 30+ LLM provide… ↗ |
| agent-starter-pack | 6,570 | ▲ +3 | Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evalua… ↗ |
| Giskard | 5,886 | ▲ +25 | Evaluation & testing toolkit for ML/LLM models with automatic dataset generation and bias detection ↗ |
| coze-loop | 5,765 | ▲ +6 | Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by prov… ↗ |
| cube-studio | 5,080 | ▲ +0 | cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGP… ↗ |
| LangWatch | 4,936 | ▲ +25 | Open-source LLM observability + evaluation platform: tracing, prompt optimization, dataset-driven evals, and… ↗ |
| latitude-llm | 4,718 | ▲ +16 | Latitude is the open-source agent engineering platform ↗ |
| logfire | 4,512 | ▲ +5 | AI observability platform for production LLM and agent systems. ↗ |
| llm-twin-course | 4,390 | ▲ +1 | 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀… ↗ |
| Acontext | 3,692 | ▼ -7 | Agent Skills as a Memory Layer ↗ |
Data Labeling Annotation
Top 20 of 34 tracked Data Labeling Annotation tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Supervision | 51,175 | ▲ +59 | Modern reusable utilities for annotation, visualization, detection pipelines, and model evaluation in product… ↗ |
| label-studio | 28,441 | ▲ +43 | Label Studio is a multi-type data labeling and annotation tool with standardized output format ↗ |
| cleanlab | 11,696 | ▲ +9 | Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning… ↗ |
| doccano | 10,793 | ▲ +5 | Open source annotation tool for machine learning practitioners. ↗ |
| argilla | 5,146 | ▲ +9 | Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets ↗ |
| anylabeling | 3,494 | ▲ +2 | Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileS… ↗ |
| coco-annotator | 2,286 | ▲ +1 | ✏️ Web-based image segmentation tool for object detection, localization, and keypoints ↗ |
| ISAT_with_segment_anything | 2,190 | ▲ +4 | Labeling tool with SAM(segment anything model),supports SAM, SAM2, SAM3, sam-hq, MobileSAM EdgeSAM etc.交互式半自动… ↗ |
| universal-data-tool | 2,075 | ▲ +2 | Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app. ↗ |
| gromit-mpx | 1,403 | ▲ +4 | Gromit-MPX is an on-screen annotation tool that works with any Unix desktop environment under X11 as well as… ↗ |
| audino | 1,148 | ▲ +0 | Open-source audio annotation tool for transcription, labeling, and speech recognition tasks. ↗ |
| expressive-code | 967 | ▲ +1 | A text marking & annotation engine for presenting source code on the web. ↗ |
| OpenLabeling | 965 | ▲ +0 | Open-source GUI tool for annotating images and videos with bounding boxes in YOLO and PASCAL VOC formats. ↗ |
| inception | 720 | ▲ +0 | INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge ma… ↗ |
| Yolo_Label | 711 | ▲ +0 | GUI for marking bounded boxes of objects in images for training neural network YOLO ↗ |
| semi-auto-image-annotation-tool | 596 | ▲ +0 | Anno-Mage: A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you anno… ↗ |
| lost | 580 | ▲ +0 | Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environmen… ↗ |
| Rectlabel-support | 552 | ▲ +0 | RectLabel is an offline image annotation tool for object detection and segmentation. ↗ |
| leed_pdf_viewer | 442 | ▲ +2 | Open-source PDF annotation and drawing tool built for privacy. Sketch and annotate PDFs with natural pen-like… ↗ |
| VisioFirm | 438 | ▼ -1 | AI-powered web-based annotation tool for computer vision with YOLO, SAM2, and video support. ↗ |
LLM Gateways Routing
Top 20 of 32 tracked LLM Gateways Routing tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| OmniRoute | 75,087 | ▲ +2,313 | Universal LLM proxy with smart routing, load balancing, retries, fallbacks, and OpenAI-compatible endpoint fo… ↗ |
| new-api | 49,688 | ▲ +437 | A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-… ↗ |
| apisix | 17,210 | ▲ +22 | The Cloud-Native API Gateway and AI Gateway ↗ |
| casdoor | 14,546 | ▲ +39 | An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with… ↗ |
| higress | 9,528 | ▲ +38 | Cloud-native AI gateway based on Envoy with Wasm plugin extensibility for LLM routing and MCP server hosting. ↗ |
| coai | 9,326 | ▲ +7 | 🚀 Next Generation Multi-tenant AI One-Stop Solution. Builtin Admin & Billing System. Enterprise-Grade Unifie… ↗ |
| plano | 7,084 | ▲ +5 | Plano is an AI-native proxy and data plane for agentic apps — with built-in orchestration, safety, observabil… ↗ |
| Helicone | 6,211 | ▲ +12 | Open-source observability platform for LLM applications with caching, cost tracking, and performance monitori… ↗ |
| vLLM Semantic Router | 6,079 | ▲ +58 | Signal-driven semantic router from the vLLM project — mixture-of-models routing across local/cloud LLMs optim… ↗ |
| agentgateway | 5,278 | ▲ +114 | Next-gen AI-native proxy/gateway — routes to OpenAI/Anthropic/Gemini/Bedrock with load balancing, failover, g… ↗ |
| Thunderbolt | 4,777 | ▲ +6 | TypeScript-based model routing + control layer — own your data, eliminate vendor lock-in, route across any LL… ↗ |
| octelium | 4,095 | ▲ +7 | A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN… ↗ |
| goclaw | 3,644 | ▲ +3 | GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurr… ↗ |
| claude-tap | 3,274 | ▲ +15 | Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode,… ↗ |
| WindsurfAPI | 3,078 | ▲ +21 | Windsurf-to-OpenAI compatible API proxy ↗ |
| LLMRouter | 2,998 | ▲ +10 | Intelligent LLM router with 16+ strategies for dynamic model selection by task complexity, cost, latency, and… ↗ |
| ccs | 2,886 | ▲ +14 | Switch between Claude accounts, Gemini, Copilot, OpenRouter (300+ models) via CLIProxyAPI OAuth proxy. Visual… ↗ |
| octopus | 2,696 | ▲ +28 | One Hub All LLMs For You | 为个人打造的 LLM API 聚合服务 ↗ |
| krakend-ce | 2,690 | ▲ +1 | KrakenD Community Edition: High-performance, stateless, declarative, API Gateway written in Go. ↗ |
| openrelay | 2,310 | ▲ +3 | 几百个免费 AI 模型配额，一键接入本地项目。| Hundreds of free AI model quotas, one-click access to local projects. ↗ |
Desktop Personal Agents
Top 20 of 22 tracked Desktop Personal Agents tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| OpenClaw | 391,666 | ▲ +395 | Local-first personal AI assistant for any OS — lives in your chat/voice channels, keeps your data on-device,… ↗ |
| Browser Use | 117,602 | ▲ +503 | Web-browser-controlling agents for automation, research, scraping, interaction; navigates sites and fills for… ↗ |
| siyuan | 46,712 | ▲ +83 | A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript… ↗ |
| openhuman | 41,810 | ▲ +1,237 | OpenHuman is an open source personal AI for Mac, Windows and Linux — local-first memory, agent orchestration,… ↗ |
| browser-harness | 18,383 | ▲ +103 | Browser Harness | Self-healing harness that enables LLMs to complete any task. ↗ |
| eigent | 15,494 | ▲ +38 | Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to… ↗ |
| shell_gpt | 12,291 | ▲ +1 | A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish you… ↗ |
| UI-TARS | 11,580 | ▲ +23 | ByteDance's multimodal GUI agent with fine-tuned vision model for screenshot-based desktop control — state-of… ↗ |
| Self-Operating Computer | 10,290 | ▼ -7 | Multimodal AI agent that operates your computer by taking screenshots and generating mouse/keyboard actions. ↗ |
| osaurus | 8,035 | ▲ +17 | Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cr… ↗ |
| openhanako | 6,755 | ▲ +72 | A personal AI agent with memory, personality, and autonomy. ↗ |
| maka | 5,697 | ▲ +10 | Apache Maka (Incubating) is a high-performance agent workspace that keeps a complete record of everything it… ↗ |
| BitFun | 2,413 | ▲ +35 | BitFun is a desktop-grade Agent runtimeand a ready-to-use suite of desktop Agent applications.with built-in C… ↗ |
| open-codex-computer-use | 2,384 | ▲ +64 | Open-source Computer Use service for macOS, Linux, and Windows exposed via MCP protocol for AI agents. ↗ |
| Orkas | 2,166 | ▲ +16 | Local-first, open-source desktop app (Electron, MIT) where a commander LLM directs specialist sub-agents and… ↗ |
| py-gpt | 1,987 | ▲ +17 | Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bie… ↗ |
| hello-halo | 1,717 | ▲ +4 | 7×24 Desktop AI Agent for Everyone. Visual AI assistant with remote access, file management, and built-in AI… ↗ |
| workany | 1,525 | ▲ +1 | Desktop AI agent that executes natural language tasks with real-time code generation and artifact preview. ↗ |
| BrowserGym | 1,399 | ▲ +16 | ServiceNow's benchmark + environment for browser-automation agents — standardized web tasks with GUI groundin… ↗ |
| OpenContext | 1,264 | ▲ +10 | A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/Open… ↗ |
AI Devops Deployment
Top 16 of 16 tracked AI Devops Deployment tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| n8n | 206,963 | ▲ +345 | Powerful workflow automation with native LLM nodes; build AI agents, RAG, integrations visually; 1000+ connec… ↗ |
| AutoGPT | 187,516 | ▼ -131 | Iconic autonomous agent with think→plan→act→observe→critique loop; internet access, file I/O, long-term memor… ↗ |
| LangChain | 147,605 | ▲ +179 | Cornerstone framework for production LLM applications; abstracts chains, agents, RAG, tools, memory into modu… ↗ |
| LocalAI | 49,467 | ▲ +89 | Drop-in OpenAI-compatible REST API for running LLMs, images, audio, video entirely locally; no GPU required. ↗ |
| AgentScope | 33,070 | ▲ +328 | Alibaba's flexible multi-agent simulation and orchestration platform ↗ |
| Mastra | 28,701 | ▲ +155 | TypeScript-native framework for building, testing, and deploying production agents with workflows. ↗ |
| Haystack | 26,717 | ▲ +71 | Open-source orchestration for LLM pipelines with prompt templating & structured RAG ↗ |
| Letta | 25,098 | ▲ +74 | Stateful, memory-rich LLM agents with persistent memory, self-editing, archival storage, and adaptive reasoni… ↗ |
| semantica | 13,918 | ▲ +278 | Semantica 🧠 — A framework for building semantic layers, context graphs, and decision intelligence systems wi… ↗ |
| Hive | 11,094 | ▲ +3 | Goal-driven autonomous agent framework with self-improving evolution loops ↗ |
| Superagent | 6,762 | ▼ -3 | Modular, plugin-based framework for building autonomous LLM agents ↗ |
| FastDeploy | 3,718 | ▲ +1 | High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle ↗ |
| LocalCowork | 2,554 | ▲ +21 | Fully local, on-device AI agent with ultra-fast tool routing on consumer hardware ↗ |
| claw-compactor | 2,007 | ▲ +1 | 14-stage Fusion Pipeline for LLM token compression — reversible compression, AST-aware code analysis, intelli… ↗ |
| ai-infra-engineer-learning | 1,772 | ▲ +21 | AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience) ↗ |
| UniRL | 1,011 | ▲ +10 | UniRL is a Framework for Unified Multimodal Model Reinforcement Learning ↗ |
AI Security Red Teaming
Top 12 of 12 tracked AI Security Red Teaming tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| Anthropic-Cybersecurity-Skills | 34,208 | ▲ +446 | 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE… ↗ |
| Promptfoo (Security) | 25,888 | ▲ +196 | LLM red-teaming and security testing — automated vulnerability scanning for prompt injection, jailbreaks, PII… ↗ |
| LM Evaluation Harness (Security) | 14,182 | ▲ +54 | EleutherAI's evaluation harness cross-listed for AI safety benchmarks — TruthfulQA, ToxiGen, BBQ, and safety-… ↗ |
| Garak (AI Security) | 9,523 | ▲ +97 | LLM vulnerability scanner — probes language models for prompt injection, jailbreaks, hallucination, toxicity,… ↗ |
| Purple Llama | 4,425 | ▲ +7 | Set of tools to assess and improve LLM security. ↗ |
| PromptBench | 2,807 | ▲ +0 | Microsoft's LLM robustness evaluation framework — tests model resilience to adversarial prompts, typos, attac… ↗ |
| pentest-ai-agents | 2,322 | ▲ +16 | Turn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized pen… ↗ |
| LLM Security Research | 2,150 | ▲ +3 | Foundational LLM security research repo — original indirect prompt injection attack papers, PoC exploits, and… ↗ |
| attackgen | 1,254 | ▲ +2 | AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models… ↗ |
| DeepZero | 739 | ▲ +4 | Pipeline engine for repeatable binary and driver analysis: YAML-defined stages chain Ghidra decompilation and… ↗ |
| JailbreakBench (JailbreakBench) | 687 | ▲ +0 | Standardized open-source benchmark for evaluating LLM jailbreak attacks — unified dataset, attack implementat… ↗ |
| Vigil LLM (Security) | 505 | ▲ +7 | Real-time LLM security scanner — detects prompt injection, jailbreaks, and malicious payloads via vector simi… ↗ |
AI Search Engines
Top 10 of 10 tracked AI Search Engines tools, by stars.
| Tool | Stars | 7-day | What it does |
|---|---|---|---|
| SearXNG | 38,214 | ▲ +277 | Privacy-respecting, hackable metasearch engine — aggregates results from 70+ sources with no tracking, no ads… ↗ |
| khoj (AI Search) | 37,627 | ▲ +68 | Self-hostable AI second brain with semantic search — search your notes, docs, and the web with any local or c… ↗ |
| Perplexica | 37,240 | ▲ +235 | Open-source AI-powered search engine and Perplexity alternative — semantic search with source citations, loca… ↗ |
| STORM | 31,604 | ▲ +38 | Stanford research system that writes long-form Wikipedia-style articles from scratch by doing iterative web s… ↗ |
| GPT Researcher | 30,011 | ▲ +106 | Autonomous deep research agent — generates comprehensive, cited research reports on any topic by searching th… ↗ |
| Morphic | 9,157 | ▲ +3 | AI-powered search with generative UI — Perplexity-style answer engine built with Next.js, Vercel AI SDK, and… ↗ |
| MindSearch | 6,940 | ▲ +6 | Multi-agent web search framework — decomposes complex queries into a search graph, uses multiple agents to fi… ↗ |
| LLM Answer Engine | 5,035 | ▼ -2 | Full-stack Perplexity-style answer engine — Next.js + Groq + Brave Search with streaming responses, citations… ↗ |
| Farfalle | 3,538 | ▼ -5 | Open-source AI search with local or cloud LLMs — Perplexity alternative supporting Groq, Ollama, and standard… ↗ |
| TurboSeek | 1,657 | ▼ -2 | AI search engine powered by Together AI and Mixtral — open-source Perplexity clone with web search, citations… ↗ |
Methodology
Star counts and 7-day velocity come from the GitHub API in a fixed nightly measurement window (21:53 CST), so week-over-week trends compare like-for-like. Rankings are math — stars and measured momentum — with the pipeline public at ossaihub-cron and the receipts at ossaihub.com/data-health. Last sweep: 2026-10-11.
Contributing
Know an open-source AI tool we're not tracking? Submit it — open-source license and a real, working repo required. Submissions never affect rankings; velocity is measured after listing, same as everyone.
License
CC BY 4.0 — use it, fork it, cite it. Compiled nightly by SIG-01, the OSS AI Hub probe.
来源：GitHub · github.com