awesome-generative-ai

AI Agents & Frameworks

Comprehensive collection of AI agents, frameworks, and tools for building autonomous AI systems.


Table of Contents


Top 10 AI Agent Projects

Rank Agent Stars Organization Description Links
28,156 AutoGPT 187,918 Significant-Gravitas Accessible AI tools for building and using AI agents Repo
162,190 Ollama 186,059 Ollama Tool for running large language models locally Repo
126,273 LangChain 149,112 LangChain AI Framework enabling context-aware reasoning applications Repo
72,094 Lobe Chat 84,128 LobeHub Open-source UI framework for ChatGPT/LLM-based chat apps Repo
67,644 OpenDevin 92,784 OpenDevin Open-source autonomous AI software engineer Repo
62,078 Open Interpreter 68,810 OpenInterpreter Coding agent enabling language models to execute code locally Repo
64,025 MetaGPT 71,190 Geekan Multi-agent framework enabling GPT collaboration Repo
57,104 PrivateGPT 57,631 Zylon AI Secure, offline-capable AI tool for querying documents Repo
55,210 GPT Engineer 54,979 GPT Engineer Org AI-powered tool for natural language software specification Repo
54,392 AutoGen 61,725 Microsoft Multi-agent conversation framework for LLM applications Repo

Rising AI Agent Projects

Agent Stars Organization Description Links
Flowise 55,556 FlowiseAI Drag-and-drop interface for AI workflows Repo
FastChat 39,550 LM-SYS Platform for training, serving, and evaluating LLM chatbots Repo
Cal.ai 49,730 Cal.com Open-source AI scheduling assistant Repo
Aider 49,980 Paul Gauthier Command-line tool for AI-assisted pair programming Repo
Jan 45,507 JanHQ Open-source ChatGPT alternative that operates offline Repo
CrewAI 60,560 Jo찾o Moura Framework for orchestrating role-playing AI agents Repo
AgentGPT 36,266 Reworkd Configure and deploy autonomous AI agents Repo
GPT Pilot 33,645 Pythagora Open-source AI developer tool Repo
Tabby 33,919 TabbyML Self-hosted, open-source AI coding assistant Repo

Specialized AI Agents

Development Agents

Agent Stars Description Links
SWE-agent 20,738 Software engineering agent for GitHub repositories Repo
Sweep 7,707 AI tool that transforms GitHub issues into pull requests Repo
Continue 36,416 Open-source autopilot plugin for VS Code and JetBrains Repo
Bloop 9,477 GPT-based coding assistant for codebase interactions Repo
Cody 3,793 AI coding assistant with enterprise features Repo

Research Agents

Agent Stars Description Links
GPT Researcher 30,516 AI-powered autonomous agent for online research Repo
AI Researcher 954 AI agent leveraging Claude for in-depth topic research Repo
Perplexica 38,042 Open-source search and research assistant Repo
notebooklm-py 20,132 Unofficial Python API and agentic skill for Google NotebookLM Repo
BettaFish 42,601 Multi-agent public-opinion analysis system for social-platform trend insights Repo
MiroFish 84,379 Multi-agent swarm simulation engine for high-fidelity prediction workflows Repo
Tavily - Comprehensive research assistant with Search API for LLMs Website
Aomni - AI agent for researching prospective customers Website

Security & Pentesting Agents

Agent Stars Description Links
PentestAgent 3,247 AI agent framework for black-box security testing, bug bounty, red-team, and penetration testing workflows Repo
pentagi 33,480 Fully autonomous multi-agent system for complex penetration testing and offensive security workflows Repo
rea 435,703 Agent-driven reverse engineering from app behavior down to native binaries Repo

Finance Agents

Agent Stars Description Links
Dexter 27,760 Open-source financial research agent for data-backed analysis Repo
FinRobot 8,382 Open-source agent platform for financial analysis with LLMs Repo
TradingAgents 120,892 Multi-agent trading framework that mirrors real-world trading firms with analyst, researcher, trader, and risk roles Repo

Content Agents

Agent Stars Description Links
ShortGPT 8,115 AI-powered framework for automating content creation Repo
GPT Newspaper 1,374 Autonomous agent for creating personalized newspapers Repo
MoneyPrinterV2 32,316 Automation app for YouTube Shorts, Twitter bots, affiliate workflows, and AI-assisted online content monetization Repo
ShortX - AI-powered video automation platform for social media Website
ChartGPT - AI-driven services for table summarization and charting Website

Personal Assistant Agents

Agent Stars Description Links
OpenClaw 394,016 Personal AI assistant for any OS and platform Repo
ZeroClaw 33,144 Open-source personal AI assistant for cross-platform workflows Repo
Orkas 9,049 Open-source, local-first desktop workforce whose Commander coordinates specialist agents through one conversation. Repo

Voice Agents

Agent Description Links
Bland AI Platform for building AI-powered phone agents Website
Vapi Developer-friendly platform for voicebot creation Website
Synthflow AI No-code conversational AI voice agents Website
Play.ai Conversational AI voice solutions Website

AI Agent Frameworks & Tools

Framework Stars Description Links
LangGraph 44,549 Python library for stateful, multi-actor applications with LLMs Repo
Langroid 4,126 Multi-agent programming framework for LLM applications Repo
AReaL 5,901 Asynchronous RL training system for LLM reasoning and agents Repo
SuperAGI 17,735 Open-source framework for autonomous AI agents Repo
XAgent 8,548 Open-source autonomous agent for complex task solving Repo
BabyAGI 22,354 AI-powered task management system with OpenAI Repo
ChatDev 34,690 Virtual software company with intelligent agents Repo
CAMEL 18,013 Communicative agents for mind exploration Repo
Qwen-Agent 17,255 Agent framework from QwenLM for building tool-using LLM agents Repo
AgentVerse 5,168 Multi-LLM agent framework for various applications Repo
AgentCPM 834 OpenBMB multi-agent framework built around CPM models and tooling Repo
Swarms 7,354 Multi-agent collaboration for production applications Repo
Agno 43,078 Agent framework for building multi-agent systems and tools Repo
hermes-agent 260,990 Self-improving agent with memory, skills, automation, and multi-channel runtime Repo
PraisonAI 9,322 Low-code framework leveraging AutoGen and CrewAI Repo
TaskingAI 5,409 Platform for AI-native app development Repo
Superpowers 313,215 Open-source skills library and workflow system for coding agents Repo
Deer-Flow 85,055 Flow-based orchestration framework for agent workflows Repo
CoPaw 37,415 Agent framework and orchestration toolkit from AgentScope AI Repo
Hive 11,141 Framework for building and coordinating production AI agents Repo
agency-agents 166,811 Python toolkit for orchestrating multi-agent workflows Repo
Daytona 71,371 Development environment manager for agentic coding workflows Repo
XState 30,412 State machines and actor model for orchestrating agent flows Repo
OpenRAG 4,673 Open-source RAG framework for building retrieval pipelines and agentic QA systems Repo
InsForge 13,294 Open-source framework and toolkit for building AI-agent workflows Repo
Paperclip 111,564 Open-source app for managing and coordinating AI agents at work Repo
Tale 42 Self-hosted workspace where teams assign tasks to AI agents and review results Repo

Memory & Learning Systems

System Stars Description Links
MemGPT 25,365 Customizable AI chatbot with self-editing memory Repo
Letta 25,365 Agent framework with long-term memory (MemGPT successor) Repo
Zep 4,995 Long-term memory service for AI assistants Repo
LocalGPT 22,196 Private document interactions with local LLMs Repo
pdfGPT 7,170 Chat with PDF documents using retrieval-augmented pipelines Repo
LoopGPT 1,459 Modular auto-GPT framework with plug-and-play API Repo
OpenRecall 2,969 Open-source, privacy-focused digital memory tool Repo
LiveRecall 168 Open-source alternative to Microsoft’s Recall Repo
MemMachine 3,086 Memory engine for long-term agent context Repo
Cognee 33,102 Memory and retrieval system for LLM apps Repo
Graphiti 32,580 Knowledge graph memory engine for agent context Repo
LightRAG 40,570 Lightweight RAG framework for retrieval pipelines Repo
nanobot 49,869 Lightweight agent/RAG bot framework from HKUDS Repo
UltraRAG 5,738 RAG framework focused on long-context retrieval and reranking Repo
Engram 4,811 Long-term memory store for LLM agents Repo
claude-mem 113,707 Claude Code plugin for persistent memory compression and context recall across sessions Repo
mem0 68,498 Open-source memory layer for LLM apps Repo
memU 14,607 Memory system for persistent user profiles and long-term personalization Repo
RAGFlow 93,658 RAG workflow engine for document retrieval Repo
Anything-LLM 67,995 All-in-one LLM app for private docs and chat Repo
memvid 17,378 Memory system using video-focused retrieval Repo
Acontext 3,698 Context store for agent memory and recall Repo
Trilium 38,719 Personal knowledge base for long-term notes Repo
Memos 64,309 Open-source, self-hosted knowledge management and note-taking platform Repo
Supermemory 31,550 Open-source memory engine and API for long-term AI context Repo
Beads 28,544 Open-source, git-backed, dependency-aware issue tracker for project memory Repo
Hyperconsciousness 10 Developer-alpha encrypted, append-only knowledge store with Rust CLI, MCP, and scoped expiring grants Repo

Voice & Phone AI Agents

Agent Description Links
Synthflow AI No-code conversational AI voice agents Website
Play.ai Conversational AI voice solutions Website
Twilio Cloud communications platform for phone integration Website
Vonage Phone services for AI agent integration Website
Bland AI Platform for building AI-powered phone agents Website
Vapi Developer-friendly platform for voicebot creation Website
voice-assistant Local voice assistant demo with Whisper and Llama Repo
MOSS-TTS Open-source high-fidelity multilingual speech and sound generation model family Repo

Development & Coding Agents

Agent Stars Description Links
Devin - Fully autonomous AI software engineer Website
Devika 19,547 Open-source AI software engineer alternative Repo
Devon 3,449 AI agent for code correction and completion Repo
Cody 3,793 AI coding assistant with enterprise features Repo
agents 42,249 Collection of agent patterns, prompts, and workflow examples Repo
hello-agents 86,217 Hands-on repository for learning and building AI agents Repo
AI Chatbot 21,033 Full-stack Next.js AI chatbot starter by Vercel Repo
Chatbot UI 33,318 Open-source ChatGPT-style UI for LLM apps Repo
crewAI-examples 6,157 Example projects and templates for building agents with CrewAI Repo
nanochat 60,319 Minimal LLM chat app / playground (Karpathy) Repo
vimGPT 2,671 GPT integration with Vimium for web browsing Repo
GPT Computer Assistant 7,966 Unofficial app bringing ChatGPT functionality to Windows/Linux Repo
Claudian 15,919 Obsidian plugin that embeds Claude Code as an in-vault AI collaborator Repo
oh-my-claudecode 40,631 Teams-first multi-agent orchestration layer for Claude Code with staged planning, execution, and verification workflows Repo
OpenHands 92,784 Open-source AI software development agent Repo
Agent-S 12,890 Autonomous agent for multi-step software tasks Repo
Goose 56,283 Open-source, local, extensible AI agent for automating engineering tasks Repo
YYLO 66 Command-line orchestrator for coding agents with typed task, validation, merge, and release-readiness boundaries Repo

Web & Browser Automation

Agent Stars Description Links
BrowserGPT 420 GPT-4 + Playwright for browser control Repo
ScrapeGraphAI 23,039 AI agents for automated web scraping Repo
Self Operating Computer 10,305 Multimodal models for computer interaction Repo
AppAgent 6,917 Mobile-friendly LLM-based multimodal agent Repo
NavAIGuide 116 Extensible, mobile-friendly, multi-modal agentic framework Repo
Tarsier 1,771 Utility library for enhancing web interaction for AI agents Repo
browser-use 120,175 LLM-driven browser automation toolkit Repo
crawl4ai 86,969 AI-first web crawler and scraper Repo

Evaluation & Monitoring

Tool Stars Description Links
AgentBench 3,816 Benchmark for evaluating LLM agents Repo
OmniDocBench 2,152 Benchmark for document understanding and LLM document QA Repo
AgentOps 5,950 Observability and evaluation for AI agents Repo
LangSmith 1,083 Debugging and monitoring for LLM applications Repo
Helicone 6,270 Observability platform for Language Learning Models Repo
LangFuse 37,088 Open-source LLM engineering platform Repo
MLflow 28,697 Experiment tracking, model registry, and model evaluation Repo
Context - Tool for evaluating and analyzing products with LLMs Website
Traces - W&B Traces for AI agent observability Website
Agent Harness 3 Agent evaluation harness and test runner Repo

Additional Tools & Utilities

Function Calling & Tools

Tool Stars Description Links
Activepieces 25,396 Open-source workflow automation for AI agents and apps Repo
Composio 30,946 Quick integration of 26,531+ tools for developers and agents Repo
TypeChat 8,693 Library for building natural language interfaces Repo
NPI 230 Open-source platform providing tool-use APIs for AI agents Repo
python-telegram-bot 29,559 Python framework for building Telegram bots with async APIs Repo
learn-claude-code (Skill Loading) 79,968 Guide to Claude Code skill loading patterns and workflow design Docs
Project N.O.M.A.D. 42,357 Offline-first knowledge and education server with local AI, maps, and content tools Repo
Pandoc 46,835 Universal document converter useful for agent content workflows Repo
Tools by Taskade - Custom AI agents with web search and computational tools Docs
LiteLLM 62,812 LLM gateway/proxy for multi-provider access Repo
impeccable 104,252 Frontend design skill pack and commands for AI coding tools Repo
andrej-karpathy-skills 230,019 Single CLAUDE.md addressing LLM coding pitfalls observed by Andrej Karpathy Repo
agent-skills 113,596 Production-grade engineering skills for Claude Code, Codex, Cursor and other agents Repo
diagram-design 65,381 Agent skill generating 44 diagram types as self-contained HTML and SVG Repo

Ops & Monitoring

Tool Stars Description Links
Prometheus 66,973 Metrics collection, time-series storage, and alerting Repo
Uptime Kuma 93,306 Self-hosted uptime monitoring and status pages Repo
Huginn 50,298 Self-hosted automation agents for monitoring and notifications Repo
Trivy 39,051 Security scanner for code, containers, IaC, and dependencies Repo
ccusage 19,342 CLI utility for tracking and summarizing Claude Code usage Repo
tokscale 5,802 CLI and visualization dashboard for tracking token usage and costs across Claude Code, Codex, Cursor, Gemini, OpenCode, and other AI coding agents Repo
Superset 16,004 Open-source data exploration and dashboard platform for observability Repo
Glance 38,044 Self-hosted dashboard for services and bookmarks Repo
Glances 33,906 Cross-platform system monitoring (CLI + web UI) Repo

LLM Serving & Fine-tuning

Tool Stars Description Links
LocalAI 50,225 Open-source OpenAI-compatible server for running LLMs locally Repo
new-api 51,479 OpenAI-compatible API gateway for multiple LLM providers Repo
LlamaFactory 75,909 LLM fine-tuning and training toolkit Repo

Structured Outputs

Tool Stars Description Links
Instructor 14,098 Python library for structured outputs from LLMs Repo
Outlines 16,005 Robust text generation library for agentic AI developers Repo
Pydantic 29,309 Python library for data validation through type hints Repo
FuzzTypes 219 Pydantic extension with autocorrecting annotation types Repo

Safety & Guardrails

Tool Stars Description Links
Guardrails 7,585 Python framework for building reliable AI applications Repo
Guidance 21,820 Programming paradigm for enhanced control in model generation Repo
NeMo Guardrails 7,438 Open-source toolkit for programmable guardrails Repo
IvyCheck 3 API for real-time AI application safety checks Repo



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