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 182,590 Significant-Gravitas Accessible AI tools for building and using AI agents Repo
162,190 Ollama 165,516 Ollama Tool for running large language models locally Repo
126,273 LangChain 130,123 LangChain AI Framework enabling context-aware reasoning applications Repo
72,094 Lobe Chat 73,942 LobeHub Open-source UI framework for ChatGPT/LLM-based chat apps Repo
67,644 OpenDevin 69,367 OpenDevin Open-source autonomous AI software engineer Repo
62,078 Open Interpreter 62,780 OpenInterpreter Coding agent enabling language models to execute code locally Repo
64,025 MetaGPT 65,537 Geekan Multi-agent framework enabling GPT collaboration Repo
57,104 PrivateGPT 57,189 Zylon AI Secure, offline-capable AI tool for querying documents Repo
55,210 GPT Engineer 55,224 GPT Engineer Org AI-powered tool for natural language software specification Repo
54,392 AutoGen 55,859 Microsoft Multi-agent conversation framework for LLM applications Repo

Rising AI Agent Projects

Agent Stars Organization Description Links
Flowise 50,884 FlowiseAI Drag-and-drop interface for AI workflows Repo
FastChat 39,429 LM-SYS Platform for training, serving, and evaluating LLM chatbots Repo
Cal.ai 40,618 Cal.com Open-source AI scheduling assistant Repo
Aider 42,122 Paul Gauthier Command-line tool for AI-assisted pair programming Repo
Jan 41,146 JanHQ Open-source ChatGPT alternative that operates offline Repo
CrewAI 46,503 Jo찾o Moura Framework for orchestrating role-playing AI agents Repo
AgentGPT 35,846 Reworkd Configure and deploy autonomous AI agents Repo
GPT Pilot 33,804 Pythagora Open-source AI developer tool Repo
Tabby 33,026 TabbyML Self-hosted, open-source AI coding assistant Repo

Specialized AI Agents

Development Agents

Agent Stars Description Links
SWE-agent 18,779 Software engineering agent for GitHub repositories Repo
Sweep 7,648 AI tool that transforms GitHub issues into pull requests Repo
Continue 31,937 Open-source autopilot plugin for VS Code and JetBrains Repo
Bloop 9,516 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 25,833 AI-powered autonomous agent for online research Repo
AI Researcher 944 AI agent leveraging Claude for in-depth topic research Repo
Perplexica 33,123 Open-source search and research assistant Repo
notebooklm-py 6,309 Unofficial Python API and agentic skill for Google NotebookLM Repo
BettaFish 39,480 Multi-agent public-opinion analysis system for social-platform trend insights Repo
MiroFish 34,578 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

Finance Agents

Agent Stars Description Links
Dexter 18,048 Open-source financial research agent for data-backed analysis Repo
FinRobot 6,430 Open-source agent platform for financial analysis with LLMs Repo

Content Agents

Agent Stars Description Links
ShortGPT 7,163 AI-powered framework for automating content creation Repo
GPT Newspaper 1,374 Autonomous agent for creating personalized newspapers 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 323,454 Personal AI assistant for any OS and platform Repo
ZeroClaw 27,905 Open-source personal AI assistant for cross-platform workflows 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 26,843 Python library for stateful, multi-actor applications with LLMs Repo
Langroid 3,934 Multi-agent programming framework for LLM applications Repo
AReaL 4,836 Asynchronous RL training system for LLM reasoning and agents Repo
SuperAGI 17,279 Open-source framework for autonomous AI agents Repo
XAgent 8,514 Open-source autonomous agent for complex task solving Repo
BabyAGI 22,199 AI-powered task management system with OpenAI Repo
ChatDev 31,718 Virtual software company with intelligent agents Repo
CAMEL 16,408 Communicative agents for mind exploration Repo
Qwen-Agent 15,677 Agent framework from QwenLM for building tool-using LLM agents Repo
AgentVerse 4,963 Multi-LLM agent framework for various applications Repo
AgentCPM 769 OpenBMB multi-agent framework built around CPM models and tooling Repo
Swarms 5,913 Multi-agent collaboration for production applications Repo
Agno 38,800 Agent framework for building multi-agent systems and tools Repo
hermes-agent 8,902 Self-improving agent with memory, skills, automation, and multi-channel runtime Repo
PraisonAI 5,688 Low-code framework leveraging AutoGen and CrewAI Repo
TaskingAI 5,370 Platform for AI-native app development Repo
Superpowers 96,745 Open-source skills library and workflow system for coding agents Repo
Deer-Flow 31,747 Flow-based orchestration framework for agent workflows Repo
CoPaw 12,628 Agent framework and orchestration toolkit from AgentScope AI Repo
Hive 9,603 Framework for building and coordinating production AI agents Repo
agency-agents 54,336 Python toolkit for orchestrating multi-agent workflows Repo
Daytona 67,070 Development environment manager for agentic coding workflows Repo
XState 29,340 State machines and actor model for orchestrating agent flows Repo
OpenRAG 3,301 Open-source RAG framework for building retrieval pipelines and agentic QA systems Repo
InsForge 4,910 Open-source framework and toolkit for building AI-agent workflows Repo

Memory & Learning Systems

System Stars Description Links
MemGPT 21,652 Customizable AI chatbot with self-editing memory Repo
Letta 21,652 Agent framework with long-term memory (MemGPT successor) Repo
Zep 4,253 Long-term memory service for AI assistants Repo
LocalGPT 22,209 Private document interactions with local LLMs Repo
pdfGPT 7,179 Chat with PDF documents using retrieval-augmented pipelines Repo
LoopGPT 1,459 Modular auto-GPT framework with plug-and-play API Repo
OpenRecall 2,776 Open-source, privacy-focused digital memory tool Repo
LiveRecall 159 Open-source alternative to Microsoft’s Recall Repo
MemMachine 5,123 Memory engine for long-term agent context Repo
Cognee 14,332 Memory and retrieval system for LLM apps Repo
Graphiti 23,949 Knowledge graph memory engine for agent context Repo
LightRAG 29,579 Lightweight RAG framework for retrieval pipelines Repo
nanobot 34,745 Lightweight agent/RAG bot framework from HKUDS Repo
UltraRAG 5,479 RAG framework focused on long-context retrieval and reranking Repo
Engram 3,901 Long-term memory store for LLM agents Repo
claude-mem 38,174 Claude Code plugin for persistent memory compression and context recall across sessions Repo
mem0 50,330 Open-source memory layer for LLM apps Repo
memU 13,038 Memory system for persistent user profiles and long-term personalization Repo
RAGFlow 75,454 RAG workflow engine for document retrieval Repo
Anything-LLM 56,436 All-in-one LLM app for private docs and chat Repo
memvid 13,500 Memory system using video-focused retrieval Repo
Acontext 3,166 Context store for agent memory and recall Repo
Trilium 35,102 Personal knowledge base for long-term notes Repo
Memos 58,024 Open-source, self-hosted knowledge management and note-taking platform Repo
Supermemory 17,000 Open-source memory engine and API for long-term AI context Repo
Beads 19,321 Open-source, git-backed, dependency-aware issue tracker for project memory 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 19,500 Open-source AI software engineer alternative Repo
Devon 3,452 AI agent for code correction and completion Repo
Cody 3,793 AI coding assistant with enterprise features Repo
agents 31,635 Collection of agent patterns, prompts, and workflow examples Repo
hello-agents 28,504 Hands-on repository for learning and building AI agents Repo
AI Chatbot 19,915 Full-stack Next.js AI chatbot starter by Vercel Repo
Chatbot UI 33,122 Open-source ChatGPT-style UI for LLM apps Repo
crewAI-examples 5,712 Example projects and templates for building agents with CrewAI Repo
nanochat 49,442 Minimal LLM chat app / playground (Karpathy) Repo
vimGPT 2,671 GPT integration with Vimium for web browsing Repo
GPT Computer Assistant 7,816 Unofficial app bringing ChatGPT functionality to Windows/Linux Repo
Claudian 4,568 Obsidian plugin that embeds Claude Code as an in-vault AI collaborator Repo
OpenHands 69,367 Open-source AI software development agent Repo
Agent-S 10,185 Autonomous agent for multi-step software tasks Repo
Goose 33,225 Open-source, local, extensible AI agent for automating engineering tasks 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 10,195 Multimodal models for computer interaction Repo
AppAgent 6,598 Mobile-friendly LLM-based multimodal agent Repo
NavAIGuide 115 Extensible, mobile-friendly, multi-modal agentic framework Repo
Tarsier 1,757 Utility library for enhancing web interaction for AI agents Repo
browser-use 81,242 LLM-driven browser automation toolkit Repo
crawl4ai 62,198 AI-first web crawler and scraper Repo

Evaluation & Monitoring

Tool Stars Description Links
AgentBench 3,252 Benchmark for evaluating LLM agents Repo
OmniDocBench 1,577 Benchmark for document understanding and LLM document QA Repo
AgentOps 5,383 Observability and evaluation for AI agents Repo
LangSmith 808 Debugging and monitoring for LLM applications Repo
Helicone 5,270 Observability platform for Language Learning Models Repo
LangFuse 23,391 Open-source LLM engineering platform Repo
MLflow 24,819 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 21,281 Open-source workflow automation for AI agents and apps Repo
Composio 27,434 Quick integration of 26,531+ tools for developers and agents Repo
TypeChat 8,633 Library for building natural language interfaces Repo
NPI 228 Open-source platform providing tool-use APIs for AI agents Repo
python-telegram-bot 28,946 Python framework for building Telegram bots with async APIs Repo
learn-claude-code (Skill Loading) 32,521 Guide to Claude Code skill loading patterns and workflow design Docs
Project N.O.M.A.D. 2,414 Offline-first knowledge and education server with local AI, maps, and content tools Repo
Pandoc 42,691 Universal document converter useful for agent content workflows Repo
Tools by Taskade - Custom AI agents with web search and computational tools Docs
LiteLLM 39,568 LLM gateway/proxy for multi-provider access Repo
impeccable 10,586 Frontend design skill pack and commands for AI coding tools Repo

Ops & Monitoring

Tool Stars Description Links
Prometheus 63,203 Metrics collection, time-series storage, and alerting Repo
Uptime Kuma 84,235 Self-hosted uptime monitoring and status pages Repo
Huginn 48,893 Self-hosted automation agents for monitoring and notifications Repo
Trivy 33,202 Security scanner for code, containers, IaC, and dependencies Repo
ccusage 11,695 CLI utility for tracking and summarizing Claude Code usage Repo
Superset 7,405 Open-source data exploration and dashboard platform for observability Repo
Glance 32,625 Self-hosted dashboard for services and bookmarks Repo
Glances 32,091 Cross-platform system monitoring (CLI + web UI) Repo

LLM Serving & Fine-tuning

Tool Stars Description Links
LocalAI 43,979 Open-source OpenAI-compatible server for running LLMs locally Repo
new-api 21,730 OpenAI-compatible API gateway for multiple LLM providers Repo
LlamaFactory 68,677 LLM fine-tuning and training toolkit Repo

Structured Outputs

Tool Stars Description Links
Instructor 12,557 Python library for structured outputs from LLMs Repo
Outlines 13,575 Robust text generation library for agentic AI developers Repo
Pydantic 27,216 Python library for data validation through type hints Repo
FuzzTypes 222 Pydantic extension with autocorrecting annotation types Repo

Safety & Guardrails

Tool Stars Description Links
Guardrails 6,553 Python framework for building reliable AI applications Repo
Guidance 21,357 Programming paradigm for enhanced control in model generation Repo
NeMo Guardrails 5,815 Open-source toolkit for programmable guardrails Repo
IvyCheck 2 API for real-time AI application safety checks Repo

Statistics & Trends

**Star this repo if you find it helpful!** **Updated regularly with the latest AI agent breakthroughs**
This site is open source. Improve this page.