Agent Framework Patterns AI Agents

There are 105 agent framework patterns agents tracked. 10 score above 70 (verified tier). The highest-rated is openai/openai-agents-python at 98/100 with 19,951 stars and 21,224,096 monthly downloads. 8 of the top 10 are actively maintained.

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#	Agent	Score	Tier	Stars	Language
1	openai/openai-agents-python A lightweight, powerful framework for multi-agent workflows	98	Verified	19,951	Python
2	openagents-org/openagents OpenAgents - AI Agent Networks for Open Collaboration	91	Verified	1,752	Python
3	camel-ai/camel 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling...	89	Verified	16,332	Python
4	vamplabAI/sgr-agent-core Schema-Guided Reasoning (SGR) has agentic system design created by...	85	Verified	1,031	Python
5	BrainBlend-AI/atomic-agents Building AI agents, atomically	84	Verified	5,758	Python
6	openonion/connectonion The Best AI Agent Framework for Agent Collaboration.	79	Verified	504	Python
7	ServiceNow/AgentLab AgentLab: An open-source framework for developing, testing, and benchmarking...	78	Verified	530	Python
8	facebookresearch/meta-agents-research-environments Meta Agents Research Environments is a comprehensive platform designed to...	74	Verified	447	Python
9	TauricResearch/TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework	71	Verified	31,952	Python
10	ag2ai/fastagency The fastest way to bring multi-agent workflows to production.	70	Verified	530	Python
11	FunnyWolf/agentic-soc-platform Agentic SOC Platform: A powerful, flexible, open-source, and agent-centric...	67	Established	604	Python
12	ashenfad/agex Library-friendly Agents	64	Established	43	Python
13	jjyaoao/HelloAgents A agent framework based on the tutorial hello-agents	63	Established	793	Python
14	octotools/octotools OctoTools: An agentic framework with extensible tools for complex reasoning	63	Established	1,421	Python
15	huggingface/agents-course This repository contains the Hugging Face Agents Course.	62	Established	26,282	MDX
16	Maximilian-Winter/ToolAgents ToolAgents is a lightweight and flexible framework for creating...	61	Established	27	Python
17	santosomar/AI-agents-for-cybersecurity This repository contains resources and materials for courses and...	61	Established	154	Python
18	minitap-ai/mobile-use AI agents can now use real Android and iOS apps, just like a human.	60	Established	2,304	Python
19	sagentic-ai/sagentic-af 😎 Sagentic.ai Agent Framework - Sagentic.ai is a unified platform for...	59	Established	75	TypeScript
20	MLSysOps/MLE-agent 🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and...	58	Established	1,524	Python
21	MontrealAI/AGI-Alpha-Agent-v0 META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 →...	58	Established	282	Python
22	ZHangZHengEric/Sage Multi-Agent System Framework For Complex Tasks	58	Established	832	Python
23	vortezwohl/Autono A ReAct-Based Highly Robust Autonomous Agent Framework.	57	Established	209	Python
24	run-llama/llama_deploy Deploy your agentic worfklows to production	56	Established	2,075	Python
25	MiniMax-AI/Mini-Agent A minimal yet professional single agent demo project that showcases the core...	56	Established	1,833	Python
26	RitechSolutions/genassist GenAssist combines orchestration, runtime, analytics, and learning — in one...	55	Established	56	Python
27	bytedance/trae-agent Trae Agent is an LLM-based agent for general purpose software engineering tasks.	55	Established	11,013	Python
28	hoangsonww/Agentic-AI-Pipeline 🦾 A production‑ready research outreach AI agent that plans, discovers,...	54	Established	49	Python
29	TheAgentCompany/TheAgentCompany An agent benchmark with tasks in a simulated software company.	54	Established	654	Python
30	sammcj/agentic-coding Agentic Coding Rules, Templates etc...	54	Established	107	Python
31	FareedKhan-dev/production-grade-agentic-system Core 7 layers of production grade agentic system	54	Established	670	Python
32	microsoft/agent-lightning The absolute trainer to light up AI agents.	54	Established	15,409	Python
33	Cyb3rWard0g/floki Agentic Workflows Made Simple	53	Established	161	Python
34	BUPT-GAMMA/MASFactory A Graph-Centric Framework for Orchestrating Multi-Agent Systems with Vibe...	52	Established	87	Python
35	pilottai/pilottai Python framework for building scalable multi-agent systems with built-in...	52	Established	49	Python
36	myshell-ai/AIlice AIlice is a fully autonomous, general-purpose AI agent.	50	Established	1,387	Python
37	whiteducksoftware/flock 🐤🐧 A declarative and highly modular Blackboard Multi Agent System 🐓 🦆	50	Established	87	Python
38	dealfluence/adeu Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and...	50	Established	49	Python
39	GetBindu/create-bindu-agent A cookiecutter template for Python agent projects that use uv for dependency...	49	Emerging	31	Python
40	operand/agency A fast and minimal framework for building agentic systems	49	Emerging	470	Python
41	allenai/discoveryworld A virtual environment for developing and evaluating automated scientific...	49	Emerging	200	Python
42	emrgnt-cmplxty/automata Automata: A self-coding agent	48	Emerging	679	Python
43	YassWorks/Ally A local private agentic system that works in your terminal.	48	Emerging	237	Python
44	ZJU-LLMs/Agent-Kernel A MicroKernel Multi-Agents System Framework for Adaptive Social Simulation...	48	Emerging	313	Python
45	sanbuphy/nanoAgent If you can read ~100 lines of Python, you understand agents.	48	Emerging	353	Python
46	arunpshankar/Agentic-Workflow-Patterns Repository demonstrating best practices and patterns for implementing...	48	Emerging	207	Python
47	OpenAutoCoder/Agentless Agentless🐱: an agentless approach to automatically solve software...	47	Emerging	2,018	Python
48	xlang-ai/OpenAgents [COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild	47	Emerging	4,723	Python
49	yanyongyu/operagents Dynamic, highly customizable language agents framework	46	Emerging	31	Python
50	redpanda-data/agent unreasonably good developer experience for enterprise agents	46	Emerging	65	Python
51	strands-labs/ai-functions Python functions powered by AI agents - with runtime post-conditions for...	46	Emerging	209	Python
52	OpenBMB/IoA An open-source framework for collaborative AI agents, enabling diverse,...	46	Emerging	807	Python
53	drivly/ai Agentic Workflow Platform	45	Emerging	35	TypeScript
54	ToolBrain/ToolBrain A framework for agentic tool use training with reinforcement learning	45	Emerging	161	Python
55	Agentic-AI-Coach/AgenticAICoach Developing Coaching Agents for AI Entrepreneurship	45	Emerging	22	Python
56	aiwaves-cn/agents An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents	45	Emerging	5,882	Python
57	cnsdqd-dyb/VillagerAgent-Minecraft-multiagent-framework (VillagerAgent ACL 2024) A Graph based Minecraft multi agents framework	45	Emerging	87	Python
58	ababdotai/awesome-agent-quickstart Helloworld for agentic frameworks, minimial but runnable! LangGraph, Agno,...	44	Emerging	57	Python
59	LiuLab-Bioelectronics-Harvard/STAgent STAgent is a multimodal LLM-based AI agent that enables deep research about...	44	Emerging	50	Python
60	microsoft/ACV A series of work towards achieving ACV.	44	Emerging	32	Jupyter Notebook
61	PrefectHQ/ControlFlow 🦾 Take control of your AI agents	44	Emerging	1,387	Python
62	MarianoMolina/project_alice A framework for agentic workflow creation and deployment	44	Emerging	259	Python
63	physical-superintelligence-lab/Agent-Driver A Language Agent for Autonomous Driving	44	Emerging	294	Python
64	Andyinater/AutoGen_EnhancedAgents This repository holds enhanced Agents, built for the Microsoft AutoGen...	44	Emerging	117	Python
65	GenseeAI/cognify Multi-Faceted AI Agent and Workflow Autotuning. Automatically optimizes...	43	Emerging	273	Python
66	niuzaisheng/ScreenAgent ScreenAgent: A Computer Control Agent Driven by Visual Language Large Model...	43	Emerging	579	Python
67	MAS-Infra-Layer/Agent-Git Agent Git: Agent Version Control, Open-Branching, and Reinforcement Learning...	43	Emerging	51	Python
68	jeanjerome/ai-agile-team An innovative Python project that integrates AI-driven agents for Agile...	43	Emerging	70	Python
69	noahshinn/reflexion-draft Reflexion: an autonomous agent with dynamic memory and self-reflection	42	Emerging	389	Python
70	mesutdmn/Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer This repository contains the source code for an autonomous multi-agent...	41	Emerging	39	Python
71	Jacob-liu1996/miniagent A lightweight intelligent agent framework implementing the complete ReAct pattern	41	Emerging	179	Python
72	taco-group/4KAgent [NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An...	41	Emerging	758	Python
73	akj2018/Multi-AI-Agent-Systems-with-crewAI Automate complex business workflows with our Multi-AI-Agent Systems using...	40	Emerging	160	Jupyter Notebook
74	hankbesser/recursive-agents A meta-framework for self-improving LLMs with transparent reasoning	40	Emerging	34	Python
75	agi-merge/waggle-dance Knowledge work automation with AI agents	38	Emerging	170	TypeScript
76	denniszielke/agentic-playground This is an AI agent playground to demonstrate different agent orchestration...	38	Emerging	53	Python
77	zjunlp/AutoAct [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning	37	Emerging	235	Python
78	The-Swarm-Corporation/Enterprise-Grade-Agents-Course This comprehensive course teaches students how to build, deploy, and manage...	36	Emerging	17	Python
79	snap-stanford/POPPER Automated Hypothesis Testing with Agentic Sequential Falsifications	36	Emerging	250	Python
80	coredipper/operon Biologically Inspired Architectures for EpiAgentic Control	36	Emerging	26	Python
81	snath-ai/lar Lár the Pytorch for Agents is the open-source "glass box" engine for...	36	Emerging	11	Python
82	NisaarAgharia/AI-Agents Design Patterns for Multi Agents Frameworks Like Autogen, Langraph,...	36	Emerging	86	Jupyter Notebook
83	zjunlp/WorfBench [ICLR 2025] Benchmarking Agentic Workflow Generation	36	Emerging	145	Python
84	HOLYKEYZ/mayo my autonomous 3riple-LLMs agents for my github actions & workflows(opens...	35	Emerging	9	Python
85	youseai/openai-swarm-node Swarm.js is a Node.js implementation of OpenAI’s experimental Swarm...	34	Emerging	147	JavaScript
86	denniszielke/gen-ai-code-execution-agent Secure Dynamic Session Agent for AI generated code execution built using...	34	Emerging	26	Bicep
87	chanzuckerberg/alhazen AI agents + toolkits for scientific knowledge	33	Emerging	37	Jupyter Notebook
88	emredeveloper/Agents-Notebooks This is a repository of agent notebooks that contains studies on how to use...	33	Emerging	14	Jupyter Notebook
89	ricardo-agz/nfactorial Build distributed agents that spawn other agents	33	Emerging	10	Python
90	JavaAIDev/agentic-patterns Agentic Workflow & Patterns implemented using Spring AI	32	Emerging	11	Java
91	arunpshankar/AgenticSearch AgenticSearch operates within an agentic workflow, utilizing Gemini 2.0 and...	32	Emerging	29	Python
92	evalops/dspy-micro-agent Minimal agent runtime built with DSPy modules and a thin Python loop....	32	Emerging	70	Python
93	syntropix-ai/synthora Synthora is a lightweight, extensible framework for LLM-driven agents and...	31	Emerging	71	Python
94	romanyn36/agentic-ai-roadmap A comprehensive AI learning roadmap covering Python fundamentals,...	30	Emerging	84	—
95	HarderThenHarder/AgentLife A small open source 3D agent simulator based on LLM.	29	Experimental	69	Python
96	henrii1/Full_Agent_build Comprehensive agents and an interactive UI built using conventional web dev stack.	28	Experimental	9	Python
97	PR-Pilot-AI/smart-workflows An open source collection of agentic Github workflows	28	Experimental	24	—
98	richardartoul/swarmd `swarmd` is a multi-tenant runtime for running background Agents in a safe...	28	Experimental	17	Go
99	jiayuww/SkillOrchestra SkillOrchestra: Learning to Route Agents via Skill Transfer	26	Experimental	35	—
100	bruno686/Clear-Agent Agent from scratch (memory, reflection, planning, tooling, etc.)	23	Experimental	40	Python
101	anna-money/anna-mobile-llm-agent Provides LLM with the ability to interact with an Android applications and...	20	Experimental	29	Python
102	Kchu/LABOR-Agent Official implementation for the LABOR (LAnguage-model-based Bimanual...	19	Experimental	21	Python
103	JasonSteving99/agent-of-code My first attempt at building an AI "agent". The agent will try iteratively...	19	Experimental	53	Python
104	xf-zhao/Agentic-Skill-Discovery Official implementation of Zero-Hero paper	17	Experimental	29	Python
105	fourbic/MaliSafi a multi-agent AI crew working on real estate analysis	14	Experimental	9	Python

Comparisons in this category

openai-agents-python and agent-lightning (98 vs 54) TradingAgents and HelloAgents (71 vs 63) TradingAgents and ToolAgents (71 vs 61) openai-agents-python and openagents (98 vs 91) atomic-agents and agent-lightning (84 vs 54) openai-agents-python and HelloAgents (98 vs 63) openai-agents-python and ToolAgents (98 vs 61) openagents and atomic-agents (91 vs 84) atomic-agents and HelloAgents (84 vs 63) openagents and HelloAgents (91 vs 63)