Agent Framework Patterns LLM Tools

Repositories focused on building, designing, and implementing multi-agent frameworks and architectures from scratch. Includes design patterns, implementation guides, and abstraction layers for agent systems. Does NOT include specific agent applications, deployment platforms, or frameworks that are primarily used rather than studied/extended.

There are 98 agent framework patterns tools tracked. 9 score above 50 (established tier). The highest-rated is mitdbg/palimpzest at 65/100 with 203 stars. 2 of the top 10 are actively maintained.

Get all 98 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	mitdbg/palimpzest A System for Optimized Semantic Computation	65	Established	203	Python
2	SamurAIGPT/GPT-Agent 🚀 Introducing 🐪 CAMEL: a game-changing role-playing approach for LLMs and...	62	Established	1,191	JavaScript
3	bubbuild/republic Build LLM workflows like normal Python while keeping a full audit trail by default.	60	Established	53	Python
4	lwcsrf/netflux Minimalist framework for authoring custom agentic applications in python;...	55	Established	6	Python
5	dlMARiA/Syzygy-of-thoughts Syzygy-of-thoughts	53	Established	200	Python
6	jihe520/MathModelAgent 🤖📐专为数学建模设计的 Agent ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for...	52	Established	1,605	Vue
7	wenyuzhao/agentia Ergonomic LLM Agents, with chat messages fully compatible with Vercel AI SDK.	51	Established	5	Python
8	ctrl-gaurav/effGen effGen: Enabling Small Language Models as Capable Autonomous Agents	51	Established	115	Python
9	ThalesGroup/fred the UI and agentic backend of the fred innovation track	51	Established	42	Python
10	TencentQQGYLab/AppAgent AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal...	47	Emerging	6,582	Python
11	MobileLLM/AutoDroid Source code for the paper "Empowering LLM to use Smartphone for Intelligent...	46	Emerging	458	Python
12	KwaiKEG/KwaiAgents A generalized information-seeking agent system with Large Language Models (LLMs).	45	Emerging	1,195	Python
13	ThomasRochefortB/open-agentinstruct An open-source recreation of the AgentInstruct agentic workflow for...	44	Emerging	26	Python
14	zou-group/sirius SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning	44	Emerging	98	Python
15	MobileLLM/ChainStream A Stream-based LLM Agent Framework for Continuous Context Sensing and Sharing	44	Emerging	43	Python
16	Bessouat40/TreeThinkerAgent TreeThinkerAgent is a lightweight orchestration layer that turns any LLM...	44	Emerging	20	JavaScript
17	MiscellaneousStuff/anterion Open-source software engineer	43	Emerging	182	Python
18	kazu-ya-420/linear-agents Explore multi-agent task breakdown examples with AI. Learn different...	43	Emerging	2	Python
19	velocitybolt/synkro AI agent simulation framework	42	Emerging	67	Python
20	Upsonic/Tiger Neuralink for your AI Agents - LangChain - Autogen - CrewAI	42	Emerging	463	Python
21	AutoLLM/AutoAgents Complex question answering in LLMs with enhanced reasoning and...	42	Emerging	204	Python
22	shakil1819/Multi-Agent-Data-Analyst This Agentic system is designed to handle complex data analysis tasks by...	42	Emerging	10	HTML
23	Abdulhamid97Mousa/mosaic MOSAIC: A Unified Platform for Cross-Paradigm Comparison and Evaluation of...	42	Emerging	20	Python
24	hugozanini/jira-tiger A crew of ai agents for extracting data from Jira boards, generating reports...	41	Emerging	43	Python
25	CognitiveCodes/NeuralGPT Personalized all-purpose AI assistance platform based on hierarchical...	41	Emerging	39	TeX
26	SeekingX-AILab/SeekingData agentic data generation	41	Emerging	196	JavaScript
27	Jewelzufo/granite-duo-v1 A local pipeline implementing the Researcher-Critic pattern using IBM's...	40	Emerging	2	Python
28	SensorsConnect/IoT-Agentic-Search-Engine Agentic Search Engine For Real-Time IoT Data	40	Emerging	6	Jupyter Notebook
29	bitzspider/software-development-crew Develop software using AI Agent teams (CrewAI framework)	40	Emerging	17	Python
30	NN-Studio/agent_by_ollama 基于Ollama搭建本地Agent（使用Python3开发）	38	Emerging	2	Python
31	iammm0/mph-agent 将自然语言描述的 COMSOL 建模需求自动转换为完整 .mph 模型文件的智能 Agent，支持几何、物理场、网格、研究与求解的完整仿真流程。	37	Emerging	5	Python
32	SameerVerse2/agent-teams-playbook 🚀 Organize and manage multi-agent collaboration with clear strategies and...	37	Emerging	2	Shell
33	curiousily/chefskiss Local (with Ollama and Agent Development Kit) agent application for...	37	Emerging	9	Python
34	mindsdb/flat-ai F.L.A.T. - FlawLess AgenTs	37	Emerging	37	Python
35	Hrishikeshgupta2002/AI-Council A fully free, open-source 4-agent AI council built with LangChain + Ollama....	35	Emerging	5	Python
36	hongyingyue/LLM-agent-app LLM agent in production	35	Emerging	5	Python
37	LexiestLeszek/Autonomous-CLI-Agent Autonomous CLI Agent that uses Local LLM with Ollama to execute tasks in CLI.	34	Emerging	8	Python
38	pHaeusler/micro-agent A tiny implementation of an autonomous agent powered by LLMs (OpenAI GPT-4)	34	Emerging	443	Python
39	SwiftSage/SwiftSage SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex...	33	Emerging	324	Python
40	AlgoTrading101/Magentic-AlgoTrading101 How to build LLM agents with Magentic	33	Emerging	6	Jupyter Notebook
41	amitdevx/Professor_Profiler An advanced Hub-and-Spoke agent architecture designed to reverse-engineer...	32	Emerging	2	Python
42	muhammadsami987123/100DaysOfAI-Agents A 100-day journey building AI-powered agents using Python, TypeScript, and...	32	Emerging	12	Python
43	ibm-self-serve-assets/Agentrix Agentrix is a multi-agent catalog designed for real and hard enterprise...	32	Emerging	6	CSS
44	thehapyone/Sage Sage is a versatile AI assistant designed to enhance your data interaction...	31	Emerging	16	Python
45	aicastle-school/openai-agent-school OpenAI Agent School (Ebook)	30	Emerging	11	—
46	PR-Pilot-AI/smart-project-starter Project template that is pre-configured to work with agentic Github...	30	Emerging	6	—
47	kyopark2014/llm-agent It shows how to deploy and use an agent with LLM.	30	Emerging	19	Jupyter Notebook
48	NebeyouMusie/Meeting-Prep-Using-CrewAI This GitHub repository, "Meeting-Prep-Using-CrewAI", is a project that aims...	30	Emerging	2	Python
49	kazemihabib/Huggingface-Agents-Course-Marimo-Edition Marimo versions of HuggingFace's Agents course notebooks.	30	Emerging	6	Jupyter Notebook
50	arham2211/crypto-bot-analyzer I have developed a Crypto Analyzer using Crew AI in Python, utilizing...	29	Experimental	18	Python
51	UF-College-of-Education/SPARCP-Hipergator-Notebooks SPARC-P is a multi-agent digital human training platform for clinician...	29	Experimental	2	Jupyter Notebook
52	smith-nathanh/autoSWE An agentic system that builds a full repo from a product requirements document (PRD)	26	Experimental	10	Python
53	aindilis/autonomous-ai-agent Prolog-Agent/SPAMI/Autonomous BDI+LLM agents	25	Experimental	6	Prolog
54	AdrianVispalia/xecai Minimalistic, provider-agnostic, AI python library	24	Experimental	2	Python
55	day50-dev/capit Capping LLM spends per agent and per provider	24	Experimental	2	Python
56	convergence-human-technology/executive-ai-core A minimal, fully commented Python executive AI agent. For students, teachers...	24	Experimental	2	—
57	DR1X1/ai-local-agents 🧠 Build autonomous AI agents with Ollama and LangChain, featuring local LLM...	24	Experimental	1	Python
58	MisreadableMind/autoresearch-memory Memory AutoResearch Agent that tests different hypothesis to create better...	23	Experimental	2	Python
59	LLM-Evaluation-s-Always-Fatiguing/leaf-playground A framework to build scenario simulation projects where human and LLM based...	23	Experimental	27	Python
60	Benosam213/RD-Agent 🤖 Build and deploy robust, intelligent agents with RD-Agent, designed to...	23	Experimental	1	Python
61	flux0-ai/flux0 A powerful framework for deploying AI agents with multi-agent support,...	23	Experimental	12	Python
62	otsaloma/tinyagent A minimal AI agent implementation	23	Experimental	5	Python
63	om-ai-lab/open-agent-leaderboard Reproducible Language Agent Research	23	Experimental	34	Python
64	hypertic-ai/hypertic AI Agent Framework	22	Experimental	1	Python
65	vital-ai/kgraphplanner Part of the Vital Agent Ecosystem	22	Experimental	—	Python
66	xf-zhao/Matcha-agent Official implementation of Matcha-agent, https://arxiv.org/abs/2303.08268	22	Experimental	28	Python
67	jorgemunozl/Synthetic-Data Agentic -powered synthetic data generator that creates flowcharts using...	22	Experimental	9	Python
68	sha-huang/ucb_agentic_ai My notes of the Agentic AI guest lecture series at the University of...	21	Experimental	—	—
69	vital-ai/vital-agent-ecosystem Vital A.I. Agent Ecosystem	21	Experimental	9	—
70	mindify-ai/CURA The official framework for the Code Understanding and Reasoning Agent (CURA)	21	Experimental	11	Python
71	FredPedrosa/backtranslationllm An agentic framework for streamlining psychometric scale validation through...	21	Experimental	—	Jupyter Notebook
72	BotLab-in-Tempe/aita-v4 ethereal spirit entity	21	Experimental	2	Python
73	GokayGulsoy/Skyrowar-LLM-based-Multi-Agent-Battle-Simulator Repository for the implementation of Multi-Agent Systems Course Project	21	Experimental	—	Python
74	rockerritesh/agents.ai An intelligent multi-agent system that automatically selects the best agent...	20	Experimental	3	Jupyter Notebook
75	Saarzzz/CrewAI_with_JavaScript This is a repository for the Crew AI agents with full stack development...	20	Experimental	6	JavaScript
76	arunpshankar/AgenticAppBuilder A multi-agent system that collaboratively ideates and constructs lightweight...	20	Experimental	6	Python
77	mcxiaoxiao/AutoGen-DI Data Interpreter for autoGen	20	Experimental	5	Jupyter Notebook
78	PaulMDemers/Ender Mission control for AI agents	19	Experimental	3	JavaScript
79	IsaacAlves7/maria 👩🏻🤖 It's a proof of concept of AgenticAI swarm leader for automation.	19	Experimental	1	CSS
80	csunny/oxx Operation X(twitter、reddit、bilibili、PH) use Multi-Agents automatically	19	Experimental	3	—
81	Tian-ye1214/SwufeAgent 基于 Pydantic AI 框架构建的多Agent协作系统，实现了管理Agent与工作Agent的分工协作，支持百轮级别的工具调用，让AI真正具备处理复杂任务的能力。	18	Experimental	2	Python
82	AmrKhaled08/Tinker An experimental cognitive architecture built on an LLM, designed for...	18	Experimental	1	Go
83	leo038/llm_agent 用大语言模型（LLM）构建agent。	18	Experimental	2	Python
84	cipher982/pixel-pilot AI agent for completing computer tasks	18	Experimental	2	Python
85	naity/ufc-fight-agent A tool-using LLM agent built from scratch that provides personalized UFC...	17	Experimental	1	Jupyter Notebook
86	PrateekDutta2001/Agentic.AI Your Complete Guide to Agentic AI	17	Experimental	—	HTML
87	qerberos-code/company-data-collection Agentic AI system for company data collection, preparation, and validation...	17	Experimental	—	Python
88	ranxi2001/zero2Leetcode 从零基础 Python 到企业笔试机试的系统性LeetCode100刷题指南-配置免费AI刷题助手	17	Experimental	1	JavaScript
89	roshana1s/PropertyLink Intelligent Multi-Agent Real Estate Platform for Sri Lanka Using OWL...	14	Experimental	—	Python
90	nlgbeji/Actium 🤖 Empower agents as simple functions with Actium's framework, enabling...	14	Experimental	—	Python
91	griswold-tech/jupyter-lab-notebook-ai-examples These are various Jupyter-Lab notebooks that can help you get familiar with...	13	Experimental	—	Jupyter Notebook
92	CREWAIAgent/CREWAI CREWAI: A decentralized knowledge management platform powered by AI and...	13	Experimental	—	JavaScript
93	nercone-dev/nextlla (Next Large Language Agent) A cutting-edge AI agent built for gpt-4o-mini	13	Experimental	2	Python
94	aniketjha1304/agentic-engine A dynamic agent orchestration platform combining autonomous AI...	12	Experimental	1	TypeScript
95	vloum/QuerySage “Sage”意为智者	11	Experimental	—	Python
96	ElsonFilho/AI-Agents Multi-agent AI systems with crewAI and LangGraph - autonomous task planning,...	11	Experimental	1	Jupyter Notebook
97	AlbertoFormaggio1/gaia-ai-agents An Agent able to execute 20 Gaia Level 1 questions gathered from the...	10	Experimental	1	Python
98	shivadharmi/cybersecurity-research-assistant An advanced project for a cybersecurity research assistant utilizing Python,...	10	Experimental	2	Python