LanGraph Agent Systems LLM Tools

LangGraph-based multi-agent architectures, workflows, and production systems with tool integration, memory management, and agentic orchestration. Does NOT include general LangChain tutorials, non-LangGraph agent frameworks, or standalone tool integrations without agent orchestration.

There are 143 langraph agent systems tools tracked. 1 score above 70 (verified tier). The highest-rated is langchain-ai/langgraphjs at 71/100 with 2,634 stars. 3 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	langchain-ai/langgraphjs Framework to build resilient language agents as graphs.	71	Verified	2,634	TypeScript
2	von-development/awesome-LangGraph An index of the LangChain + LangGraph ecosystem: concepts, projects, tools,...	66	Established	1,600	—
3	kyrolabs/awesome-langchain 😎 Awesome list of tools and projects with the awesome LangChain framework	62	Established	9,224	—
4	wassim249/fastapi-langgraph-agent-production-ready-template A production-ready FastAPI template for building AI agent applications with...	57	Established	2,043	Python
5	redis-developer/langgraph-redis Redis checkpointer and store for memory management in LangGraph	56	Established	202	Python
6	tableau/tableau_langchain Tableau tools for Agentic use cases with Langchain & Langgraph. Enfuse...	55	Established	77	Python
7	jkmaina/LangGraphProjects This is the official companion repository for the book The Complete...	55	Established	168	Python
8	cqzyys/lang-agent 基于LangChain和LangGraph实现的AI Agent配置平台	54	Established	342	TypeScript
9	kryvokhyzha/langgraph-agent-toolkit A comprehensive toolkit for building, deploying, and managing AI agents...	54	Established	10	Python
10	luochang212/dive-into-langgraph LangGraph 1.0 Tutorial	50	Established	346	Jupyter Notebook
11	tomasonjo-labs/legal-tech-chat Extract structured data from CUAD contracts using LangChain, build a...	49	Emerging	152	Jupyter Notebook
12	dovvnloading/Graphite Graphite — A private, modular node based AI workspace for thinking and...	47	Emerging	95	Python
13	jasonkang14/inflearn-langgraph-agent 인프런의 "LangGraph를 활용한 AI Agent 개발" 강의 소스코드입니다	47	Emerging	46	Jupyter Notebook
14	ysymyth/ReAct [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models	46	Emerging	3,629	Jupyter Notebook
15	tomasonjo/llm-movieagent Semantic layer on top of a graph database to provide an LLM with a set of...	45	Emerging	244	Python
16	lucasboscatti/sales-ai-agent-langgraph A Virtual Sales Agent that uses LangChain, LangGraph, and Gemini Flash to...	44	Emerging	74	Python
17	ginlix-ai/LangAlpha LangAlpha: From Vibe Coding to Vibe Investing	43	Emerging	34	Python
18	aaronsu11/langgraph-checkpoint-dynamodb A single-table DynamoDB implementation of the LangGraph checkpoint saver interface.	43	Emerging	27	Python
19	Chen-zexi/LangAlpha Multi-Agent Financial Research workflow	42	Emerging	177	Jupyter Notebook
20	tomasonjo/clinical-agent This project is designed for a simple LLM agent with tools on a clinical...	42	Emerging	26	Python
21	WPSemantix/Timbr-GenAI a collection of examples and reference implementations for working with the...	42	Emerging	5	Python
22	jupyterjazz/git-agent Langchain Agent utilizing OpenAI Function Calls to execute Git commands...	41	Emerging	44	Python
23	Erickrus/langgraph-editor This is a visual editor for langgraph workflow. It helps to quickly design...	41	Emerging	44	HTML
24	ChengAo21/Re4_Sci_Agent Agent with Rewriting, Resolution, Review and Revision	40	Emerging	3	Jupyter Notebook
25	readytensor/rt-agentic-ai-cert-week5 Hands-on code and examples for Week 5 of the Ready Tensor Agentic AI...	40	Emerging	3	Python
26	luwhano/fastapi-langgraph-agent-production-ready-template A production-ready FastAPI template for building AI agent applications with...	40	Emerging	26	Python
27	LucaZou/table-agent 基于FastAPI + LangChain + OpenAI API + Vue的AI表格处理工具，用于智能化处理和分析表格数据。	39	Emerging	18	Python
28	davidkimai/Langtons-Emergence Recently I have been researching emergent complexities through first...	39	Emerging	15	Python
29	kennethleungty/Handoffs-in-LangGraph-Multi-Agent-Systems LangGraph Multi-Agent Handoffs, Clearly Explained	38	Emerging	10	Python
30	jiangnanboy/Agent_System_Design_and_Practical_Applications_Based_on_LangChain_and_LangGraph 智能体系统设计与实战：基于langchain与langgraph，Agent System Design and Practical...	38	Emerging	9	Python
31	KirtiJha/langgraph-interrupt-workflow-template ⚡ Production-ready LangGraph interrupt template with modern web interface \|...	38	Emerging	14	TypeScript
32	chaingraphlabs/chaingraph ChainGraph is a source available, type-safe flow-based programming framework...	37	Emerging	15	TypeScript
33	Hadi2525/langgraph-builder Using LangGraph Builder and Studio to build amazing Agentic Systems	37	Emerging	11	Python
34	weihuakuang/LangGraph-MAS4SE Muiti-Agents System for Software Engineering built by LangGraph, with...	37	Emerging	9	JavaScript
35	benitomartin/multiagent-langgraph-circleci Collaborative Multi-Agent AI System with LangGraph	37	Emerging	9	Python
36	HKUDS/GraphAgent [EMNLP2025] "GraphAgent: Agentic Graph Language Assistant"	37	Emerging	355	Jupyter Notebook
37	mentorstudents-org/n8n-to-langgraph A systematic framework for converting n8n workflows to LangGraph...	36	Emerging	8	Python
38	jillesca/AI-Network-Troubleshooting-PoC AI for Network Troubleshooting: A Proof of Concept with OpenAI and Langchain	36	Emerging	33	Python
39	webup/langgraph-up-monorepo A batteries-included monorepo framework for building sophisticated LangGraph...	35	Emerging	42	Python
40	mikhailkogan17/easyoref Agentic Telegram bot for Home Front Command security alerts — LangGraph, 4...	35	Emerging	2	TypeScript
41	FarukAda/langchain-ts-gms Vector-centric Goal Management System built with LangChain TypeScript and...	35	Emerging	1	TypeScript
42	dynamiclu/CeCeData-Agent 基于 Mcp 架构的 ChatBI，是一种数据分析智能体的解决方案	35	Emerging	49	Python
43	extrawest/multi_agent_workflow_demo_in_langgraph A collection of demonstrations showcasing different patterns for...	34	Emerging	7	Python
44	LorenzoSiena/Little-John--A-LangChain-IoT-Agent A ReAct AI IoT vocal agent in langhchain.	34	Emerging	3	Python
45	DjibrilM/langgraph-starbucks-agent Conversational AI Agent for Starbucks Orders	32	Emerging	12	TypeScript
46	all-mute/learn-agents The most comprehensive zero-to-hero handbook on building AI Agents	32	Emerging	178	MDX
47	Troyanovsky/autonomous_agent_tutorial A tutorial for building autonomous agents: with LangChain and from scratch	32	Emerging	33	Jupyter Notebook
48	lablnet/langgraph-checkpoint-mongodb A lightweight implementation of MongoDB checkpointer for LangGraph	31	Emerging	1	TypeScript
49	jondoescoding/kryptt A trading assistant agent. Powered by Langchain 🦜.	30	Emerging	2	TypeScript
50	hridesh-net/LangGraph_Extension LangGraph Visualizer is a Visual Studio Code (VS Code) extension that...	30	Emerging	2	TypeScript
51	Nimblesite/nimble_agent A LangChain, CLI based AI coding assistant and library aimed at fixing...	29	Experimental	11	Python
52	taivop/agentreader Simple web browsing for your Langchain agent.	29	Experimental	32	Jupyter Notebook
53	TirendazAcademy/Build-Smarter-AI-Agents Create agentic systems from scratch and monitor them using LangGraph studio	28	Experimental	7	Python
54	nbritt27/marat-agent-data-analysis Marat ("muh-RAH") is a data analysis and visualization tool using a NextJS...	28	Experimental	10	Python
55	vanillaSky00/reAgent Minimal, hackable AI agent built on the ReAct reasoning loop. No frameworks...	28	Experimental	2	Python
56	OceanPresentChao/llm-ReAct 从零搭建Agent框架(Build LLM ReAct Agent from scratch)	28	Experimental	114	TypeScript
57	ks6088ts-labs/template-langgraph A comprehensive LangGraph template	27	Experimental	2	Jupyter Notebook
58	pyhub-kr/django-pyhub-ai 장고 LLM 에이전트 라이브러리	27	Experimental	14	CSS
59	Dalageo/local-vllm-agent A web app that uses LangChain and vLLM to run an interactive AI agent 🤖	27	Experimental	4	CSS
60	jackfsuia/ShampooSalesAgent A minimal LLM sales agent framework for sales agent fast deployment and...	27	Experimental	19	Python
61	varun-soni-ai/SalesAgent_GenAI A basic sales agent application using Streamlit for the user interface and...	27	Experimental	16	Python
62	sauravbhattacharya001/agenticchat Turn natural language into executable code — right in your browser....	26	Experimental	1	JavaScript
63	realsanjeev/Essay-writer-using-Agent The essay writer, employing langgraph, acts as an intelligent agent for...	26	Experimental	7	Jupyter Notebook
64	igalonso/react-agents-demo-vertex This repo is aiming to showcase the potential of ReAct for our customers....	26	Experimental	5	Python
65	guimaraesabrina/build_langsmith_agent_api [💻] Repository dedicated to building an API using FastAPI of a Generative AI...	26	Experimental	3	Python
66	SurvivorsStudio/langstar About A visual interface for creating and customizing LLM agents using...	26	Experimental	10	TypeScript
67	ThomasJanssen-tech/LangGraph_Tutorial Build a 100% local AI Agent which uses Google to research topics	26	Experimental	4	Python
68	AswinKumar1/Langchain-AI-Agents This project demonstrates the power of AI-driven agents using the LangChain...	26	Experimental	5	Python
69	leslieo2/LangGraph-Mastery-Playbook LangGraph Mastery Playbook: guided, code-first lessons for building...	26	Experimental	43	Python
70	DonGuillotine/langraph_browser_agent A web automation agent driven by annotated browser screenshots and language...	25	Experimental	11	Python
71	sushant1827/Long-Term-Memory-Agent Build an AI Agent with long term memory using LangGraph	25	Experimental	3	Jupyter Notebook
72	Optimal-Living-Systems/deepflo A structured integration layer around LangChain's Deep Agents	25	Experimental	3	Python
73	Adiaparmar/Agentic-Chatbot-FastAPI LangGraph AI Agent is a personal AI bot built using LangGraph, designed to...	24	Experimental	5	Python
74	pessini/langgraph-skills-agent Source repo for the blog post Stop Stuffing Your System Prompt: Build...	24	Experimental	3	Python
75	yerdaulet-damir/langgraph-sales-agent Multi-tenant AI sales agent for Telegram, Instagram, WhatsApp & Web. Drop a...	23	Experimental	2	Python
76	tostechbr/agent-ai-typescript Learning AI Agents with LangChain and LangGraph in TypeScript	22	Experimental	3	TypeScript
77	ItsTimeTooSleep/EconGrapher AI assistance that explains economic terms with professional economic...	22	Experimental	1	TypeScript
78	OthmanAdi/langgraph-checkpoint-neo4j-js Neo4j checkpoint saver for LangGraph.js - Persistent agent memory with...	22	Experimental	1	TypeScript
79	Aimaghsoodi/GoalOS The AI Intent Layer — structured intent graphs for AI agent alignment	22	Experimental	—	HTML
80	danielsxpl/langgraph-checkpoint-neo4j-js 💾 Enable LangGraph agents to persist conversations using Neo4j's graph...	22	Experimental	1	TypeScript
81	ozyurtf/agentic-data-assistant Development of an agentic chatbot for data analytics	21	Experimental	—	JavaScript
82	W-O-W/LangReact LangReact 是一个配置化的 Planning Agent 应用开发工具，通过配置、插件，能快速为你的 GPT 应用提供 Planning 功能。	21	Experimental	12	Python
83	sumitsahoo/hello-langgraph A test bed for LangGraph	21	Experimental	—	Jupyter Notebook
84	somayaj/agent-groq LangChain-powered AI agent using Groq for fast, free inference. Features...	21	Experimental	—	JavaScript
85	junfanz1/Code-Interpreter-ReAct-LangChain-Agent This project combines two functionalities: a Code Interpreter using LLM...	21	Experimental	7	Python
86	luochang212/dive-into-langgraph-en LangGraph 1.0 Tutorial – English Version	21	Experimental	—	Jupyter Notebook
87	mbeps/simple-python-ai-research-agent A simple research agent developed using LangChain	21	Experimental	—	Python
88	ykoh42/langgraph-lite-cron A free, self-hosted alternative to LangGraph Platform's Cron Jobs with the...	20	Experimental	2	Python
89	sinagilassi/LangGraph-Multi-Agent-Supervisor LangGraph: Multi-Agent Supervisor Chatting with a User	20	Experimental	5	Jupyter Notebook
90	KhaledYaish0/langgraph-async-browser-agent Async LangGraph agent that uses Playwright for web browsing, Gradio for...	20	Experimental	1	Jupyter Notebook
91	D3rhami/avalai-agent A simple Agent compatible for avalai.ir api	20	Experimental	3	Python
92	flanliulf/build-genui-agent-with-langgraph-and-claudecode 基于LangGraph的智能天气Agent，支持自然语言查询和动态React UI组件生成。	20	Experimental	3	Python
93	venkata-arjun/arogya-wellness Arogya Wellness Assistant is an AI-powered health platform built with...	20	Experimental	1	JavaScript
94	ccxtties/langgraph-starter-kit 🤖 Build multi-agent systems quickly with the LangGraph Starter Kit,...	20	Experimental	3	TypeScript
95	ambideXtrous9/Harry-Potter-X-Indian-Mythology-Agents-LangGraph Harry Potter Agents Langgraph	19	Experimental	2	Jupyter Notebook
96	shaadclt/Orders-Chatbot-Custom-Agent-LangGraph An Agentic chatbot built using LangChain, Groq Inference Engine...	19	Experimental	2	Jupyter Notebook
97	multi-AgentSystem/vMAS A versatile multi-agent system (vMAS) using the Scrum framework, Python,...	19	Experimental	3	—
98	SmartOnlineJudge/smartoj-ai-service 智能算法刷题平台——AI服务代码仓库	19	Experimental	2	Python
99	Natanaelvich/ai-agents-langchain 🤖 AI Agents study project using LangChain and OpenAI. Includes practical...	18	Experimental	1	TypeScript
100	romanyn36/california-procurement-agent A chat application using LangChain AI agent with MongoDB tools to query and...	17	Experimental	—	JavaScript
101	thomassuedbroecker/agent-tools-langchain-watsonx This repository contains an example weather query application based on the...	17	Experimental	1	Python
102	shaswata56/GenericAI An intelligent assistant powered by the ReAct framework, leveraging...	17	Experimental	1	Python
103	zzzlip/langchain-langgraph-learning This comprehensive guide details agent development using LangChain and...	17	Experimental	16	—
104	mirko-verardo/md2sl_thesis_mv A pipeline to validate agentic AI parser generation using LangChain and...	16	Experimental	1	HTML
105	SajadAlRoubiey/langgraph-notebooks 📘 Explore Jupyter notebooks that teach LangGraph concepts, from basic graphs...	16	Experimental	1	Jupyter Notebook
106	ClankLabs/wrench-training-data Training data and notebooks for Wrench — purpose-built agentic models for...	15	Experimental	1	Jupyter Notebook
107	KhaledYaish0/langgraph-agent-tools-memory A LangGraph agent that integrates LangChain tools — including Google Serper...	15	Experimental	—	Jupyter Notebook
108	VincenzoVillanova/langgraph-math-agent A minimal LangGraph agent using Gemini to perform safe mathematical...	14	Experimental	1	Python
109	MohamedAzizFadhel/Jarvis AI-native SOC triage agent — LangGraph, MCP, multi-LLM panel, MITRE ATT&CK	14	Experimental	—	Python
110	supritR21/Agentic-LangGraph Notebook-based LangGraph project demonstrating agent workflows, tool-calling...	14	Experimental	—	Jupyter Notebook
111	adv-11/essayWriter AI agentic website made using LangGraph.	13	Experimental	—	Jupyter Notebook
112	umutbarancicek/AutoLogistics-AI-Orchestrator Enterprise Multi-Agent Logistics Framework: Utilizing LangChain and LLMs for...	13	Experimental	—	TypeScript
113	aslekariii/langgraph-support-triage 🔗 Streamline support workflows with LangGraph's stateful control-flow and...	13	Experimental	—	TypeScript
114	luochang212/agent-server 在 Ubuntu 上一键部署 Gradio Agent APP	13	Experimental	—	Shell
115	udaykumar-dhokia/SalesMate.ai SalesMate.ai is an intelligent Telegram-based sales agent designed for...	13	Experimental	2	Python
116	ben854719/Cybersecurity-Risk-Agentic-AI The project aims to use LangGraph to develop an Agentic AI chatbot that can...	13	Experimental	—	Jupyter Notebook
117	kanad13/Agentic-AI An Agentic AI chatbot that transforms user questions into actionable tasks...	13	Experimental	—	Python
118	Mohamed-Montasser/Context-Aware-Conversational-Agent At the core of this system is a LangChain React Agent — an intelligent agent...	13	Experimental	—	Python
119	princepal9120/Perception An AI-powered Live Web Search Agent that retrieves, processes, and presents...	13	Experimental	—	TypeScript
120	Rajathbharadwaj/langgraph-cheatsheet LangGraph Cheatsheet - Quick Reference for AI Agent Development	13	Experimental	—	HTML
121	Rajathbharadwaj/langgraph-playground Free visual tool to build AI agents with LangGraph. Design workflows, export...	13	Experimental	—	HTML
122	naoufalelh/cursor-langgraph-starter A Cursor-optimized starter template for building AI agents with LangGraph.js...	12	Experimental	1	TypeScript
123	Dsazz/langgraph-playground A collection of AI-driven projects using LangChain and LangGraph, focusing...	12	Experimental	6	TypeScript
124	extrawest/ai-agentic-linkedin-company-profile-finder LinkedIn company profiles finder using LangChain Agents	12	Experimental	7	JavaScript
125	vedantxn/lovable Local AI coder agent in langgraph. like lovable but works locally.	12	Experimental	4	Python
126	yokharian/AI-Sales-Agent An autonomous bot that leverages LLMs to simulate the behavior of a vehicle...	12	Experimental	1	Python
127	mausulazad/the_matrix Repository for storing single and multi-agent workflows	11	Experimental	—	Jupyter Notebook
128	DLesmes/tt_hk_lai AI-driven logistics anomaly handling and ETA optimization Agents	11	Experimental	—	Python
129	Siddhantp08/LangSphere This project explores building AI Agents and GenAI-powered applications...	11	Experimental	—	Python
130	divakarkumarp/Start-with-LangGraph Building Stateful Multi AI Agents & Enhancing LLM Agents	11	Experimental	—	Jupyter Notebook
131	Ritesh36/langgraph-learning-project Terminal based AI-Agent using LangChain	11	Experimental	2	JavaScript
132	GEERS-AI/geers-ai-lang-graph GEERS AI 2024	11	Experimental	3	Jupyter Notebook
133	SkyeAv/TableConfigAgent A Configurable Agentic Platform (With Hugging Face Transformers And...	11	Experimental	2	Python
134	k-nkmt/SAS_as_Tool_Examples Examples of agents created with LangChain and LangGraph, and how to use SAS...	11	Experimental	—	Jupyter Notebook
135	joshuasundance-swca/pyteam networked agent experiment	11	Experimental	—	Jupyter Notebook
136	tooniez/crewai-playground 🤖 A playground for experimenting with CrewAI and Langchain	11	Experimental	—	Python
137	Amruta-Salunke/Agent_AI_Chatbot A production-ready GenAI application built using LangGraph ReAct Agents,...	11	Experimental	2	Python
138	YashasJKumar/Logistics_Management AI-powered logistics management app utilizing LLMs and web scraping for...	11	Experimental	3	Python
139	fshnkarimi/ReAct-Framework-Implementation This repository implements the "ReAct" framework, combining OpenAI's GPT-3.5...	10	Experimental	2	Jupyter Notebook
140	vikas-kashyap97/Langgraph LangGraph Models is a curated collection of modular LLM workflows built with...	10	Experimental	1	Jupyter Notebook
141	Ashot72/Ashot72-LangGrap.js-Server-Agents LangGraph.js Server Agents	10	Experimental	1	TypeScript
142	RohitRP22/Agentic_AI_repo Basic Chatbot using Langraph groq-api with streaming technique, ReACT agent...	10	Experimental	1	Jupyter Notebook
143	Ylang-Labs/langgraph-supervisor-cookbook Cookbook to help you effectively utilize`langgraph-supervisor` in your projects.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

awesome-LangGraph and awesome-langchain (66 vs 62) langgraphjs and awesome-LangGraph (71 vs 66) langgraphjs and lang-agent (71 vs 54) langgraphjs and LangGraphProjects (71 vs 55) langgraphjs and langgraph-agent-toolkit (71 vs 54) fastapi-langgraph-agent-production-ready-template and langgraph-agent-toolkit (57 vs 54) LangGraphProjects and dive-into-langgraph (55 vs 50) lang-agent and langgraph-agent-toolkit (54 vs 54) langgraph-agent-toolkit and sales-ai-agent-langgraph (54 vs 44)