LangGraph Production Agents RAG Tools

Production-grade multi-agent systems built with LangGraph featuring specialized agent roles, RAG integration, and enterprise orchestration patterns. Does NOT include single-agent implementations, basic chatbots, or frameworks without LangGraph-based orchestration.

There are 173 langgraph production agents tools tracked. 3 score above 70 (verified tier). The highest-rated is pipeshub-ai/pipeshub-ai at 74/100 with 2,711 stars. 4 of the top 10 are actively maintained.

Get all 173 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=langraph-production-agents&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 pipeshub-ai/pipeshub-ai

PipesHub is a fully extensible and explainable workplace AI platform for...

74
Verified
2 xerrors/Yuxi-Know

结合LightRAG 知识库的知识图谱智能体平台。 An agent platform that integrates a LightRAG...

73
Verified
3 xerrors/Yuxi

结合知识库管理的 Agent Harness 平台。 An agent harness that integrates a LightRAG...

73
Verified
4 graphlit/graphlit-client-python

Python client library for Graphlit Platform

57
Established
5 Annyfee/agent-craft

AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

52
Established
6 gca-americas/way-back-home

🚀 Way Back Home

51
Established
7 daxa-ai/pebblo

Pebblo enables developers to safely load data and promote their Gen AI app...

51
Established
8 adongwanai/AgentGuide

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG...

51
Established
9 google-americas/way-back-home

🚀 Way Back Home

49
Emerging
10 redhat-community-ai-tools/UnifAI

Sophisticated Agentic AI platform designed to power knowledge retrieval...

46
Emerging
11 mohd-faizy/Agentic_AI_using_LangGraph

Agentic AI framework built using LangGraph and Multi-Agent Control Plane...

43
Emerging
12 neuron-core/neuron-laravel

Official Neuron AI Laravel SDK

43
Emerging
13 Onelevenvy/flock

Flock is a workflow-based low-code platform for rapidly building chatbots,...

42
Emerging
14 Zerone-Laboratories/RIGEL

A Multi-Agentic AI Assistant/Builder

42
Emerging
15 SonAIengine/graph-tool-call

Graph DB-powered tool retrieval for smarter LLM tool calling — reduce token...

41
Emerging
16 FareedKhan-dev/best-llm-finder-pipeline

Agentic RAG, Multi-Agent Systems, and Vision Reasoning are three pipelines...

41
Emerging
17 kyopark2014/es-us-project

It shows how to use an agent based on LangGraph with MCP.

40
Emerging
18 steveyeow/Feynman

Read books the way Feynman did — along with a continuously evolving network...

38
Emerging
19 Argus-Framework/argus-ai-debate

Multi-agent AI framework where LLMs debate each other to verify claims....

38
Emerging
20 FareedKhan-dev/temporal-ai-agent-pipeline

Optimizing Dynamic Knowledge Base Using AI Agent

37
Emerging
21 Vensus137/Coreness-Flow

Event-driven desktop AI agent: YAML scenarios, plugin system with UI...

36
Emerging
22 graphlit/graphlit-tools-python

AI Agent Tools library for Graphlit Platform

35
Emerging
23 Ratnesh-181998/agentic-bi-natural-language-querying

Agentic BI SaaS platform for natural language analytics using LangGraph,...

34
Emerging
24 Heyflyingpig/CausalAgent

这是一个由LangGraph协议主导的因果分析Muti-Agent,结合MCP,RAG等多种工具进行辅助进行因果分析,提供给用户一份完善的因果分析的分析报告和因果图

34
Emerging
25 kyopark2014/es-kr-project

It shows how to use an agent based on LangGraph with MCP.

33
Emerging
26 kyopark2014/ds-project

It generates a report based on documents.

33
Emerging
27 lucifertrj/Product-Ingredient-Agent

Product Ingredient Agent

33
Emerging
28 Ratnesh-181998/Enterprise-Multi-AI-Agent-Systems-

🤖 Advanced Multi-AI Agent Swarm built with LangGraph & LangChain, powered by...

33
Emerging
29 matstech/linden

🌳 A Python engine for orchestrating complex LLM workflows, from simple data...

32
Emerging
30 alleneee/skill-agent

基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行

32
Emerging
31 arjunprabhulal/adk-advanced

A comprehensive collection of Google ADK implementations: Function Tools,...

31
Emerging
32 sse-orz/repo-agent

An LLM-powered repository agent for wiki-style documentation and deep...

31
Emerging
33 G4brym/agentic-ai-search

Intelligent document search powered by agentic AI

29
Experimental
34 Miraj-Rahman-AI/Adv-AI-Agents

A devel of production-grade Agentic AI systems including autonomous research...

29
Experimental
35 zedraxa/bio-ml-agent_v0.2

Modular AI assistant for bioengineering and ML workflows.

28
Experimental
36 BleakMeGo/WrenAI

WrenAI is an open-source GenBI agent designed for seamless integration and...

27
Experimental
37 lablnet/multi-tool-rag-agent

A multi-purpose AI agent built with LangGraph and Google's Gemini AI that...

26
Experimental
38 Jiawe1Zhang/Dendrite

Context-first autonomous multi-agent system

26
Experimental
39 pkargupta/tree-of-debate

Tree-of-Debate converts scientific papers into LLM personas that debate...

26
Experimental
40 dialogoo/laiive

laiive is a global cultural agenda that connects people with live music events

25
Experimental
41 CodedByManish/ACDAN-Autonomous-Cyber-Defense-Agent-Network-

A multi-agent autonomous system for network threat detection (PyTorch), LLM...

25
Experimental
42 meiiie/LMS_AI

Wiii - Multi-domain Agentic RAG Platform by The Wiii Lab. FastAPI +...

24
Experimental
43 srimallya/subgrapher

Subgrapher is a local-first semantic browser workspace where references...

24
Experimental
44 jakbuczarnecki/intergrax

A modular AI framework focused on LLM orchestration, retrieval-augmented...

24
Experimental
45 azizkode/ArXiv-Agent

🤖 Discover the latest research papers on ArXiv tailored to your interests...

24
Experimental
46 Ronit26Mehta/argus-ai-debate

Debate-native multi-agent AI framework that eliminates LLM hallucination,...

24
Experimental
47 MoeinAbtahi/Next-Gen-Software-Quality-Accelerator-AI-Agents-with-LLM-Reasoning

This project explores the use of autonomous AI agents powered by large...

24
Experimental
48 nonameuserd/runform

An AI-native software factory for turning project knowledge into buildable software.

23
Experimental
49 showjihyun/agentrag-v1

Agent Workflow Has Personality

23
Experimental
50 GrandRecs/ic_agent

A self deployable LLM application with our innovational IC framework (a RAG method)

23
Experimental
51 arthurmgraf/graphmind

Autonomous Knowledge Agent Platform - Agentic RAG with Knowledge Graphs,...

23
Experimental
52 DeepeshKashyup/a2a-ai-assistant

A multi-agent RAG system using Google's A2A (Agent-to-Agent) protocol.

23
Experimental
53 lukeslp/jeepers-legacy

The original Jeepers agent system - predecessor to the Geepers multi-agent...

22
Experimental
54 sunilp/enterprise-genai-platform

Reference architecture for deploying LLM-based applications in regulated...

22
Experimental
55 Zamurz/Data_Agent

📄 Streamline document data processing with Data Agent, an efficient FastAPI...

22
Experimental
56 Kevil12856/Delta-Hacks-12

🧠 Build advanced Agentic AI for legal tasks with Mike Ross AI, utilizing...

22
Experimental
57 fvckhack/WrenAI

🌐 Build AI agents effortlessly with WrenAI, the open-source GenBI tool that...

22
Experimental
58 GRID-INTELLIGENCE/GRID

Local-first AI framework: geometric resonance, cognitive architecture, RAG,...

22
Experimental
59 pallavisharma6802/Multi-Cloud-AI-Agent-for-Ticket-Resolution

LangGraph multi-agent system for ticket resolution — Azure NLP, AWS/Ollama...

22
Experimental
60 Alex8768/AI-Agent-Hub-V3

Layered AI platform for retrieval, memory, graph-aware reasoning, and...

22
Experimental
61 GodModeAI2025/knowledge-distiller

AI agent skill that distills documents into temporally-aware structured...

22
Experimental
62 Vyshak1510/Agentic-RCA

Open-source agentic RCA platform — Temporal workflows, multi-provider LLM...

22
Experimental
63 smile101603/Agentic_Procure_Audit_AI

AI-powered procurement intelligence agent with local LLM, document OCR,...

22
Experimental
64 N1ghthill/merlin-ia

Assistente local-first para Linux com RAG em documentos, CLI, API HTTP local...

22
Experimental
65 Xswexx/flock-alpr-toolkit

Provide tools and redacted documents for community research and governance...

22
Experimental
66 launchdarkly-labs/devrel-agents-tutorial

Multi-agent AI chatbot with dynamic configuration using LangGraph ...

22
Experimental
67 steadz12/agentdesk

multi-agent AI productivity workspace for developers — RAG, tool use,...

22
Experimental
68 Samuel-Giftson/AliciaAgenticAi

Alicia is an agentic AI assistant for Discord — she interprets user intent,...

22
Experimental
69 ArkadeepDas4444/SoftSim-AI

An AI-Powered Virtual Development Pod with RAG-Enhanced Multi-Agent System

22
Experimental
70 iamducnhat/starforge

A self-improving coding agent that learns from its own mistakes.

22
Experimental
71 mhc0507-gh/kb-reasoning-agent

Technology demonstration PoC of an AI agent using LLM-based reasoning to...

22
Experimental
72 srinandan/building-permit

An Agentic application to review building plans against the California...

22
Experimental
73 dzhsurf/flexiagent

FlexiAgent is a simple and easy-to-use framework for creating LLM agents....

22
Experimental
74 gsavla6-hue/ai-knowledge-base-agent

Self-learning knowledge base agent that continuously reads documents,...

22
Experimental
75 Th0mG0y/mirofish-english

English fork of MiroFish with Graphiti + Neo4j, multi-agent simulation, and...

22
Experimental
76 ksericpro/llm-agentic-framework

Agentic AI Agents - LangChain Agentic Pipeline with Streaming API

21
Experimental
77 prislupsky/Graph-AI-Agent

Graph of Thought, Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

21
Experimental
78 yokingma/deepresearch

DeepResearch Agent with LangGraph, using any LLM models, search engine, RAG...

21
Experimental
79 rb248/model-based-se-assistant

AI-powered Model-Based Software Engineering Assistant using LangGraph...

21
Experimental
80 MIRACLE-cowf/Powerful-Auto-Researcher

Powerful Auto Research powered by LangChain, and Anthropic.

20
Experimental
81 LegendStack/Agentic-FastAPI-Template

Enterprise-ready AI agent template. FastAPI + LangGraph + RAG. Ship...

20
Experimental
82 JoshPola96/enterprise-ai-agent-architecture-esim

Enterprise AI Agent Architecture (EsimTime): A production-grade autonomous...

20
Experimental
83 sarva-20/ProcureX

ProcureX is a 4-agent AI pipeline to evaluate tenders against your company...

19
Experimental
84 danula-rathnayaka/ikms-multi-agent-rag

AI powered knowledge management system for multi-turn QA with memory, using...

19
Experimental
85 Eshaa0609/AdFlow-AI

Agentic AI platform for real-time marketing analytics. Built with LangChain,...

19
Experimental
86 nileshgarg-tech/agri_agent_ibm_watsonx

Intent-based AI agent using LangChain + IBM WatsonX (Granite models) for...

19
Experimental
87 Darv0n/sia-research-engine

Multi-agent deep research engine with SIA (Semantic Intelligence...

19
Experimental
88 aimanyounises1/enterprise-multi-agent-research

🏢 Enterprise Multi-Agent AI System with MCP Protocol. Hierarchical...

19
Experimental
89 vanderoffice/gov-ai-dev

Multi-agent AI systems and citizen-facing government services

19
Experimental
90 cwccie/template-llm-network-agent

Reference architecture: LangGraph agent + MCP tools + Nornir + RAG +...

19
Experimental
91 omkarbhad/agentforge

Multi-agent LLM research system — LangGraph orchestration, Qdrant vector...

19
Experimental
92 MrAliHasan/Agentic-Procure-Audit-AI

AI-powered procurement intelligence agent with local LLM, document OCR,...

19
Experimental
93 Research-as-a-Code/Research_as_a_Code

UDF + AI-Q + TTD DR + IaaC (AWS EKS and NIMs) + AG-UI + CopilotKit

19
Experimental
94 wssaidong/cus-ai-agent

基于LangGraph构建的智能体系统,通过FastAPI暴露OpenAPI接口,实现智能体编排功能。

19
Experimental
95 Eversec-ai/AIGov-Insight-Agent

Eversec AIGov-Insight Agent

18
Experimental
96 Annyfee/private-knowledge-agent

基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的本地知识库问答助手

18
Experimental
97 zoe-yyx/AgentNet

[NIPS2025] A decentralized, RAG-enhanced multi-agent framework for LLMs with...

18
Experimental
98 EriiiirE/OpenClaw-Lark-Knowledge-Agent

End-to-end personal knowledge RAG pipeline with OpenClaw + Lark (Feishu)...

17
Experimental
99 konaequity/konash

Train knowledge agents via reinforcement learning. Open-source...

17
Experimental
100 CRAZy-Monk3Y/AgentWeave

AgentWeave is an agentic AI application that intelligently routes user...

16
Experimental
101 BrijeshRakhasiya/Deep-Research-Agent-From-Scratch

Multi-agent AI research system with LangGraph, FastAPI & RAG. Parallel...

16
Experimental
102 isumitsoni/ai-feature-specs

Production-ready spec templates for AI features — RAG, summarization,...

16
Experimental
103 nitinumaretiya123/ai-automation-platform

AI-powered workflow automation platform with LLM-driven task execution and...

15
Experimental
104 nitinumaretiya123/multi-agent-system

Multi-agent orchestration framework using LangChain agents and LLMs

15
Experimental
105 david-revell/agent-evaluation-orchestrator

Agent-agnostic evaluation orchestrator to run scenarios, capture structured...

15
Experimental
106 SayamAlt/Multi-Source-Knowledge-Intelligence-Agent

Successfully developed a Multi-Source Knowledge Intelligence Agent - an...

15
Experimental
107 fisherman611/gaia-agent

"GAIA Agent: An AI system automating solutions for the GAIA benchmark with...

15
Experimental
108 Annyfee/research-agent

基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的多智能体深度研究系统

15
Experimental
109 berangeregallais/neolens-support-agent

Enterprise AI support agent built with LangGraph, featuring advanced RAG,...

15
Experimental
110 Nibir1/Meridian

An AI Orchestration Engine that thinks before it speaks. Implements...

15
Experimental
111 codemaker1023/Flock

About Flock is a workflow-based low-code platform for rapidly building...

15
Experimental
112 AI-Governance-Lab/k8s-ai-agent-multicloud-rag-iac

RAG-powered K8s AI agent for custom-document search and multicloud IaC...

15
Experimental
113 theDataDamsel/enterprise-rag-template

Template for building reliable, governed and cost-aware RAG pipelines for...

15
Experimental
114 rutvik29/agent-forge

🤖 Production multi-agent orchestration framework built on LangGraph |...

15
Experimental
115 jibz33on/autonomous-research-assistant

Autonomous Research Assistant – An end-to-end LangGraph + RAG-powered AI...

14
Experimental
116 GopichandDigulla/autostartup-ai

Autonomous AI agent that transforms startup ideas into complete business...

14
Experimental
117 tangmingcheng/T-AIAgent

A powerful AI Agent built on Ollama, Agno, Groq, and Omniparser v2. It...

14
Experimental
118 MasirJafri1/AI-Chatbots-and-Agents

Production-ready AI agents & chatbots using Google Gemini, Groq, LangChain,...

14
Experimental
119 MahaveerSatra/SalesStrategy_AgentTeam

A full-stack multi-agent AI system that automates enterprise sales research....

14
Experimental
120 marekgwizdala/agente-rag-docker

🤖 Deploy and manage an autonomous AI agent on Google Cloud using Docker,...

14
Experimental
121 khanhvipro01/ai-graph

🎨 Transform text into reusable SVG illustrations for AI-generated pages,...

14
Experimental
122 MarcoSalmeron/Multi-Agent-Crypto-Trading

Sistema multi-agéntico para automatización de operaciones en cripto activos...

14
Experimental
123 Srinivash5566/TrillionHelper

AI-powered helper for solving aptitude, reasoning, and technical MCQs using...

14
Experimental
124 Aahash31/Autonomous-Knowledge-Librarian

A personal knowledge librarian AI using a stateful RAG agent built with...

14
Experimental
125 parkjunss/research-assistant

멀티 에이전트 기반 AI 리서치 어시스턴트 — LangGraph, FastAPI, pgvector, RAG

14
Experimental
126 gayathrikumari/Agentic-Document-Intelligence-Industrialized-Cross-Reference-Engine

🤖 Built a production-grade Agentic AI system using MCP + ReAct Multi-Agent...

14
Experimental
127 Batman220/data-alchemist

Deliver an AI-driven platform that guides data management professionals...

14
Experimental
128 BINTOUDIOP/chess-opening-agent

Agent IA génératif pour l'apprentissage des ouvertures aux échecs (Proof of...

14
Experimental
129 aishaamirkhann-bit/Agentflow-

Autonomous multi-agent AI platform — LangGraph, FastAPI, Gemini, RAG,...

14
Experimental
130 Tejasb11802/nextbrain-nextiva-ai-router

LangGraph agentic AI router that automatically routes queries to the right...

14
Experimental
131 LifeSciForge/Evidentia

LangGraph Multi-Agent AI for Pharma | MSL Intelligence Briefs in 90s |...

14
Experimental
132 leodan52/AI_Agent_LFT

A simple AI Agent implementation using RAG and web search, powered with...

14
Experimental
133 Pratyush1110/LangGraph-Agent

A powerful LangGraph-driven research assistant utilizing Groq and LLM...

14
Experimental
134 rishav1305/soulgraph

Batteries-included LangGraph multi-agent service: RAG + Evaluation +...

14
Experimental
135 Pulpoide/tourmaster-ai

Production-grade multi-agent orchestration system for music tour management....

14
Experimental
136 zerminewajid/Research_Assistant

Multi-Agent AI Research Assistant — CrewAI + LangGraph + FAISS + Flask

14
Experimental
137 aymendhieb02/Esprit-PIDEV-4DS3-2026-STRATELLA

STRATELLA is an intelligent CRM analytics platform that uses AI and Data...

14
Experimental
138 Pranavsingh431/Intelify-AI-Multi-Agent-Enterprise-Content-Pipeline

A multi-agent AI workflow system for content generation and verification. It...

14
Experimental
139 mehmetalikoker/ai-agent

This project features an Agent structure capable of querying and returning...

14
Experimental
140 krishnakoushik225/langgraph-research-agent

Self-correcting AI research agent built with LangGraph, Tavily Search,...

14
Experimental
141 sattyamjjain/AIWTF

Experimental AI agent playground with LangChain, LangGraph, RAG pipelines,...

14
Experimental
142 abhiFSD/AgentForge

🤖 AgentForge — AI agent platform with RAG. Upload documents, create custom...

14
Experimental
143 1337Tema/rag_stateful_ai_agent

Stateful RAG AI Agent — это интеллектуальный микросервис на базе FastAPI и...

14
Experimental
144 Yasser03/GenAIReportAgent

Autonomous GenAI report agent built for automated news intelligence....

14
Experimental
145 williamjxj/AgenticAP

an AI-native financial automation platform dedicated to processing...

13
Experimental
146 bitphonix/ai-agents-hub

🚀 Production-ready AI agents: LangGraph workflows, RAG-powered assistants,...

13
Experimental
147 phamkinhquoc2002/multi-agents-validator

A multi-agentic workflow designed for AI LAB Hackathon 2024, utilized...

13
Experimental
148 meet-rehman/stuttgart-building-regulations-ai

Multi-agent AI system for German building regulation analysis - 5...

13
Experimental
149 Sentient-Beings/Memory-Equipped-Agent

An Agentic workflow to equip Robots with memory

13
Experimental
150 yannpointud/AutoGen

Une équipe d'agents IA autonomes pour construire vos logiciels. Orchestrés...

13
Experimental
151 savinoo/ai-grading-system

Multi-agent AI grading system with 3 specialized agents (2 Examiners + 1...

13
Experimental
152 xiangfeidexiaoyang/InsightFlow

Enterprise-grade RAG & Agent System based on DeepSeek and LangChain

12
Experimental
153 JayanthSrinivas06/AutoStream-AI-Agent---Social-to-Lead-Workflow

An intelligent conversational AI agent for AutoStream, a SaaS platform for...

12
Experimental
154 shamspias/marmelad

Marmelad: An intelligent LangGraph-powered agent to assist with research,...

12
Experimental
155 MoKITUL-FH-Erfurt/moira

Meta Repository for MoIRA (MoKITUL Integrated Retrieval Agent) for Moodle

12
Experimental
156 igordcard/STraaT-old

Straat

12
Experimental
157 miskaone/Multi-Agent_RAG_Refactor_Bot

AI-powered multi-agent pipeline for refactoring JS/TS codebases at scale —...

11
Experimental
158 sajalrastogii/Intelligent-Enterprise-Research-Agent

Production-grade multi-agent LLM system featuring hybrid RAG (dense + BM25),...

11
Experimental
159 Mujeeb6/ai-research-agent

A Python-based RESTful API using FastAPI, LangChain, Groq, and Pinecone to...

11
Experimental
160 ValeriiaMur/Learn-AI-Agent-CS50-AI

An open-source agentic AI tutor that uses RAG, multi-agent orchestration...

11
Experimental
161 UhhSaif/quran-knowledge-assistant

Multi-Agent Quran Knowledge Assistant using Google ADK, RAG, and Tavily API

11
Experimental
162 BenoitGaudieri/multi-agent-researcher

Multi-agent research system using LangGraph — orchestrates RAG and web...

11
Experimental
163 aimanyounises1/AlphaAI

🤖 Local Multi-Agent RAG System with GraphRAG, AutoGen & Ollama....

11
Experimental
164 zacharias1219/multi-agent-applications

Advanced multi-agent AI application using LangFlow, Streamlit, and...

11
Experimental
165 MarcoSalmeron/Agentes

Sistemas Agenticos y Workflows multi-agente para gestion de sistemas reales...

11
Experimental
166 Abdul-Halim01/LangGraph-MultiAgents

A comprehensive multi-agent AI system built with LangGraph and Google...

11
Experimental
167 sushith726-hue/product-feedback-intelligence-engine

LLM-powered feedback intelligence and roadmap prioritization system

11
Experimental
168 MDalamin5/Samsung-Phone-Query-and-Review-System-using-Agentic-Archestration

A multi-agent AI assistant for Samsung phones. Built with LangGraph, it uses...

11
Experimental
169 Arnavvats287/AutoStream_social-to-Lead-Agentic-Workflow

This project implements a production-style AI Sales & Support Agent for...

11
Experimental
170 ravisane/Real-Time-Multi-Agent-Collaboration-with-Traces

This project is a Django-based multi-agent system that integrates MLflow for...

11
Experimental
171 Acquarts/google-adk-rag-agent-camping-receptionist

An intelligent virtual receptionist for Camping La Rosaleda, built with...

11
Experimental
172 GiulianoDiGiuseppe/AgentForFileCommands

A Python server that enables an LLM-based agent to perform operations on...

10
Experimental
173 adambht/Agentic-News-Bot

FactFlow, An AI-powered media ecosystem for fact verification, article...

10
Experimental