Multi-Agent Frameworks Generative AI Tools

Frameworks and orchestration systems for building, deploying, and managing collaborative multi-agent AI systems with agent coordination, tool discovery, and autonomous execution. Does NOT include single-agent applications, learning resources, or agent-powered solutions for specific domains.

There are 129 multi-agent frameworks tools tracked. 7 score above 50 (established tier). The highest-rated is miquido/draive at 58/100 with 109 stars.

Get all 129 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=multi-agent-frameworks&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	miquido/draive All-in-one Python framework for building production-ready LLM agents and...	58	Established	109	Python
2	monocle2ai/monocle Monocle is a framework for tracing GenAI app code. This repo contains...	55	Established	71	Python
3	binome-dev/graphite Graphite Agentic Framework by Binome Technologies	54	Established	173	Python
4	privacera/paig PAIG (Pronounced similar to paige or payj) is an open-source project...	53	Established	213	CSS
5	skaiworldwide-oss/agensgraph-python A Python driver for AgensGraph Multi-Model Database	53	Established	21	Python
6	ansarifaisal12/Agent_Mont Comprehensive metrics, insights, and visualization for Agno and Crew AI applications	51	Established	26	Python
7	paragon-intelligence/agentle Build production-ready AI agents in days, not months. Python 3.13+. Save...	51	Established	53	Python
8	DeadmanAbir/AgentGenesis Welcome to AgentGenesis, your source for customizable Gen AI code snippets...	49	Emerging	118	TypeScript
9	neo4j-documentation/developer-guides Content for neo4j.com/developer	48	Emerging	23	JavaScript
10	mongodb-industry-solutions/multiagent-predictive-maintenance This project implements an agentic system for predictive maintenance using...	47	Emerging	9	JavaScript
11	Ian-Tharp/CORE C.O.R.E. is an all-encompassing cognitive architecture I designed as a...	46	Emerging	14	Python
12	EthicalML/awesome-production-agentic-systems A curated list of awesome open source libraries to deploy, monitor, version...	45	Emerging	72	—
13	biom8er/phymes Parallel HYpergraph MEssaging Streams	40	Emerging	3	Rust
14	neo4j-field/ps-genai-agents The goal of this project is to provide a generalized agent architecture that...	40	Emerging	12	Jupyter Notebook
15	monocle2ai/examples Samples to demonstrate how Monocle works for agentic applications	39	Emerging	5	Python
16	skaiworldwide-oss/agensgraph-golang Go driver support for AgensGraph with github.com/lib/pq	38	Emerging	10	Go
17	HPD-AI/HPD-AI-Framework The greatest AI Framework ever made	36	Emerging	3	C#
18	emmanuel-adu/ai-pipeline-orchestrator Production-ready orchestration framework for AI applications featuring...	35	Emerging	1	TypeScript
19	CyniaAI/CyniaAgents A lightweight framework for running generative agents through a Streamlit interface.	35	Emerging	6	Python
20	Sema4AI/cookbook Inspiration and blueprints for AI Agents and Actions that define how...	34	Emerging	6	Python
21	GURPREETKAURJETHRA/Griptape-Create-Customisable-Multi-AI-Agents Griptape: Create Customisable Multi AI Agents from Scratch	34	Emerging	3	Python
22	Turkish-AI-Community/hsd-agu-egitim HSD AGÜ From Model to Agent Mini Bootcamp Proje ve Eğitim Dokümanları	33	Emerging	34	Jupyter Notebook
23	skaiworldwide-oss/agensgraph-nodejs A NodeJS driver for AgensGraph Multi-Model Database	33	Emerging	13	JavaScript
24	scionoftech/funcroute Intelligent Function/Tool Routing using Fine-tuned FunctionGemma	33	Emerging	1	Python
25	holamexico/End-To-End-Agentic-AI-FastAPI-Docker-Project Discover the End-To-End-Agentic-AI-FastAPI-Docker-Project on GitHub – a...	32	Emerging	2	Python
26	unit-mesh/co-unit CoUnit，一个基于 LLM 的虚拟团队接口人（API），通过向量化文档、知识库、SDK和 API 等，结合 LLM...	32	Emerging	30	Rust
27	KAIHARA070/ai-agents-far-beyond 🤖 Explore advanced AI agents that excel in understanding multi-file...	31	Emerging	1	—
28	arunpshankar/Python-Design-Patterns-for-AI A repository showcasing Python design patterns specifically adapted for...	31	Emerging	18	Python
29	nervousapps/AutoChaos 🦹🏼‍♂️ AutoChaos, inject chaos automatically using a generative AI engineer.	30	Emerging	2	Python
30	it-at-m/zammad-ai GenAI-powered agent for Zammad	30	Emerging	12	Python
31	dr-jd-allen/axon AXON: Agentic eXecutive Oversight Network	30	Emerging	1	JavaScript
32	Metacreation-Lab/autolume Autolume is a no-coding generative AI system allowing artists to train,...	30	Emerging	3	Python
33	llm-platform-security/ai-agent-permissions Towards Automating Data Access Permissions in AI Agents	28	Experimental	4	Python
34	StykMartin/openai-oci-gateway OpenAI-compatible API gateway for OCI Generative AI - run your OpenAI apps...	28	Experimental	3	Java
35	mikewild-wcl/ai-experiments GenAI prototypes for Microsoft Agent Framework and Semantic Kernel: chat...	28	Experimental	2	C#
36	shah-zeb-naveed/multi-agent-llm-applications Notebooks for the Built Multi-Agent Applications with AutoGen Course	28	Experimental	8	Jupyter Notebook
37	ai-agentswarm/agentswarm A Recursive, Functional, and Type-Safe Framework for Autonomous AI Agents.	28	Experimental	10	Python
38	Eternity-LLM/Eternity-V1 STILL DEVELOPING, DON' T COME HERE	26	Experimental	1	Python
39	prometh-sh/prometh-cortex Prometh Cortex is a personal knowledge orchestration system that transforms...	25	Experimental	7	Python
40	bachasachin0/Genai_Agentic_HR_asssitant The GenAI Agentic HR Assistant is an AI-powered agentic application designed...	25	Experimental	4	Jupyter Notebook
41	cloudpedagogy/cloudpedagogy-ai-capability-framework CloudPedagogy AI Capability Framework (2026 Edition) – a values-based,...	24	Experimental	1	—
42	Kit4Some/Sapiens_Ontology Open-source AI agents for ontology	24	Experimental	10	Python
43	is-leeroy-jenkins/Foo A Modular Python Framework for Retrieval-Augmented Pipelines and Agentic Workflows	24	Experimental	1	Python
44	MatthewDavisAIArchitect/enterprise-ai-architecture-portfolio Enterprise AI Architect building reflexive, semantic, and adaptive systems...	24	Experimental	1	—
45	MahendhiranK/AIPA.Framework.Starter NET implementation of the AI-Powered Agent Framework for API C4E Augmentation	24	Experimental	3	C#
46	renatosviana/agentic-kafka-reference-architecture Production-style reference architecture for event-driven systems where Kafka...	24	Experimental	1	Java
47	vedanta/rasa Persona-Driven, Memory-Integrated AI Framework for Next-Gen AI Agents	23	Experimental	2	Python
48	oracle-samples/oci-genai-auth-java OCI GenAI Auth for Java — OCI request-signing library for OpenAI-compatible...	23	Experimental	1	Java
49	maree217/three-layer-ai-framework Production-ready enterprise AI framework with three-layer architecture: UX...	23	Experimental	2	Python
50	HM-Li/neo-agent-core A provider-agnostic agentic framework for creating LLM applications.	22	Experimental	1	Python
51	Shalev-Lifshitz/MultiAgentVerification Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers	22	Experimental	28	Python
52	ranajitdharpersonal/yes-ai-gitlab-edition An enterprise-grade, self-healing Multi-Agent AI Operating System. Features...	22	Experimental	—	Python
53	DaragonTech/Triarch Open-source experimental hybrid human–AI board. Make decisions with machines	22	Experimental	3	Python
54	ferndot/cauterize Stop the bleed. Cauterize hot patches runtime wounds.	22	Experimental	—	Python
55	stell2026/Anima-v6 A computational approach to the 'Hard Problem' of consciousness: modeling...	22	Experimental	—	Python
56	aravikishan/GenAI-Orchestrator LLM workflow orchestration framework with multi-step chains, prompt...	22	Experimental	—	Python
57	evandiewald/aegis Using LLM Agents to solve Github Issues	21	Experimental	9	Jupyter Notebook
58	carmelolg/generative-ai-agent-example Generative AI Agent Example repo showcases practical implementations and...	21	Experimental	—	Python
59	markoswire/remember-me.ai Enable AI to actively remember and recreate your digital presence for...	21	Experimental	—	HTML
60	harvatechs/Ariv A production-ready, frugal, sovereign AI system that orchestrates India's...	21	Experimental	—	Python
61	eggai-tech/eggai-demo Demo application showcasing EggAI multi-agent system capabilities	21	Experimental	—	Jupyter Notebook
62	mayadigi/seeds Manage AI agent workflows with a git-native issue tracker that uses JSONL...	21	Experimental	—	TypeScript
63	yrkhan022512/genai-friendly-architecture 🚀 Build adaptable AI systems with the GenAI-Friendly Architecture Pattern,...	21	Experimental	—	—
64	shib1111111/QueryCortex QueryCortex is a production-grade agentic AI orchestration platform designed...	21	Experimental	—	Python
65	theabhinavdas/Smriti human-like memory architecture for generative ai that grows and evolves with you	21	Experimental	—	Python
66	ingo-stallknecht/enterprise-knowledge-agent An end-to-end, production-style Retrieval-Augmented Generation system over...	21	Experimental	—	Python
67	dr-rompecabezas/toki-pona-ai AI-powered toki pona language learning app	21	Experimental	—	Python
68	Hugues-DTANKOUO/genai-friendly-architecture Architecture pattern for building AI-ready systems without framework...	21	Experimental	2	—
69	sharabhshukla/agno-azure-agent-operations-research An agentic AI approach for operations research	20	Experimental	1	Python
70	torshind/llamantin AI agents for humans	20	Experimental	5	Python
71	FACTHORYAI/engineering-principles Our guidelines for building large-scale data-heavy applications	20	Experimental	1	—
72	vladikr/kvagent Experimental AI Assistant for KubeVirt	20	Experimental	2	Python
73	svilupp/textagents Define LLM agents in plain text files. Let agents write better agents.	20	Experimental	1	Python
74	vidhra/saturn Saturn is an AI agent that lets you orchestrate digital infrastructure.	20	Experimental	2	Python
75	skaiworldwide-oss/AgensGraphViewer AgensGraph database visualisation tool	20	Experimental	3	JavaScript
76	kirbah/ai-architecture-blueprints A collection of practical design patterns and blueprints for building safe,...	19	Experimental	2	—
77	Pro-GenAI/UpdAgent AI Agent Version Control Framework for Real-Time Updation of Tools	19	Experimental	3	Jupyter Notebook
78	Rounak00/Python-Practice-Selfstudy This is for learning Python, OOPS in Python, Fast API, and AI	19	Experimental	1	Python
79	cchalm/blundering-savant An AI coding agent as a GitHub user	19	Experimental	2	Go
80	sthudium25/SurvivorWorld An implementation of a cognitive architecture, built on top of GPT-4,...	18	Experimental	2	Python
81	Anshul619/AI-ML-design-services A curated collection of design patterns, reference architectures, and...	18	Experimental	1	—
82	matthewholliday/chainplate An AI framework for rapid workflow, chat, and agent development using a...	18	Experimental	1	Python
83	ojasaklechat41/oju Predefined Agents which can be used just by calling one function	18	Experimental	1	Python
84	AreebaxIrfan/Q_4_Learning Practical Q4 learning repo exploring Agentic AI SDK with Python — covering...	18	Experimental	1	Python
85	muhammad-fiaz/OpenAgents OpenAgents is an open-source framework that lets you create multiple...	18	Experimental	1	—
86	gabrillasabadini/smartflood.ai SmartFlood AI is a hands-on educational project designed to demonstrate how...	17	Experimental	—	Python
87	bio-aeon/agentic-ai-playground An agentic AI playground for hands-on exploring of different agent patterns...	17	Experimental	—	—
88	m0r6aN/Manus-Killswitch A self-orchestrating, collaborative, multi-agent AI framework.	17	Experimental	1	Python
89	Nitin-Sagar-B/RaTiO-CoRE A modular multi-model AI framework demonstrating advanced techniques in...	17	Experimental	1	Python
90	pyrotank41/Ava-Mosaic-AI A light weight library that extends instrictor lib for llm based task	17	Experimental	1	Python
91	SanaAdeelKhan/EthicPay-AI EthicPay-AI - Autonomous Ethical Payment Agent on Arc (USDC)	17	Experimental	—	JavaScript
92	cloudpedagogy/cloudpedagogy-ai-capability-dashboard Exploratory, browser-based AI capability tool for sense-making, reflection,...	17	Experimental	—	TypeScript
93	lpalbou/medium Contains code used for supporting evidences of medium articles	17	Experimental	5	Python
94	shivampatra2027/Gen-Ai Learning Agentic Ai	16	Experimental	1	Python
95	mounteverset/generalist_bt_gen LLM-driven BT execution and context gathering for high-level decision making	16	Experimental	1	Python
96	rodrigowf/agentic AutoGen Agents Creation and Testing - VibeCoded by a real developer to...	16	Experimental	3	Python
97	Sunil56224972/Dexter-Agentic-Ai Dexter Agentic AI is an intelligent terminal agent that observes, analyzes,...	16	Experimental	2	JavaScript
98	Kortecx/kortecx Executable intelligence library	16	Experimental	1	Python
99	Phani3108/Enterprise-GenAI-Console A Google-Labs-style AI strategy console that orchestrates 5 specialized...	14	Experimental	1	TypeScript
100	Aditya452255/AgentForge-Autogen An Agentic AI system where a Creator Agent dynamically generates, registers,...	14	Experimental	—	Python
101	AshritWajjala/Project-AVA Stateful personal AI assistant powered by LangGraph, GPT-OSS 20B, and...	14	Experimental	—	Python
102	GreyCatCoding/Flightbooking_Application A simple tutorial of python and GenAi using VsCode. Lastly a flight booking...	14	Experimental	—	Python
103	SamTheTechi/Kayori Kayori, a genAI personal agentic assistant	14	Experimental	—	Python
104	Krixna-Kant/AgentifyX Middleware engine for transforming conventional solutions into Agentic AI...	14	Experimental	1	Python
105	tractorjuice/automated_wardley_reports Repository for all automated Wardley Mapping reports	14	Experimental	17	—
106	BABAR-TAHSEEN55/GenAI This contains all my learnings related to GenAI & Agentic AI	13	Experimental	—	Python
107	a-pt/GenAI-LLM-AIAgents 🛠️ Build and deploy intelligent AI Agents locally. Explore LLM embeddings,...	13	Experimental	—	Python
108	MeghvShetty/rag-vertexai-gcp DEMO using griptape package to build an agent to interact with model garden...	13	Experimental	—	Python
109	Abhay-0103/Gen-AI-And-Agentic-AI Learning GenAI And Agentic-AI	13	Experimental	—	Python
110	balapraharsha/Capability-Gap-AI Capability Gap AI – An adaptive AI platform that analyzes student...	13	Experimental	—	TypeScript
111	tractorjuice/ChatWardleyImage Create an automated Strategy report about your Wardley Map image	13	Experimental	—	Python
112	Aafimalek/learning repo/logbook of what I am learning so that I can reference this in the future	13	Experimental	—	Jupyter Notebook
113	gabrielspires/AI-Agents Development of AI Agents	13	Experimental	—	Jupyter Notebook
114	jasperan/orahermes-agent Oracle AI Agent Harness — fork of NousResearch/hermes-agent powered by OCI...	13	Experimental	—	Python
115	sumit9000/BTN-Agentic-AI-Automation-System- This agentic AI system automates Beverage Trade Network's global sales and...	13	Experimental	—	Jupyter Notebook
116	mariusmiclau/telecom-genai-platform GenAI integration platform for telecom automation: RAG pipelines, agentic...	13	Experimental	—	Python
117	HandMatt/aiagent Build an AI Agent using Python \| Boot.dev	13	Experimental	—	Python
118	AOEpeople/ai-radar The Radar around the Development of professional AI Agents, RAG Systems and LLMOps.	12	Experimental	3	CSS
119	kingrocfella/agentic-ai A FastAPI-based AI agent service with JWT authentication, Redis storage, and...	12	Experimental	1	Python
120	vineethsai/tool-registry A GenAI agent and tool registry system to securely vend scoped down JIT credentials	12	Experimental	2	Python
121	kwishna/Microsoft_AutoGen AutoGen Practice	11	Experimental	3	Python
122	Subhagatoadak/IntentAgent This repository outlines the architecture and implementation of a...	11	Experimental	—	Python
123	BenderScript/agenticdb GenAI Agent DB	11	Experimental	—	Python
124	Maimuzamilhu/Agentic-AI This repository contains all the code related to generating artificial...	11	Experimental	1	Python
125	sunholo-data/quarto-agent A GenAI Agent that iterates creation and rendering of Quarto artefacts	11	Experimental	—	Python
126	tractorjuice/wardley_research_chat Have an AI chat with Simon Wardley's Research Wardley Maps	11	Experimental	—	Python
127	sayanisalman/semantic_agents_pluggable Semantic Agents Pluggable is a modular Python framework for building...	11	Experimental	2	Python
128	AdemBoukhris457/AI_Agents_Examples This repository contains practical Jupyter notebook examples showcasing how...	10	Experimental	2	Jupyter Notebook
129	tsharish/agentiq2 Easy-to-use AI agent framework developed using Python and uses OpenAI's API....	10	Experimental	1	Python

Comparisons in this category

agensgraph-python and agensgraph-golang (53 vs 38)