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 165 multi-agent frameworks tools tracked. 4 score above 50 (established tier). The highest-rated is miquido/draive at 54/100 with 109 stars.

Get all 165 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...	54	Established	109	Python
2	skaiworldwide-oss/agensgraph-python A Python driver for AgensGraph Multi-Model Database	53	Established	21	Python
3	monocle2ai/monocle Monocle is a framework for tracing GenAI app code. This repo contains...	51	Established	71	Python
4	binome-dev/graphite Graphite Agentic Framework by Binome Technologies	50	Established	173	Python
5	ansarifaisal12/Agent_Mont Comprehensive metrics, insights, and visualization for Agno and Crew AI applications	48	Emerging	26	Python
6	privacera/paig PAIG (Pronounced similar to paige or payj) is an open-source project...	46	Emerging	213	CSS
7	paragon-intelligence/agentle Build production-ready AI agents in days, not months. Python 3.13+. Save...	45	Emerging	53	Python
8	mongodb-industry-solutions/multiagent-predictive-maintenance This project implements an agentic system for predictive maintenance using...	44	Emerging	9	JavaScript
9	amabito/veronica-core Runtime containment layer for LLM agents. Token budgets, concurrency gates,...	42	Emerging	2	Python
10	DeadmanAbir/AgentGenesis Welcome to AgentGenesis, your source for customizable Gen AI code snippets...	42	Emerging	118	TypeScript
11	neo4j-documentation/developer-guides Content for neo4j.com/developer	41	Emerging	23	JavaScript
12	najeed/ai-agent-eval-harness The open-source MultiAgentOps evaluation harness for any industry scenario.	39	Emerging	4	HTML
13	Ian-Tharp/CORE C.O.R.E. is an all-encompassing cognitive architecture I designed as a...	39	Emerging	14	Python
14	EthicalML/awesome-production-agentic-systems A curated list of awesome open source libraries to deploy, monitor, version...	39	Emerging	72	—
15	HPD-AI/HPD-AI-Framework The greatest AI Framework ever made	37	Emerging	3	C#
16	biom8er/phymes Parallel HYpergraph MEssaging Streams	37	Emerging	3	Rust
17	vedanta/the-system Org-aligned multi-agent orchestration framework with roles, stages, human...	37	Emerging	4	HTML
18	prissy04/pm-agentic-workflows AI-powered GitHub workflow templates that automate weekly PM tasks — sprint...	36	Emerging	2	—
19	one710/recollect Recollect is a memory layer for AI agents that provides robust context...	34	Emerging	3	TypeScript
20	neo4j-field/ps-genai-agents The goal of this project is to provide a generalized agent architecture that...	33	Emerging	12	Jupyter Notebook
21	monocle2ai/examples Samples to demonstrate how Monocle works for agentic applications	33	Emerging	5	Python
22	skaiworldwide-oss/agensgraph-golang Go driver support for AgensGraph with github.com/lib/pq	31	Emerging	10	Go
23	mehmetozkaya/agents-on-enterprise Complete Enterprise Agentic AI Architectures with .NET, Build...	31	Emerging	8	C#
24	Metacreation-Lab/autolume Autolume is a no-coding generative AI system allowing artists to train,...	31	Emerging	3	Python
25	aiopsforce/mindforge MindForge is a Python library designed to provide sophisticated memory...	30	Emerging	4	Python
26	Turkish-AI-Community/hsd-agu-egitim HSD AGÜ From Model to Agent Mini Bootcamp Proje ve Eğitim Dokümanları	29	Experimental	34	Jupyter Notebook
27	CyniaAI/CyniaAgents A lightweight framework for running generative agents through a Streamlit interface.	29	Experimental	6	Python
28	scionoftech/funcroute Intelligent Function/Tool Routing using Fine-tuned FunctionGemma	29	Experimental	1	Python
29	holamexico/End-To-End-Agentic-AI-FastAPI-Docker-Project Discover the End-To-End-Agentic-AI-FastAPI-Docker-Project on GitHub – a...	28	Experimental	2	Python
30	Sema4AI/cookbook Inspiration and blueprints for AI Agents and Actions that define how...	28	Experimental	6	Python
31	it-at-m/zammad-ai GenAI-powered agent for Zammad	27	Experimental	12	Python
32	KAIHARA070/ai-agents-far-beyond 🤖 Explore advanced AI agents that excel in understanding multi-file...	27	Experimental	1	—
33	dr-jd-allen/axon AXON: Agentic eXecutive Oversight Network	27	Experimental	1	JavaScript
34	adam-h-ds/tinyagents A tiny, lightweight and unintrusive library for orchestrating agentic applications.	27	Experimental	4	Python
35	GURPREETKAURJETHRA/Griptape-Create-Customisable-Multi-AI-Agents Griptape: Create Customisable Multi AI Agents from Scratch	27	Experimental	3	Python
36	coa-dev/try-coagent CoAgent - Control software to log, test, and monitor generative ai...	27	Experimental	5	—
37	fredabila/oahl Open Agent Hardware Layer is an open-source framework for exposing real...	26	Experimental	5	TypeScript
38	skaiworldwide-oss/agensgraph-nodejs A NodeJS driver for AgensGraph Multi-Model Database	26	Experimental	13	JavaScript
39	devilsfave/dagpipe Zero-cost, crash-proof LLM pipeline orchestrator. Features disk-based...	25	Experimental	3	Python
40	StykMartin/openai-oci-gateway OpenAI-compatible API gateway for OCI Generative AI - run your OpenAI apps...	25	Experimental	3	Java
41	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...	25	Experimental	30	Rust
42	arunpshankar/Python-Design-Patterns-for-AI A repository showcasing Python design patterns specifically adapted for...	24	Experimental	18	Python
43	ai-agentswarm/agentswarm A Recursive, Functional, and Type-Safe Framework for Autonomous AI Agents.	24	Experimental	10	Python
44	oracle-samples/oci-genai-auth-java OCI GenAI Auth for Java — OCI request-signing library for OpenAI-compatible...	23	Experimental	1	Java
45	prometh-sh/prometh-cortex Prometh Cortex is a personal knowledge orchestration system that transforms...	23	Experimental	7	Python
46	FarmasiUSTB/AI-Agent-Guide 🧠 Explore AI agents with this comprehensive guide, covering core...	23	Experimental	1	—
47	johnbrodowski/Autonomous-General-Purpose-Agent AGPA is an advanced AI development assistant that combines code generation,...	23	Experimental	1	C#
48	cloudpedagogy/cloudpedagogy-ai-capability-framework CloudPedagogy AI Capability Framework (2026 Edition) – a values-based,...	23	Experimental	1	—
49	nervousapps/AutoChaos 🦹🏼‍♂️ AutoChaos, inject chaos automatically using a generative AI engineer.	23	Experimental	2	Python
50	is-leeroy-jenkins/Foo A Modular Python Framework for Retrieval-Augmented Pipelines and Agentic Workflows	23	Experimental	1	Python
51	ranajitdharpersonal/yes-ai-gitlab-edition An enterprise-grade, self-healing Multi-Agent AI Operating System. Features...	22	Experimental	—	Python
52	HirunaRash/Moltbook-nlp-orchestrator A serverless AI Intelligence Officer that monitors the Moltbook network 24/7...	22	Experimental	—	Python
53	aravikishan/GenAI-Orchestrator LLM workflow orchestration framework with multi-step chains, prompt...	22	Experimental	—	Python
54	dr-rompecabezas/toki-pona-ai AI-powered toki pona language learning app	22	Experimental	—	Python
55	ingo-stallknecht/enterprise-knowledge-agent An end-to-end, production-style Retrieval-Augmented Generation system over...	22	Experimental	—	Python
56	harvatechs/Ariv A production-ready, frugal, sovereign AI system that orchestrates India's...	22	Experimental	—	Python
57	gsharma0510/Advanced_AI_Learning Learning repository exploring agentic AI patterns including Router Chains,...	22	Experimental	—	Python
58	mayadigi/seeds Manage AI agent workflows with a git-native issue tracker that uses JSONL...	22	Experimental	—	TypeScript
59	llm-platform-security/ai-agent-permissions Towards Automating Data Access Permissions in AI Agents	22	Experimental	4	Python
60	theabhinavdas/Smriti human-like memory architecture for generative ai that grows and evolves with you	22	Experimental	—	Python
61	yrkhan022512/genai-friendly-architecture 🚀 Build adaptable AI systems with the GenAI-Friendly Architecture Pattern,...	22	Experimental	—	—
62	markoswire/remember-me.ai Enable AI to actively remember and recreate your digital presence for...	22	Experimental	—	HTML
63	ferndot/cauterize Stop the bleed. Cauterize hot patches runtime wounds.	22	Experimental	—	Python
64	stell2026/Anima-v6 A computational approach to the 'Hard Problem' of consciousness: modeling...	22	Experimental	—	Python
65	mikewild-wcl/ai-experiments GenAI prototypes for Microsoft Agent Framework and Semantic Kernel: chat...	21	Experimental	2	C#
66	shah-zeb-naveed/multi-agent-llm-applications Notebooks for the Built Multi-Agent Applications with AutoGen Course	21	Experimental	8	Jupyter Notebook
67	genieincodebottle/multi-agents-app-on-aws Work in progress. You'll see it here soon	21	Experimental	6	—
68	Br0ce/opera A Tool-Discovering Agent Framework	20	Experimental	1	Go
69	renatosviana/agentic-kafka-reference-architecture Production-style reference architecture for event-driven systems where Kafka...	20	Experimental	1	Java
70	eddlev/binling Deterministic Agent Control via Geometric Latent Space. An LLM-driven...	20	Experimental	1	Rust
71	emmanuel-adu/ai-pipeline-orchestrator Production-ready orchestration framework for AI applications featuring...	20	Experimental	1	TypeScript
72	josephsenior/Metasop Blueprinta is a high-fidelity, multi-agent orchestration platform designed...	20	Experimental	1	TypeScript
73	Eternity-LLM/Eternity-V1 STILL DEVELOPING, DON' T COME HERE	20	Experimental	1	Python
74	Kit4Some/Sapiens_Ontology Open-source AI agents for ontology	20	Experimental	10	Python
75	bayeslabs/maslibpy MASLibPy : Lightweight library for multi-agent systems with LLM integration...	20	Experimental	6	Python
76	svilupp/textagents Define LLM agents in plain text files. Let agents write better agents.	20	Experimental	1	Python
77	MatthewDavisAIArchitect/enterprise-ai-architecture-portfolio Enterprise AI Architect building reflexive, semantic, and adaptive systems...	20	Experimental	1	—
78	HM-Li/neo-agent-core A provider-agnostic agentic framework for creating LLM applications.	20	Experimental	1	Python
79	yashdesai023/agentic-ai-workflow A Production-Ready Multi-Agent System that reads emails, extracts tasks,...	19	Experimental	—	JavaScript
80	eggai-tech/eggai-demo Demo application showcasing EggAI multi-agent system capabilities	19	Experimental	—	Jupyter Notebook
81	Millennial-Labs/Agent-Cloud-Services Cloud Agentic Services is an easy and elastic infrastructure powering next...	19	Experimental	—	TypeScript
82	LokaHQ/agentic-patterns-101 Agentic Patterns 101 with Loka & Strands-Agents (AWS)	19	Experimental	6	Python
83	shib1111111/QueryCortex QueryCortex is a production-grade agentic AI orchestration platform designed...	19	Experimental	—	Python
84	devXjitin/autourgos-llmagentkit Autourgos LLM AgentKit is a framework for building LLM-powered AI agents...	19	Experimental	—	Python
85	carmelolg/generative-ai-agent-example Generative AI Agent Example repo showcases practical implementations and...	19	Experimental	—	Python
86	preethamgowda-code/Sovereign-AI Local-first autonomous kernel for enterprise supply-chain and energy audit....	19	Experimental	—	Python
87	cloudpedagogy/cloudpedagogy-ai-capability-dashboard Exploratory, browser-based AI capability tool for sense-making, reflection,...	19	Experimental	—	TypeScript
88	bachasachin0/Genai_Agentic_HR_asssitant The GenAI Agentic HR Assistant is an AI-powered agentic application designed...	18	Experimental	4	Jupyter Notebook
89	skaiworldwide-oss/AgensGraphViewer AgensGraph database visualisation tool	18	Experimental	3	JavaScript
90	MahendhiranK/AIPA.Framework.Starter NET implementation of the AI-Powered Agent Framework for API C4E Augmentation	18	Experimental	3	C#
91	lpalbou/medium Contains code used for supporting evidences of medium articles	18	Experimental	5	Python
92	DaragonTech/Triarch Open-source experimental hybrid human–AI board. Make decisions with machines	18	Experimental	3	Python
93	cchalm/blundering-savant An AI coding agent as a GitHub user	17	Experimental	2	Go
94	kirbah/ai-architecture-blueprints A collection of practical design patterns and blueprints for building safe,...	17	Experimental	2	—
95	maree217/three-layer-ai-framework Production-ready enterprise AI framework with three-layer architecture: UX...	17	Experimental	2	Python
96	vedanta/rasa Persona-Driven, Memory-Integrated AI Framework for Next-Gen AI Agents	17	Experimental	2	Python
97	Dpdl-io/DpdlEngine Dpdl (Dynamic Packet Definition Language) is a rapid development Programming...	17	Experimental	4	C
98	Hugues-DTANKOUO/genai-friendly-architecture Architecture pattern for building AI-ready systems without framework...	17	Experimental	2	—
99	Kortecx/kortecx Executable intelligence library	16	Experimental	1	Python
100	FACTHORYAI/engineering-principles Our guidelines for building large-scale data-heavy applications	16	Experimental	1	—
101	sharabhshukla/agno-azure-agent-operations-research An agentic AI approach for operations research	16	Experimental	1	Python
102	Sunil56224972/Dexter-Agentic-Ai Dexter Agentic AI is an intelligent terminal agent that observes, analyzes,...	16	Experimental	2	JavaScript
103	SanaAdeelKhan/EthicPay-AI EthicPay-AI - Autonomous Ethical Payment Agent on Arc (USDC)	15	Experimental	—	JavaScript
104	bio-aeon/agentic-ai-playground An agentic AI playground for hands-on exploring of different agent patterns...	15	Experimental	—	—
105	coolhead/agent-zero Agentic AI Ops Co-Pilot built with OpenAI + Chroma + FastAPI + Streamlit....	15	Experimental	—	Python
106	gabrillasabadini/smartflood.ai SmartFlood AI is a hands-on educational project designed to demonstrate how...	15	Experimental	—	Python
107	Ruthvik-1411/memsrv A simple, self-hosted memory service boilerplate for LLMs and agent frameworks.	15	Experimental	—	Python
108	Phani3108/Enterprise-GenAI-Console A Google-Labs-style AI strategy console that orchestrates 5 specialized...	15	Experimental	1	TypeScript
109	Anshul619/AI-ML-design-services A curated collection of design patterns, reference architectures, and...	15	Experimental	1	—
110	Shalev-Lifshitz/MultiAgentVerification Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers	15	Experimental	28	Python
111	evandiewald/aegis Using LLM Agents to solve Github Issues	14	Experimental	9	Jupyter Notebook
112	rodrigowf/agentic AutoGen Agents Creation and Testing - VibeCoded by a real developer to...	14	Experimental	3	Python
113	a-pt/GenAI-LLM-AIAgents 🛠️ Build and deploy intelligent AI Agents locally. Explore LLM embeddings,...	14	Experimental	—	Python
114	balapraharsha/Capability-Gap-AI Capability Gap AI – An adaptive AI platform that analyzes student...	14	Experimental	—	TypeScript
115	Manav-Khandurie/agents A monorepo to store all my future AI agents,	14	Experimental	—	Python
116	HandMatt/aiagent Build an AI Agent using Python \| Boot.dev	14	Experimental	—	Python
117	zeincounting/agent-vault Protect sensitive data by masking secrets in files, preventing AI agents...	14	Experimental	—	—
118	gauravkukal/sensei-agentic-inference-orchestrator A conceptual framework for a high-scale Agentic AI orchestrator, inspired by...	14	Experimental	—	—
119	Aditya452255/AgentForge-Autogen An Agentic AI system where a Creator Agent dynamically generates, registers,...	14	Experimental	—	Python
120	jasperan/orahermes-agent Oracle AI Agent Harness — fork of NousResearch/hermes-agent powered by OCI...	14	Experimental	—	Python
121	AshritWajjala/Project-AVA Stateful personal AI assistant powered by LangGraph, GPT-OSS 20B, and...	14	Experimental	—	Python
122	GreyCatCoding/Flightbooking_Application A simple tutorial of python and GenAi using VsCode. Lastly a flight booking...	14	Experimental	—	Python
123	torshind/llamantin AI agents for humans	13	Experimental	5	Python
124	vidhra/saturn Saturn is an AI agent that lets you orchestrate digital infrastructure.	13	Experimental	2	Python
125	chakalito/recursive-context-agent Recurrsive Context Agent	13	Experimental	2	Python
126	vladikr/kvagent Experimental AI Assistant for KubeVirt	13	Experimental	2	Python
127	SamTheTechi/Kayori Kayori, a genAI personal agentic assistant	12	Experimental	—	Python
128	SubhamIO/Agentic-AI-design-patterns about reflective, tool calling, multi agent design patterns in agentic ai	12	Experimental	1	—
129	SubhamIO/multi-agent-ai-system-for-hotel-reservations build multi agent ai system for hotel reservations. learn about different...	12	Experimental	1	Jupyter Notebook
130	Pro-GenAI/UpdAgent AI Agent Version Control Framework for Real-Time Updation of Tools	12	Experimental	3	Jupyter Notebook
131	ojasaklechat41/oju Predefined Agents which can be used just by calling one function	12	Experimental	1	Python
132	Rounak00/Python-Practice-Selfstudy This is for learning Python, OOPS in Python, Fast API, and AI	12	Experimental	1	Python
133	shivampatra2027/Gen-Ai Learning Agentic Ai	12	Experimental	1	Python
134	muhammad-fiaz/OpenAgents OpenAgents is an open-source framework that lets you create multiple...	12	Experimental	1	—
135	hemanth8705/FlowbitAI 🤖 A multi-agent AI pipeline for intelligent file processing, routing, and...	12	Experimental	1	Jupyter Notebook
136	AttoAgents/agent-landscape Landscape of AI agents, software using agents and companies that develop...	12	Experimental	1	JavaScript
137	Krixna-Kant/AgentifyX Middleware engine for transforming conventional solutions into Agentic AI...	12	Experimental	1	Python
138	himudigonda/agentum-framework A Python-native framework for building, orchestrating, and observing...	12	Experimental	1	Python
139	mounteverset/generalist_bt_gen LLM-driven BT execution and context gathering for high-level decision making	12	Experimental	1	Python
140	matthewholliday/chainplate An AI framework for rapid workflow, chat, and agent development using a...	12	Experimental	1	Python
141	AreebaxIrfan/Q_4_Learning Practical Q4 learning repo exploring Agentic AI SDK with Python — covering...	12	Experimental	1	Python
142	mariusmiclau/telecom-genai-platform GenAI integration platform for telecom automation: RAG pipelines, agentic...	11	Experimental	—	Python
143	SagarMaddela/Multi-Format-Autonomous-AI-System This is a multi-agent system that processes inputs from Email, JSON, and...	11	Experimental	—	Python
144	Jslxh/multi-agent-ai-core Standalone Multi-Agent AI Core Engine	11	Experimental	—	Python
145	sumit9000/BTN-Agentic-AI-Automation-System- This agentic AI system automates Beverage Trade Network's global sales and...	11	Experimental	—	Jupyter Notebook
146	gabrielspires/AI-Agents Development of AI Agents	11	Experimental	—	Jupyter Notebook
147	jayinatlanta/beachdAI World’s first open-source, multi-agent autonomy framework across platforms...	11	Experimental	—	TypeScript
148	Fatma-Nur-Azman/Enterprise-AI-Agent-Orchestrator Production-grade Multi-Agent System architecture. Features BigQuery...	11	Experimental	—	—
149	Aafimalek/learning repo/logbook of what I am learning so that I can reference this in the future	11	Experimental	—	Jupyter Notebook
150	AnuragVikramSingh/multi-agent-registry-kit The Registry Pattern for AI Agents: Build, Connect, and Route Multi-Agent...	11	Experimental	—	Python
151	bgreenwell/OctoAgent A simple, experimental multi-agent AI system, built with Python, that...	11	Experimental	—	Python
152	BABAR-TAHSEEN55/GenAI This contains all my learnings related to GenAI & Agentic AI	11	Experimental	—	Python
153	tractorjuice/ChatWardleyImage Create an automated Strategy report about your Wardley Map image	11	Experimental	—	Python
154	shailichauhan0/AI-ops-Assistant Multi-agent GenAI system using Planner–Executor–Verifier architecture with...	11	Experimental	—	Python
155	TheFlamingBadger/agentic-research A proof of concept and research inquiry into the state and usefulness of...	11	Experimental	—	Python
156	sthudium25/SurvivorWorld An implementation of a cognitive architecture, built on top of GPT-4,...	11	Experimental	2	Python
157	spellcast-gmbh/spellcast Spellcast Agentic - Company Agents	11	Experimental	—	TypeScript
158	Abhay-0103/Gen-AI-And-Agentic-AI Learning GenAI And Agentic-AI	11	Experimental	—	Python
159	MeghvShetty/rag-vertexai-gcp DEMO using griptape package to build an agent to interact with model garden...	11	Experimental	—	Python
160	sushil79g/command_to_browse Instruct Browser and evaluate steps with LLM	11	Experimental	—	Python
161	wesleyscholl/autonomo The Living App 🤖 📈 An autonomous, self-evolving Node.js application powered...	10	Experimental	3	JavaScript
162	m0r6aN/Manus-Killswitch A self-orchestrating, collaborative, multi-agent AI framework.	10	Experimental	1	Python
163	Nitin-Sagar-B/RaTiO-CoRE A modular multi-model AI framework demonstrating advanced techniques in...	10	Experimental	1	Python
164	rvats20/UM-Game-Playing-Strength-of-MCTS MCTS is a widely used search algorithm for developing agents that can play...	10	Experimental	1	Jupyter Notebook
165	pyrotank41/Ava-Mosaic-AI A light weight library that extends instrictor lib for llm based task	10	Experimental	1	Python