Multi-Agent Orchestration RAG Tools

Frameworks and platforms for building, coordinating, and managing multiple AI agents working together with shared resources, workflows, and monitoring. Does NOT include single-agent systems, general RAG implementations, or workflow automation without agent coordination.

There are 106 multi-agent orchestration tools tracked. 3 score above 70 (verified tier). The highest-rated is dynamiq-ai/dynamiq at 75/100 with 1,035 stars. 5 of the top 10 are actively maintained.

Get all 106 projects as JSON

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

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

#	Tool	Score	Tier	Stars	Language
1	dynamiq-ai/dynamiq Dynamiq is an orchestration framework for agentic AI and LLM applications	75	Verified	1,035	Python
2	eosphoros-ai/DB-GPT AI Native Data App Development framework with AWEL(Agentic Workflow...	74	Verified	18,253	Python
3	BidingCC/BuildingAI AI时代的WordPress，东半球首个积木式AI应用搭建系统，人人都可免费搭建自己的AI应用系统，例如企业智能体系统、AI漫剧系统、AI论文学术系统、AI客服系统...	71	Verified	1,384	TypeScript
4	dataelement/bisheng BISHENG is an open LLM devops platform for next generation Enterprise AI...	66	Established	11,189	TypeScript
5	potpie-ai/potpie Spec-driven development for large codebases	63	Established	5,280	Python
6	video-db/Director AI video agents framework for next-gen video interactions and workflows.	59	Established	1,313	Python
7	GeneralBots/botserver Complete open-source AI collaboration suite and multi-agent platform...	56	Established	75	Rust
8	duaraghav8/dockershrink AI Assistant that reduces the size of your application's Docker Image	55	Established	417	Go
9	codefuse-ai/CodeFuse-muAgent An Innovative Agent Framework Driven by KG Engine	53	Established	775	Python
10	mloda-ai/mloda mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable....	52	Established	31	Python
11	liyupi/ai-guide 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini /...	51	Established	9,577	JavaScript
12	fim-ai/fim-one LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution	49	Emerging	116	Python
13	datawhalechina/self-dify 本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开始，到本地部署Dify并自定义AI助手功能，让你轻松实现“猜病例”、“...	48	Emerging	362	—
14	syrin-labs/syrin-python Developer-first Python framework for AI agents with built-in budget control,...	47	Emerging	26	Python
15	kubeagi/arcadia A diverse, simple, and secure all-in-one LLMOps platform	45	Emerging	109	Go
16	samugit83/AutoCodeAgent2.0 AutoCodeAgent - An innovative AI agent powered by IntelliChain, Deep Search,...	45	Emerging	43	Python
17	TaskingAI/TaskingAI The open source platform for AI-native application development.	44	Emerging	5,367	Python
18	vs4vijay/AI-Playground All-in-One AI Playground for LLM, Chat, RAG, Agents, etc.	44	Emerging	5	Python
19	jackvandervall/agentic-archive A collection of 2025 agentic workflows built in n8n. Showcases manual...	43	Emerging	80	—
20	Cloud-Code-AI/kaizen Automate the tedious development tasks with AI	43	Emerging	302	Python
21	czelabueno/jai-workflow Build programmatically custom agentic workflows, AI Agents, RAG systems for java	43	Emerging	158	Java
22	monaccode/astromesh Multi-model AI agent runtime. Define agents in YAML, connect 6 LLM...	41	Emerging	22	Python
23	ortus-boxlang/bx-ai BoxLang AI is a fluent and human way to build AI Agents, Workflows and more	41	Emerging	11	Java
24	mrveiss/AutoBot-AI AI-powered multi-agent automation platform with RAG, multi-modal processing,...	41	Emerging	1	Python
25	orka-ai/orkajs TypeScript framework for building production-ready LLM systems. RAG, agents,...	40	Emerging	1	TypeScript
26	peberanek/ai-sandbox Open source platform for flexible centralized access to generative AI	39	Emerging	1	—
27	definableai/definable.ai Agent Framework that just works out of the box ⭐	39	Emerging	20	Python
28	ContextualAI/oryx Oryx — Integrate your application with Contextual AI agents seamlessly, from...	38	Emerging	4	TypeScript
29	raym33/r Local AI Agent Runtime	38	Emerging	13	Python
30	botAGI/AGmind Production-ready AI stack in one command — Dify + Open WebUI + vLLM + monitoring	38	Emerging	2	Shell
31	IceWhaleTech/ToolFS 🗂 ToolFS: A FUSE virtual filesystem for AI Agents, integrating memory, RAG &...	37	Emerging	5	Go
32	DREAMVFIAUNION/dreamaxis Local-first open-source agent execution platform with CLI runtime, Browser...	37	Emerging	3	Python
33	dieharders/obrew-studio-server Obrew Server: A self-hostable machine learning engine. Build agents and...	37	Emerging	16	Python
34	martinimarcello00/SRE-agent Autonomous agent for Kubernetes incident detection, diagnosis, and...	35	Emerging	9	Jupyter Notebook
35	christopherkarani/Hive ፨ Deterministic, Swift‑native graph runtime for agent workflows.	32	Emerging	16	Swift
36	mloda-ai/mloda-registry Registry of official plugins for mloda.ai	32	Emerging	1	Python
37	taskforce-aiagent/taskforce-aiagent TaskForce is a modular, open-source, production-ready TypeScript agent...	31	Emerging	4	TypeScript
38	team-virgo/yugent Simple & Modular Agentic runtime for your LLM needs.	31	Emerging	1	TypeScript
39	UnicornXOS/Chonost-manifest-os Chonost Manuscript OS...	31	Emerging	2	Python
40	MasihMoafi/A-Modular-Kingdom Production-ready AI infrastructure: RAG with smart reindexing, persistent...	31	Emerging	28	Python
41	danielrosehill/Awesome-AI-Agents-And-Assistants An ecosystem map of the AI agent and assistant building landscape in Feb 2025	30	Emerging	11	JavaScript
42	mvrzan/salesforce-data-cloud-unstructured-harmonization Demo application showcasing Salesforce Data Cloud's unstructured data...	29	Experimental	2	TypeScript
43	Eckhardt-D/nuxt-genie Experiments with LLMs, RAG and Agents to generate Nuxt code from the CLI.	28	Experimental	10	TypeScript
44	ITSpecialist111/HASS-AI-Orchestrator An autonomous multi-agent orchestration system for Home Assistant. Features...	28	Experimental	47	Python
45	DryadeAI/Dryade Self-hosted AI orchestration platform. Connect any LLM, orchestrate agents,...	27	Experimental	3	Python
46	danieljhkim/local-agent An experimental, local-first AI agent runtime built to explore safety-first...	26	Experimental	3	Python
47	mmTheBest/AI-Agents-for-Production A live, evolving collection of open-source AI agents and real examples...	26	Experimental	4	TypeScript
48	novaair026-dev/qmt-trade-mcp 对话即交易 · AI量化投研引擎，基于QMT接口与大语言模型MCP协议构建的新一代A股智能投研平台。将自然语言对话深度融入量化交易全流程 ...	25	Experimental	4	Python
49	Epsilon617/ToolScout Execution-aware tool routing for LLM agents.	25	Experimental	1	Python
50	OmShah74/Agflow-AgenticAI The open-source visual platform for building production-grade AI Agents, RAG...	24	Experimental	1	TypeScript
51	clay-good/agent-replay agent-replay is a 100% local, SQLite-powered CLI tool for time-travel...	23	Experimental	2	TypeScript
52	sayomiyori/AgentHub AI platform with RAG (pgvector), AI agents (function calling), MCP server,...	23	Experimental	1	Python
53	BigStartByXuyb/open_llm-orchestration Self-hostable multi-tenant LLM orchestration engine — 6-layer architecture,...	23	Experimental	1	—
54	OSInsight/weekly Web 技术周刊，每周一发布。前沿技术、社区资讯，一网打尽。	23	Experimental	12	—
55	shyamsridhar123/oneshot Multi-agent AI platform built with Microsoft Agent Framework on Azure AI...	23	Experimental	2	Python
56	Precise-Goals/evolvex Evolvex is an AI-powered multi-agent system that automates software...	22	Experimental	1	Python
57	pragmatiks/pragma-providers Resource providers for pragma-os. Manage cloud infrastructure, AI agents,...	22	Experimental	—	Python
58	Kisai-DG-SLU/SophIA Official website of the SOPHIA project — Sovereign Orchestrator Platform for...	22	Experimental	—	HTML
59	Kisai-DG-SLU/sophia-platform SOPHIA — Sovereign Orchestrator Platform for Holistic Intelligence Architecture.	22	Experimental	—	Dockerfile
60	8Dionysus/ATM10-Agent Local-first ATM10 companion for Windows 11: vision, RAG/KAG memory, dry-run...	22	Experimental	—	Python
61	hidemi-k/maf-ebpf-sase Autonomous network security and operations framework — eBPF/XDP enforcement,...	22	Experimental	—	Jupyter Notebook
62	MukundaKatta/parvati Parvati — Agentic Workflow Platform. Production-ready agentic workflow platform	22	Experimental	—	HTML
63	pyotrwoodsy93/agentic-flow Manage multi-agent workflows by defining tasks, matching agent capabilities,...	22	Experimental	—	Python
64	salesforce-misc/DataCloudAndAgentForceForAutomotive A E2E Sample App showcasing how Data Cloud powers Agentforce for the...	22	Experimental	1	JavaScript
65	ilyastas/katalog-ai Description: AI-ready catalog, machine-readable business directory, JSON dataset	22	Experimental	1	HTML
66	KyriakosJiannis/modular-ai-data-platform Modular AI & Data Platform \| Local-first infrastructure for RAG, MLOps, and...	22	Experimental	—	PowerShell
67	jettjia/x-ai 从零开始构建您的AI模型应用	22	Experimental	6	Go
68	decimozs/haribon An autonomous BetterGov.ph agent that automates data gathering and delivers...	21	Experimental	2	TypeScript
69	stefanasandei/orion Orion is an open-source AI native self-learning platform. Write your...	21	Experimental	3	Svelte
70	madkoding/neuro-agent AI programming assistant with dual-model orchestration (fast/heavy),...	21	Experimental	—	Rust
71	FerrosLosBerro/AntennaSim Simulate antenna designs instantly in your browser using NEC2-powered,...	21	Experimental	—	TypeScript
72	vivien-jourde/sibyl Orchestration layer for LLM workflows: workspaces, MCPs, pipelines, reusable...	21	Experimental	2	Python
73	zocomputer/substrate-typescript Substrate TypeScript SDK	21	Experimental	10	TypeScript
74	luochang212/agent-project Agent 早期探索：智能路由、任务拆解和链路工程	21	Experimental	10	Jupyter Notebook
75	mulkatz/mycel AI-powered Universal Knowledge Engine — captures unstructured knowledge...	21	Experimental	—	TypeScript
76	papadanku/ShaderCells Resource files for AI agents.	21	Experimental	—	—
77	eaopen/eap-ai-suit 企业AI开源应用套装(LLM + Dify/n8n + MCP Server + OAuth2)	19	Experimental	2	—
78	xgqfrms/WebGPU https://webgpu.777737777.xyz	18	Experimental	1	—
79	fmind/agentoc A rapid deployment template for building RAG-powered applications using...	18	Experimental	1	JavaScript
80	krishnan188/eliza # elizaA Rust implementation of common encryption and decryption algorithms,...	18	Experimental	1	—
81	SystemTopologyManifest/system-topology-manifest System Topology Manifest (STM) defines a graph-structured metadata standard...	18	Experimental	1	—
82	Ellioben/API-difycall API-difycall 是一个轻量级的 Python 项目，用于简化与 Dify API 的交互。Dify 是一个强大的 AI...	17	Experimental	4	Python
83	JITHENTHIRIYA/ai-agent-orchestration-platform Multi-agent AI orchestration platform with RAG pipelines, MCP, AWS Lambda,...	14	Experimental	—	Python
84	swamigawai/NexFlow-AI-Framework An Enterprise AI Framework built with Python and LangGraph that uses local...	14	Experimental	1	Python
85	MastaBlasta867/ml-polyglot-ai-orchestrator NeuroWeave: A distributed, multi-language AI engine built with Go, Rust,...	14	Experimental	—	—
86	SerjCallier/klier-ai-core AI-First Architectures, RAG Pipelines, and B2B Automation Engines \|...	14	Experimental	—	JavaScript
87	Orderosteoglossiformeslineitem518/augment-open-gateway Provide a high-performance API gateway with token management, load...	14	Experimental	—	Go
88	Wadsworthshabbygenteel186/SaaS-AgenticWorkflow Automate SaaS service design and development with AI agents running...	14	Experimental	—	—
89	HeyZhuang/LLMOps-Platform 认知栈 CogniStack - 企业级 AI 智能体全栈平台 \| 可视化工作流 \| 多模型 \| RAG 知识库 \| 多租户 \| 支持...	14	Experimental	4	Python
90	pertrai1/ai-projects AI and machine learning project demonstrations	14	Experimental	1	TypeScript
91	ozgurozbekuk/Agent-control-hooks Hook-based control plane for AI agents and LLM execution	13	Experimental	—	JavaScript
92	ExploitEngineer/graphmind-agent An autonomous agent built with Node.js, TypeScript, and LangGraph. Supports...	13	Experimental	—	TypeScript
93	Kimosabey/edge-matrix Private, Local AI Inference Engine utilizing WebGPU and WASM for zero-cost...	13	Experimental	—	—
94	hanmo65/ToolFS 🗂 Transform AI tool integration with ToolFS, a virtual filesystem that...	13	Experimental	—	—
95	kalpthakkar/Agentic-AI-Workflows Agentic-AI-Workflows is a curated library of modular agentic pipelines...	13	Experimental	2	—
96	AbdulrhmanGoni/mecha_agent_client This is the client side of Mecha Agent App, Which is a RAG Application to...	13	Experimental	—	Svelte
97	lavanyashukla/ai-starter-templates Production-ready AI starter templates — agents, SDR outbound, RAG, evals, RLHF.	13	Experimental	—	—
98	alderoth01/Functional-Equivalence-Framework A framework for aligning Local AI to human well-being using measurable...	13	Experimental	—	—
99	katara-ai-inc/.github Backend for AI agents. Zero infra. RAG, Data Ingestion Pipeline, Compliance,...	13	Experimental	—	—
100	AI-Code-Generator/AICodeGeneratorExtension Velox AI is a powerful VS Code Extension that provides Agentic and RAG...	13	Experimental	—	TypeScript
101	nAgents/nagentjs nAgents.js – A modular Node.js framework for building AI agents with...	12	Experimental	1	JavaScript
102	dineshtripathi/documind-engineering Hybrid AI orchestration stack combining local LLMs (Ollama), vector search...	11	Experimental	2	Python
103	OpenSymbolicAI/examples-ts OpenSymbolicAI TypeScript examples - RAG Agent, Date Agent, Unit Converter	11	Experimental	—	—
104	yungtweek/talkie AI AGENT STARTER KIT FOR DUMMIES	10	Experimental	1	TypeScript
105	markCwatson/autocortext A past business venture... the AutoCortext web app: a RAG AI tool for manufacturers	10	Experimental	2	TypeScript
106	Onyx-AI-Studio/morpher Dynamic agent that can modify the plan of execution on the fly.	10	Experimental	2	Python

Comparisons in this category

dynamiq and fim-one (75 vs 49)