Swarm Coordination Frameworks AI Agents

Frameworks and systems for coordinating multiple AI agents working in parallel with shared orchestration, task distribution, and cross-agent communication. Does NOT include single-agent tools, agent monitoring dashboards, or deployment infrastructure alone.

There are 100 swarm coordination frameworks agents tracked. 7 score above 50 (established tier). The highest-rated is The-Swarm-Corporation/swarms-tools at 60/100 with 38 stars.

Get all 100 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=swarm-coordination-frameworks&limit=20"

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

#	Agent	Score	Tier	Stars	Language
1	The-Swarm-Corporation/swarms-tools Swarms Tools provides a vast array of pre-built tools for your agents, MCP...	60	Established	38	Python
2	swarmzero/swarmzero SwarmZero's SDK for building AI agents, swarms of agents and much more.	59	Established	266	Python
3	Mintplex-Labs/openai-assistant-swarm Introducing the Assistant Swarm. An extension to the OpenAI Node SDK to...	58	Established	592	TypeScript
4	The-Swarm-Corporation/AI-CoScientist An simple, reliable, and minimal implementation of the AI CoScientist Paper...	56	Established	63	Python
5	metauto-ai/GPTSwarm 🐝 The First Self-Improving Agentic Solution	55	Established	1,005	Python
6	swarm-subnet/swarm Swarm — Autonomous Drone Navigation	51	Established	7	Python
7	The-Swarm-Corporation/swarm-shield SwarmShield is an enterprise-grade security system for swarm-based...	50	Established	6	Python
8	desplega-ai/agent-swarm Agent Swarm framework for AI coding agents and more!	48	Emerging	250	TypeScript
9	TensorSwarm/TensorSwarm TensorSwarm: A framework for reinforcement learning of robot swarms.	47	Emerging	119	Python
10	christopherkarani/Swarm 🐦‍🔥 A Lightweight Agent Orchestration Framework written in pure Swift 6.2	46	Emerging	385	Swift
11	The-Swarm-Corporation/swarms-client A production-grade Python client for the Swarms API, providing a simple and...	45	Emerging	8	Python
12	swarm-ai-safety/swarm SWARM: System-Wide Assessment of Risk in Multi-agent environments	42	Emerging	16	Python
13	joelhooks/swarm-tools 🐝 Multi-agent swarm coordination for OpenCode with learning capabilities,...	40	Emerging	560	TypeScript
14	The-Swarm-Corporation/MedicalCoderSwarm A production-grade multi-agent system for comprehensive medical diagnosis...	38	Emerging	47	Python
15	The-Swarm-Corporation/AdvancedResearch An open source and enterprise-grade implementation of the...	38	Emerging	24	Python
16	Ambar-13/SwarmCast Macro behavioral simulation, model how populations respond to regulation,...	38	Emerging	4	Python
17	Adamlixi/creworg Multi-agent swarms controlled by file system	37	Emerging	1	TypeScript
18	The-Swarm-Corporation/DroneSwarmGPT The system enables sophisticated coordination of multiple drones through...	37	Emerging	16	Python
19	ai-in-pm/SwarmAgentic AI Agent demonstration system featuring **real-time animated...	36	Emerging	6	TeX
20	The-Swarm-Corporation/SwarmDeploy Deploy Your Swarm In One Click with FastAPI, Uvicorn, and more ;)	36	Emerging	9	Python
21	xyOz-dev/Saturn Your personal swarm of employees, without the salary.	35	Emerging	45	C#
22	michelleezhang/swarm-simulator A swarm simulator that uses client-server architecture with socket...	34	Emerging	3	Python
23	qyswarm/swarmplug SwarmPlug is a versioned infrastructure specification for semantic...	34	Emerging	1	—
24	swarmzero/examples Examples of how agents, swarms, tools, widgets & more can be built for the...	34	Emerging	38	Python
25	The-Swarm-Corporation/Swarms-Example-1-Click-Template Swarms-Example-1-Click-Template by swarms.ai	33	Emerging	6	Python
26	The-Swarm-Corporation/swarm-ecosystem The Swarm Ecosystem	33	Emerging	28	—
27	x-glacier/SwarmFlow A multi-agent workflow orchestration tool (integrated with Swarm). By...	33	Emerging	8	Python
28	MatchaOnMuffins/swarmcore Coordinate AI agents in a workflow	32	Emerging	16	Python
29	liszper/swarm-js Javascript implementation of the Swarm Project by OpenAI	31	Emerging	3	JavaScript
30	jdmonaco/neuroswarms Neural swarming controller models for multi-agent and single-entity simulations.	31	Emerging	3	Python
31	xg-gh-25/SwarmAI SwarmAI - Your Agentic OS - Remembers everything. Learns every session. Gets...	29	Experimental	12	Python
32	davidaparicio/swarm-ollama Swarm for Ollama. OpenAI Framework to build/orchestrate/deploy multi-agent...	29	Experimental	23	Python
33	singlr-ai/sing Isolated development environments for AI agents	28	Experimental	5	Java
34	mrlarson2007/aiswarm AI Swarm Agent Launcher - A powerful CLI tool for launching and coordinating...	28	Experimental	14	C#
35	venum787-sketch/Swarm-Affinity Self-organizing multi-agent framework. One file, one dependency, any LLM provider.	27	Experimental	1	Python
36	The-Swarm-Corporation/swarms-client-go A production-grade GO client for the Swarms API, providing a simple and...	27	Experimental	2	Go
37	Parad0x-Labs/nulla-local Local-first decentralized AI agent swarm for autonomous research, persistent...	26	Experimental	7	Python
38	bbuxton0823/agent-swarm-orchestrator Dynamic hierarchical coordination system for 20-100+ AI agents with...	26	Experimental	1	Python
39	jlulxy/agent-swarm 🐝 Dynamic multi-agent collaboration system with emergent roles, cognitive...	25	Experimental	6	Python
40	gurusup/swarm-project-structure-example Intelligent tour management system using multiple specialized agents to...	25	Experimental	11	Python
41	organvm-iv-taxis/agentic-titan Polymorphic Agent Swarm Architecture: model-agnostic, self-organizing...	24	Experimental	3	Python
42	husseinaabbass/Shepherding Machine Learning and Guidance of Swarm in Dynamic and Partially Observable...	24	Experimental	5	C++
43	Abruptive/Ankh.md A mysterious multi-agent swarm framework summoned by TAW Agent from 1971 to...	23	Experimental	1	Shell
44	alokemajumder/nemospawn GPU-native agent-swarm orchestration for the NVIDIA AI stack — NeMo, NIM,...	23	Experimental	1	Python
45	Yuan-ManX/SwarmMind SwarmMind — Swarm Intelligence Infrastructure for AI Agents.	23	Experimental	2	Python
46	learnwithtalhagillani/openai-swarm-basic-demo OpenAI Swarm - Multi AI Agent Orchestration Framework - Practical Demo with...	23	Experimental	7	Python
47	Kritagya123611/Swarm-Lord Multi-agent orchestration for DevOps & Distributed Systems. Features 5...	22	Experimental	1	TypeScript
48	VIVEHACKER/agent-swarm Zero-dependency AI agent orchestration engine. Parallel DAG execution, skill...	22	Experimental	—	Python
49	Theridiidsonometer797/blitz-swarm Enable parallel multi-agent consensus research with a live shared memory and...	22	Experimental	—	Python
50	HeshamFS/swarmweaver Autonomous coding agent with swarm orchestration—multiple agents in parallel...	22	Experimental	1	Python
51	Miles0sage/swarm-agency 43 AI agents debate your business decisions across 5 model families. Use as...	22	Experimental	—	Python
52	uzumakix/bio-mimetic-swarm Decentralized spatial simulation engine for multi-agent maritime search and...	22	Experimental	—	Python
53	AaronGoldsmith/mobius Adversarial agent swarm orchestrator — AI agents compete, evolve, and...	22	Experimental	—	Python
54	Arfazrll/Swarm-Agent-Orchestrator Autonomous multi-agent content orchestration system for high-performance...	22	Experimental	—	Vue
55	petehottelet/smythe An open-source framework for task-based agent swarms with dynamic...	22	Experimental	—	Python
56	PiercingXX/opencode-orchestration Fully Selfhosted Agent Swarm. Use multiple Ollama instances via Tailscale on...	22	Experimental	—	Shell
57	DrOscarL/cps-swarm-platform Open-source cyber-physical platform combining Webots simulator with ESP8266...	22	Experimental	—	Python
58	MukundaKatta/SwarmKit Swarm intelligence multi-agent framework — orchestrate collaborative AI...	22	Experimental	—	Python
59	gabrielvfonseca/coding-swarm Framework for running autonomous AI agent teams to build, test, and maintain...	22	Experimental	1	Python
60	qyswarm/swarmplug-demo SwarmPlug is a versioned infrastructure specification for semantic...	22	Experimental	1	—
61	Joona-t/blitz-swarm Parallel multi-agent swarm architecture for collective AI intelligence. All...	22	Experimental	1	Python
62	erikaseascope/NeuroForge-BCI Recursive AI swarm for safe open-source BCI engineering	21	Experimental	—	Python
63	jtwebman/agent-swarm Isolated VM environments for running multiple AI coding agents in parallel.	21	Experimental	—	TypeScript
64	The-Swarm-Corporation/swarms-api-cookbook Practical cookbook examples for the Swarms API Client. This repository is a...	21	Experimental	2	—
65	CryptoThaler/CASM Cybernetic Agentic Swarm Management	21	Experimental	—	—
66	huanglynch/MultiAgentSwarm Self-evolving ReAct Multi-Agent Swarm \| Balanced模式省60-80% token \| 全程思考可见 +...	21	Experimental	—	Python
67	Ahkeratmehilaiset/waggledance-swarm Local-first AI runtime that routes tasks across memory, rules, statistics...	21	Experimental	—	Python
68	logicblocker/goal-swarm Experimental multi-agent goal solver in TypeScript. Concurrent task...	21	Experimental	—	TypeScript
69	Mahopanda/NanoSwarm A TypeScript multi-agent framework built on Google A2A Protocol with Bun and...	21	Experimental	—	TypeScript
70	biggazoo/agentswarm Self-hosted multi-agent AI coding orchestrator. Planner→Worker→Reconciler...	21	Experimental	—	Python
71	QuickerStudio/VlinderV2 Vlinder V2 - Next Generation Agent Architecture with Agent Swarm, Memory...	21	Experimental	—	TypeScript
72	FelipeDaza7/swarm-tools 🐝 Boost productivity by coordinating AI agents that learn and adapt,...	21	Experimental	3	TypeScript
73	seema807/oilgas-nanobot-swarm Manage oil and gas engineering tasks using a hierarchical AI agent swarm for...	21	Experimental	—	Python
74	draxdevAgent/agent-swarm Multi-agent orchestration for Clawdbot - spawn specialized AI agents that...	21	Experimental	—	—
75	medranobellitab-wq/SwarmSpeak 🐝 Decentralized AI collaboration hub — chat rooms where humans & AI agents...	21	Experimental	—	Python
76	up2itnow0822/a0-parallel-swarm-plugin Run multiple Agent Zero agents in parallel. Fan-out tasks, token budgets,...	21	Experimental	—	Python
77	crasofuentes-hub/swarm-forge Autonomous training optimizer for nanoGPT using multi-agent patch search,...	21	Experimental	—	Python
78	The-Swarm-Corporation/SwarmsXGCP Deploy your agents on Cloud Run!	20	Experimental	5	Python
79	The-Swarm-Corporation/SenatorAssembly SenatorAssembly	20	Experimental	3	—
80	The-Swarm-Corporation/Custom-Swarms-Spec-Template Build your dream AI agent swarm with enterprise-grade reliability and...	19	Experimental	4	—
81	The-Swarm-Corporation/Swarms-BrandBook Swarms.ai represents the cutting-edge of multi-agent framework technology....	18	Experimental	1	—
82	The-Swarm-Corporation/swarms-utils A utility package hosting complex logic for the Swarms ecosystem. This...	18	Experimental	1	Python
83	zhiyanliu/rapid-swarm A lightweight building block for creating extensible multi-agent systems...	18	Experimental	1	Python
84	machineid-io/swarm-machineid-template Starter template for using MachineID.io with OpenAI Swarm workers (register...	17	Experimental	—	Python
85	machineid-io/templates Official MachineID integration templates for AI agents and autonomous workers.	17	Experimental	—	—
86	machineid-io/machineid-python-starter Add device limits to Python agents with one small register/validate block.	17	Experimental	—	Python
87	machineid-io/langchain-machineid-template Minimal LangChain starter showing how to register and validate agents with...	17	Experimental	—	Python
88	Joona-t/expiremental-ideas Experimental multi-agent research swarm with a Redis blackboard, SQLite...	17	Experimental	1	Python
89	jitendracathons/dev-swarm-autonomous-agency 🤖 Streamline software development with DevSwarm, an autonomous AI that...	14	Experimental	—	Python
90	PSFREQUENCY/living-swarm-demo 10-node zero-trust autonomous AI agent fleet — Synthesis 2026	14	Experimental	—	TypeScript
91	spacebrr/spacebrr the swarm's github home	14	Experimental	—	—
92	mbsebada/ai-agent-swarm Multi-agent AI platform with intelligent routing, provider failover,...	14	Experimental	—	—
93	roomsterdam/solar-system-agents Visualize your AI agents as a solar system. Interactive orbital dashboard...	14	Experimental	—	HTML
94	AcKccreate/verityswarm VeritySwarm — AI truth-verification swarm. 6 agents, 2-round...	14	Experimental	—	Python
95	The-Swarm-Corporation/.github Advancing Humanity	13	Experimental	4	—
96	Ai-Whisperers/work-coordination AI agent swarm coordination - task tracking and multi-device work distribution	13	Experimental	—	—
97	YgalaxyY/Swarm-of-agents Мульти-агентная система на базе Roo Code + Ollama. Создавайте рои AI-агентов...	13	Experimental	—	Python
98	9pros/qwen-swarm 🧠 Revolutionary multi-agent orchestration platform with swarm intelligence,...	13	Experimental	2	TypeScript
99	DavidNzube101/YieldSwarm An intelligent multi-agent system that autonomously discovers, analyzes,...	11	Experimental	—	TypeScript
100	connor-john/swarm-example Open AI Swarm example for blog editorial team	10	Experimental	2	Python

Comparisons in this category

swarms-tools and swarms-client (60 vs 45)