Best Multi Agent Tools

AutoGen

4.4 rating

Microsoft's open-source multi-agent framework that enables multiple LLM-powered agents to collaborate, debate, and self-correct on complex tasks through automated conversation and tool use.

Claude Squad

4.4 rating

Terminal app for managing multiple AI coding agents (Claude Code, Codex, Gemini, Aider) in parallel isolated workspaces using tmux sessions and git worktrees.

ClawTeam

4.4 rating

Agent swarm intelligence framework that lets AI agents self-organize into teams — splitting work, communicating, and converging on results without human micromanagement.

CrewAI

4.4 rating

Multi-agent platform for enterprises to build, deploy, and monitor teams of autonomous AI agents collaborating on complex tasks, with both an open-source Python framework and a managed cloud platform.

Gumloop

4.4 rating

No-code AI automation platform that enables teams to build and deploy specialized AI agents and multi-agent workflows with a visual interface, supporting 100+ integrations and all major LLMs with enterprise-grade security.

LangGraph

4.4 rating

Open-source framework for building controllable, stateful multi-agent applications by modeling agents as state graphs, part of the LangChain ecosystem with 24,000+ GitHub stars.

Lyzr

4.4 rating

Enterprise platform for building and deploying autonomous AI agents across business functions including customer support, procurement, HR, and sales with responsible AI governance, compliance, and audit trails.

Relevance AI

4.4 rating

AI workforce platform that enables businesses to build and deploy autonomous AI agents for sales, marketing, and operations with multi-agent orchestration and 1000+ app integrations.