Multi-Agent Orchestration

Relay.app helps you build AI-driven workflows that connect tools like Gmail, Notion, HubSpot, and other apps. It is aimed at teams that want agents to take actions across systems without writing code.

AutoGen is a programming framework for building multi-agent AI applications. It’s aimed at developers who want agents that can use tools, browse the web, and work with humans in the loop.

Semantic Kernel is an open-source SDK for developers building AI agents and multi-agent workflows. It supports tool use, planning, memory, plugins, and local or cloud model backends.

MetaGPT assigns different roles to LLMs to simulate a software team. It can turn a short requirement into artifacts like user stories, requirements, APIs, and code repositories.

CrewAI AMP is a platform for building, testing, deploying, and managing agentic workflows. It targets teams that want visual tools and hosted or self-hosted deployment options for production AI agents.

ElizaOS is an open-source platform for building, deploying, and managing AI agents. It includes a CLI, web UI, and plugin-based architecture so you can run agents locally and extend them with integrations and custom logic.

CAMEL-AI is an open-source community and Python framework for building multi-agent systems. It’s aimed at developers and researchers exploring agent behavior, data generation, world simulation, and task automation.