Multi-Agent Orchestration

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.

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.

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.

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.

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.

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.

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.