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AgentTeams

MCP.Pizza Chef: agentscope-ai

You set up teams of AI agents that tackle a task together, with every message and decision showing up in a shared chat room you can watch or step into at any moment. One agent leads and hands out pieces of the work to the others, and you can connect outside tools so the team has what it needs to finish the job. It runs on your own servers, needs a key for whichever AI models you choose, and setting it up takes a developer, since it is built for technical teams rather than as a plug-and-play app.

Coding
Communication
Other

Use This MCP client To

Watch a team of AI agents tackle a project together Step in and redirect an agent whenever something looks off Let one AI agent manage and assign work to others Chat with your AI agents in a shared group chat Have an AI agent write and run code on its own Give your agents shared access to files so they can collaborate Bring in different AI agents suited to each part of a task

README

AgentTeams

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AgentTeams is an open-source collaborative multi-agent runtime platform. It enables multiple Agents to collaborate in a controlled and auditable room, with full human visibility and intervention capabilities throughout the process.

Built on a Manager-Workers architecture, AgentTeams features a Manager that centrally orchestrates multiple Workers, focusing on collaboration scenarios between humans and Agents, as well as among Agents within enterprise environments.

AgentTeams does not compete with other Agent runtimes. Instead of implementing Agent logic itself, it orchestrates and manages multiple Agent containers (including the Manager and numerous Workers).

AgentTeams FAQ

Can I use this to run a team of AI agents on a big project?
Yes — you set up one lead agent and several helper agents that split up the work, and you can watch every step or jump in at any point in a shared chat room.
Can I use this to have an AI agent write and test code for me?
Yes — one of the agent types is built specifically to write and run code on its own while you keep an eye on its progress.
Do I need a developer to set this up?
Yes. This is not a simple install — it runs on your own servers using developer tools, so you will need someone comfortable with server setup to get it running.
Does this work inside apps like Claude Desktop or ChatGPT?
No. It is its own standalone system rather than a plugin for an existing chat app, though the agents inside it can be pointed at coding tools such as Cursor for programming work.
Do I need an account or key to use it?
Yes — you will need a key for whichever AI model provider you choose to power your agents, such as OpenAI, Anthropic's Claude, Google's Gemini, or Alibaba's Qwen models.
Can I see what each AI agent is doing while it works?
Yes — every agent's messages and actions appear in a shared chat room, so you have full visibility into the conversation and can step in at any time.
Is this meant for personal, everyday tasks?
Not really — it is built for teams that need several AI agents coordinating on larger, more complex projects, and it takes technical setup to run.
Can multiple AI agents share files while working together?
Yes — the system includes a shared storage space so agents can pass files and information to each other without you doing it by hand.