Agency Swarm
Open-source multi-agent framework for building and deploying collaborative AI agents with natural language interfaces.
At a Glance
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Updated Feb 2026
About Agency Swarm
Agency Swarm is an open-source framework for orchestrating AI agents that collaborate using natural language. Designed to help developers create agent workflows, Agency Swarm introduces the concept of AgentOS, enabling agents to communicate, share memory, call APIs, run tools, and coordinate tasks.
Agents can be configured with personalities, goals, and tools. They operate within a shared environment that includes a long-term memory system, vector store (e.g., Chroma), and built-in communication channels. It supports local and cloud deployment and includes utilities for introspection and self-correction.
Built with devs in mind, Agency Swarm blends workflow automation and multi-agent coordination into a customizable, hackable setup. Think vibe coding meets agent systems.
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Pricing
Free
Get started with Agency Swarm at no cost with Free version available.
- Free version available
Capabilities
Key Features
- AgentOS runtime with inter-agent communication
- Built-in memory management using vector stores
- Tool and API execution by agents
- Agent introspection and self-correction
- Modular agent configuration with goals and personalities
- Workspace for debugging and collaboration
- Streaming terminal and chat interface
- Supports localhost and cloud deployment