MateClaw combines multi-agent orchestration, MCP, skills, memory, and multi-channel support.
Open source
24 alternativesagency-swarm
agency-swarm provides a framework for orchestrating multiple AI agents.
About agency-swarm
agency-swarm is an open-source Python framework for orchestrating multiple collaborative AI agents. It is built on the OpenAI Agents SDK and designed to simplify multi-agent application development by modeling automation workflows after real-world organizational structures. The framework supports customizable agent roles, full control over agent prompts, type-safe tool development with Pydantic, directional agent communication, and flexible state persistence for conversation history. It is compatible with Python 3.12+, runs on macOS, Linux, and Windows, and works with OpenAI models natively as well as other providers via LiteLLM integration.
Key features
- Define customizable agent roles with tailored instructions and tools
- Full control over individual agent prompt and instruction settings
- Build type-safe tools using Pydantic models for validation
- Directional agent communication via dedicated send_message tool
- Flexible state persistence for cross-session conversation history
- Supports OpenAI and LiteLLM-backed third-party model providers
Best for: Developers building multi-agent AI applications that require structured, role-based agent orchestration.
Good for
- Built on the OpenAI Agents SDK for reliability
- Supports multiple model providers via LiteLLM integration
- Offers type-safe tool development with Pydantic validation
Watch out for
- Requires Python 3.12 or newer to run
- v1.x is built exclusively for the OpenAI Agents SDK and Responses API
- Migrating from v0.x versions requires following a dedicated migration guide
agency-swarm at a glance
- Category
- AI & Machine Learning › AI Agent Frameworks
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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agency-swarm FAQ
What Python version is required to use agency-swarm?
Python 3.12 or higher is required.
Which model providers are supported by the framework?
OpenAI models are supported natively, with additional providers available via LiteLLM integration.
Is agency-swarm compatible with older v0.x implementations?
No, v1.x uses the OpenAI Agents SDK, and migrating from v0.x requires following the project's Migration Guide.
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