Agency Swarm
A Python framework built on the OpenAI Agents SDK for coordinating agents with distinct roles, validated tools and explicit communication flows.
About Agency Swarm
Developers need to define how specialized agents communicate, call tools and preserve conversation state in a multi-agent application.
Who it’s for
- Python developers building multi-agent applications
- Teams defining custom agent roles and tool permissions
When to consider it
Consider Agency Swarm when you want to define agent roles, directional communication flows and Pydantic-validated tools in a Python application.
Tradeoffs & limitations
- MIT licensed; the repository specifies Python 3.12 or newer and requires configuring a model-provider API key.
SOTA overview · Documentation-based assessment · Sources & review method
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Sources & review method
Documentation-based assessment · Oct 14, 2026 · Prepared with AI assistance; not a hands-on benchmark.
- Agency Swarm official repository
- Agency Swarm overview
- Agency Swarm MIT license
- Agency Swarm v1.11.0 release
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
Agency Swarm official repository
A Python framework built on the OpenAI Agents SDK for coordinating agents with distinct roles, validated tools and explicit communication flows.
Based on official pages and announcements checked on 2026-10-14. No hands-on test, performance benchmark or popularity ranking is claimed.