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Agent frameworks · Provider-native agent SDK · api

OpenAI Agents SDK

OpenAI’s provider-native SDK for building agents with tools, handoffs, guardrails, and tracing.

Overall score
86
sdkagentsprovider-native
Setup difficulty
Moderate
Install method
pip · hybrid
Supported providers
OpenAI
Supported hosts
Python apps · workers · APIs
Permission posture
medium
Last verified
Apr 9, 2026

Score breakdown

Utility89
Compatibility76
Ease of setup78
Reliability88
Docs quality88
Adoption82
Safety & maintenance85

Scores combine benchmark signals, product experience, and editorial weighting. Use them as a practical guide, not an absolute truth claim.

Best for

Agent automationCoding

Works with

OpenAI modelsOpenAI Responses APIMCP

Capabilities

tool callinghandoffsguardrailstracing

Strengths

  • Very aligned with OpenAI-native agent features.
  • Good choice when deep OpenAI integration matters more than neutrality.

Things to watch

  • Less provider-neutral than LangGraph or LangChain.
  • Best for teams already comfortable with OpenAI’s stack.

Best for