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OpenAI Agents SDK vs Mirascope

Side-by-side comparison of features, pricing, and ratings

OpenAI Agents SDK
OpenAI Agents SDK

Build multi-agent workflows with OpenAI's lightweight Python SDK

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Mirascope
Mirascope

The LLM Anti-Framework for building, observing, and iterating on AI agents.

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Pricing
Free
Free
Plans
Free (MIT)
$0
Popularity
6.1k views
6.8k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
API
APICLI
Categories
💻 Code & Development🤖 Automation & Agents
💻 Code & Development🤖 Automation & Agents Productivity
Features
Multi-agent workflow orchestration
Sandbox agents with filesystem access
Agents as tools / handoffs
Configurable guardrails for input/output safety
Human-in-the-loop mechanisms
Automatic session management with Redis support
Built-in tracing for debugging
Realtime voice agents (gpt-realtime-2)
MCP tool integration
Provider-agnostic (supports 100+ LLMs)
Streaming support via websockets
Lightweight and extensible framework
Open source (MIT license)
Decorator-based tool calling (@llm.tool)
Automatic versioning and tracing (@ops.version())
Cost tracking per LLM call
Supports OpenAI, Anthropic, Google providers
Agent loop with tool execution
Thought inclusion in responses
Lightweight Pythonic API
Built-in observability
Integrations
OpenAI Responses API
OpenAI Chat Completions API
Redis
LiteLLM
MCP Python SDK
Pydantic
websockets
SQLAlchemy