AgentOps-AI/agentops
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI
Provides hierarchical span-based instrumentation through decorators (@session, @agent, @operation, @workflow) for granular tracking of agent execution flows, and includes a self-hostable dashboard with session replay, execution graphs, and cost analytics. Implements framework-agnostic observability via automatic LLM call interception and native adapters for popular agent libraries, enabling real-time monitoring from development through production deployment.
5,363 stars. Used by 2 other packages. Available on PyPI.
Stars
5,363
Forks
542
Language
Python
License
MIT
Category
Last pushed
Oct 30, 2025
Commits (30d)
0
Dependencies
14
Reverse dependents
2
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