// Trace & monitor
agentops0.4.21
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
Open source Maintained For developers
IN ONE PARAGRAPH
agentops is 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.
Good for: Developers and teams who want to trace & monitor.
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install agentops - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → mlflow The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. ★ 28k langfuse 🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform. ★ 36k phoenix AI Observability & Evaluation ★ 12k netdata The fastest path to AI-powered full stack observability, even for lean teams. ★ 81k logfire AI observability platform for production LLM and agent systems. ★ 4.5k