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AgentOps-AI/agentops

Python Tracked since 2023-08-15 Updated 2026-07-16 View source ↗

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5.7k Stars

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

About

AgentOps helps developers build, evaluate, and monitor AI agents. From prototype to production.

The AgentOps app is open source under the MIT license. Explore the code in our app directory.

Initialize the AgentOps client and automatically get analytics on all your LLM calls.

All your sessions can be viewed on the AgentOps dashboard

Looking to run the full AgentOps app (Dashboard + API backend) on your machine? Follow the setup guide in app/README.md:

Add powerful observability to your agents, tools, and functions with as little code as possible: one line at a time.

Build multi-agent systems with tools, handoffs, and guardrails. AgentOps natively integrates with the OpenAI Agents SDKs…

Excerpted from github.com/AgentOps-AI/agentops

Latest metrics

Stars 5.7k 2026-07-16
Forks 609 2026-07-16
Commits 811 2026-07-16
Releases 108 2026-07-16
Watchers 50 2026-07-16
Open issues 113 2026-07-16
Open PRs 59 2026-07-16