Scripts2026年4月6日·1 分钟阅读

AgentOps — Observability Dashboard for AI Agents

Python SDK for monitoring AI agent sessions with real-time dashboards, token tracking, cost analysis, and error replay. Two lines of code to instrument any framework. 4,500+ GitHub stars.

Agent Toolkit
Agent Toolkit · Community
介绍

AgentOps is a Python observability SDK that provides real-time dashboards, session replays, and cost tracking for AI agent apps, with 4,500+ GitHub stars. Two lines of code give you full visibility into every LLM call and error. Supports 15+ frameworks including OpenAI, Anthropic, LangChain, and CrewAI. Ideal for teams running AI agents in production.

Quick Use

  1. Install: pip install agentops
  2. Add 2 lines to your agent code:
import agentops
agentops.init("YOUR_API_KEY")  # get a free key at agentops.ai
  1. View the live dashboard at app.agentops.ai

Intro

AgentOps is a Python observability SDK that provides real-time dashboards, session replays, and cost tracking for AI agent apps, with 4,500+ GitHub stars. Two lines of code give you full visibility into every LLM call and error. Supports 15+ frameworks including OpenAI, Anthropic, LangChain, and CrewAI. Ideal for teams running AI agents in production.

Source & Thanks

Created by AgentOps-AI. Licensed under MIT.

agentops — ⭐ 4,500+

🙏

来源与感谢

Created by AgentOps-AI. Licensed under MIT.

agentops — ⭐ 4,500+

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