🔍 AgentOps Monitor

Production-Ready Observability for Google ADK Agents

Monitor, debug, and optimize your AI agents with native Google ADK integration and A2A protocol support.

Why AgentOps Monitor?

🤖

ADK-Native

Built specifically for Google ADK with support for LlmAgent, SequentialAgent, and Runner execution tracking.

📨

A2A Protocol

Monitor multi-agent communication with native Agent-to-Agent protocol support and visualization.

💰

Cost Tracking

Track token usage and costs across all models. Gemini 2.0 Flash is FREE!

Real-time

See traces as they happen with live execution monitoring and instant alerts.

🔧

Tool Tracking

Monitor all tool executions with inputs, outputs, and error tracking.

📊

Analytics

Comprehensive analytics for performance, costs, and agent behavior patterns.

Get Started in 2 Minutes

1. Install SDK

pip install agentops-monitor

2. Wrap your ADK agent

from agentops_monitor import monitor_runner
from google.adk.agents import LlmAgent
from google.adk.runners import Runner

agent = LlmAgent(name="MyAgent", model="gemini-2.0-flash")
runner = Runner(agent)

# Add monitoring with 1 line
monitored_runner = monitor_runner(runner, api_key="agentops_xxx")
monitored_runner.run("Hello!")

3. View in dashboard

Open your dashboard to see real-time traces, costs, and performance metrics!