AgentOps + Daydreams Agents: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with Daydreams Agents, you can:
- Authorize with AgentOps API key
- Retrieve trace information by ID
- Get span information by ID
This guide provides step-by-step instructions to set up AgentOps in Daydreams Agents, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- AgentOps will be fully integrated and operational
- You can use AgentOps tools directly in Daydreams Agents
- All AgentOps capabilities will be available for your workflows
- Access to 4 different tools
Prerequisites
Before starting, ensure you have:
- API key from AgentOps dashboard
- Daydreams Agents installed and configured
- Compatible operating system (Web Platform, API Access)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure Daydreams Agents
- Open Daydreams Agents settings
- Navigate to MCP server configuration
- Add AgentOps server with appropriate settings
- Save and restart if needed
Examples
Once configured, you can use AgentOps in Daydreams Agents:
Agent Performance Debugging
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Ask Daydreams Agents: "Show me traces for agent runs that failed today"
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Cost Analysis
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Ask Daydreams Agents: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask Daydreams Agents: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch Daydreams Agents
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
Platform Access Issues
Symptoms: Cannot log in, Dashboard not loading
Cause: Account or browser issues
Solution:
- Verify account credentials and status
- Try different browser or clear cache
- Check internet connectivity
- Contact Daydreams support for account issues
MCP Server Connection Failed
Symptoms: Server not connecting, Connection timeout
Cause: Server configuration or network issues
Solution:
- Verify server endpoint URL is correct
- Check server authentication configuration
- Ensure server is running and accessible
- Test server connectivity from other tools
Agent Not Using MCP Tools
Symptoms: Agent running but not using tools, Limited capabilities
Cause: Agent configuration or tool assignment issues
Solution:
- Verify tools are properly assigned to agent
- Check agent configuration and permissions
- Review agent behavior and trigger conditions
- Test with simpler tool usage scenarios
AgentOps not appearing in Daydreams Agents
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart Daydreams Agents
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with Daydreams Agents:
- Explore all AgentOps capabilities through Daydreams Agents
- Check out other MCP servers that work with Daydreams Agents
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the Daydreams Agents MCP guide
- Join the MCP community discussions