AgentOps + Theia IDE: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with Theia IDE, 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 Theia IDE, 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 Theia IDE
- 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
- Theia IDE installed and configured
- Compatible operating system (Desktop, Web)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure Theia IDE
- Open Theia IDE 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 Theia IDE:
Agent Performance Debugging
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Ask Theia IDE: "Show me traces for agent runs that failed today"
Expected Result: undefined
Cost Analysis
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Ask Theia IDE: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask Theia IDE: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch Theia IDE
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
Tool Not Recognized
Symptoms: AI says it does not have the tool
Cause: Configuration not saved or syntax error in JSON
Solution:
- Check for red squiggles in settings.json
- Restart the IDE to ensure config reload
AgentOps not appearing in Theia IDE
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart Theia IDE
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with Theia IDE:
- Explore all AgentOps capabilities through Theia IDE
- Check out other MCP servers that work with Theia IDE
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the Theia IDE MCP guide
- Join the MCP community discussions