AgentOps + Theia AI: Complete MCP Integration

AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..

When integrated with Theia AI, 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 AI, 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 AI
• 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 AI installed and configured
• Compatible operating system (Theia IDE, Custom Apps)

Installation

Step 1: Install AgentOps

Configuration

Step 2: Configure Theia AI

1. Open Theia AI settings
2. Navigate to MCP server configuration
3. Add AgentOps server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use AgentOps in Theia AI:

Agent Performance Debugging

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Ask Theia AI: "Show me traces for agent runs that failed today"

Expected Result: undefined

Cost Analysis

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Ask Theia AI: "Get cost breakdown for trace abc123"

Expected Result: undefined

Performance Optimization

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Ask Theia AI: "Show slowest spans in recent traces"

Expected Result: undefined

Testing Your Setup

1. Launch Theia AI
2. Verify AgentOps is available in the tools list
3. Test basic AgentOps functionality

Troubleshooting

Common Issues

Server Launch Failed

Symptoms: AI cannot access external context

Cause: Command not found in PATH

Solution:

• Ensure tools like uvx, npm, or python are in the environment PATH where Theia is launched

AgentOps not appearing in Theia AI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AgentOps installation
• Restart Theia AI
• Check logs for error messages

Next Steps

Now that AgentOps is integrated with Theia AI:

• Explore all AgentOps capabilities through Theia AI
• Check out other MCP servers that work with Theia AI
• Join the MCP community for tips and support
• Consider contributing to AgentOps development

Need Help?

• Search for AgentOps documentation
• Check the Theia AI MCP guide
• Join the MCP community discussions