AgentOps + fast-agent: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with fast-agent, 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 fast-agent, 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 fast-agent
- 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
- fast-agent installed and configured
- Compatible operating system (Node.js, Cross-platform, Edge Environments)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure fast-agent
- Open fast-agent 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 fast-agent:
Agent Performance Debugging
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Ask fast-agent: "Show me traces for agent runs that failed today"
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Cost Analysis
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Ask fast-agent: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask fast-agent: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch fast-agent
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
Poor Performance
Symptoms: Slow startup, High memory usage, Slow tool execution
Cause: Suboptimal configuration or resource constraints
Solution:
- Tune concurrency and pool size settings
- Optimize MCP server performance
- Check system resources and limits
- Profile application for bottlenecks
Agent Crashes Under Load
Symptoms: Out of memory errors, Process crashes
Cause: Resource limits exceeded
Solution:
- Reduce concurrency limits
- Increase memory limits if possible
- Implement graceful degradation
- Monitor resource usage patterns
MCP Server Timeouts
Symptoms: Tool execution timeouts, Connection errors
Cause: Server overload or network issues
Solution:
- Increase timeout values
- Implement retry logic
- Scale MCP server infrastructure
- Use connection pooling and caching
AgentOps not appearing in fast-agent
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart fast-agent
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with fast-agent:
- Explore all AgentOps capabilities through fast-agent
- Check out other MCP servers that work with fast-agent
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the fast-agent MCP guide
- Join the MCP community discussions