AgentOps + Apify MCP Tester: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with Apify MCP Tester, 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 Apify MCP Tester, 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 Apify MCP Tester
- 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
- Apify MCP Tester installed and configured
- Compatible operating system (Web Browser)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure Apify MCP Tester
- Open Apify MCP Tester 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 Apify MCP Tester:
Agent Performance Debugging
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Ask Apify MCP Tester: "Show me traces for agent runs that failed today"
Expected Result: undefined
Cost Analysis
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Ask Apify MCP Tester: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask Apify MCP Tester: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch Apify MCP Tester
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
Connection Failed
Symptoms: Cannot connect to server, Timeout errors
Cause: Server configuration or network connectivity issues
Solution:
- Verify server URL is correct and accessible
- Check if server supports chosen transport method (SSE/HTTP)
- Ensure server is running and accepting connections
- Check firewall and network settings
Tools Not Discovered
Symptoms: Empty tools list, Server connected but no capabilities
Cause: Server not properly implementing MCP protocol
Solution:
- Verify server implements MCP protocol correctly
- Check server logs for tool registration issues
- Ensure server is properly configured and initialized
- Test with known working MCP server for comparison
Tool Execution Fails
Symptoms: Tools available but not responding, Error messages during execution
Cause: Server-side errors or parameter issues
Solution:
- Check tool parameter requirements and formats
- Review server logs for execution errors
- Verify required environment variables are set
- Test with simpler tool calls first
AgentOps not appearing in Apify MCP Tester
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart Apify MCP Tester
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with Apify MCP Tester:
- Explore all AgentOps capabilities through Apify MCP Tester
- Check out other MCP servers that work with Apify MCP Tester
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the Apify MCP Tester MCP guide
- Join the MCP community discussions