AgentOps + Toolprint: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with Toolprint, 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 Toolprint, 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 Toolprint
- 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
- Toolprint installed and configured
- Compatible operating system (Cross-Platform)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure Toolprint
- Open Toolprint 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 Toolprint:
Agent Performance Debugging
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Ask Toolprint: "Show me traces for agent runs that failed today"
Expected Result: undefined
Cost Analysis
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Ask Toolprint: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask Toolprint: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch Toolprint
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
CLI Authentication Failed
Symptoms: Login prompt fails, Unable to authenticate
Cause: Network or credential issues
Solution:
- Check internet connection
- Verify account credentials
- Try clearing authentication cache
- Contact Toolprint support if issues persist
MCP Server Not Starting
Symptoms: Port 7001 not accessible, Server startup fails
Cause: Port conflict or Node.js issues
Solution:
- Check if port 7001 is already in use
- Verify Node.js installation and version
- Try restarting the CLI command
- Check system firewall settings
Tool Selection Not Working
Symptoms: search_tools returns no results, Tool recommendations missing
Cause: Configuration or service connectivity issues
Solution:
- Verify internet connection for tool discovery
- Check Toolprint service status
- Restart MCP server: toolprint mcp
- Verify MCP client configuration
AgentOps not appearing in Toolprint
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart Toolprint
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with Toolprint:
- Explore all AgentOps capabilities through Toolprint
- Check out other MCP servers that work with Toolprint
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the Toolprint MCP guide
- Join the MCP community discussions