AgentOps + BoltAI: Complete MCP Integration
AgentOps is a MCP server that Provide observability and tracing for debugging AI agents with AgentOps API..
When integrated with BoltAI, 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 BoltAI, 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 BoltAI
- 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
- BoltAI installed and configured
- Compatible operating system (macOS)
Installation
Step 1: Install AgentOps
Configuration
Step 2: Configure BoltAI
- Open BoltAI 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 BoltAI:
Agent Performance Debugging
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Ask BoltAI: "Show me traces for agent runs that failed today"
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Cost Analysis
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Ask BoltAI: "Get cost breakdown for trace abc123"
Expected Result: undefined
Performance Optimization
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Ask BoltAI: "Show slowest spans in recent traces"
Expected Result: undefined
Testing Your Setup
- Launch BoltAI
- Verify AgentOps is available in the tools list
- Test basic AgentOps functionality
Troubleshooting
Common Issues
Installation Failed
Symptoms: Download errors, Installation not completing
Cause: macOS security settings or corrupted download
Solution:
- Check macOS security preferences allow app installation
- Re-download installer from official website
- Try installing via Homebrew as alternative
- Ensure sufficient disk space and admin permissions
MCP Server Not Found
Symptoms: Server command not found, Path errors
Cause: Server not installed or not in PATH
Solution:
- Verify MCP server installation using Terminal
- Use absolute path to server executable
- Check server executable permissions (chmod +x)
- Test server command from Terminal first
Connection Fails
Symptoms: Server status shows disconnected, Connection timeout
Cause: Server configuration or environment issues
Solution:
- Check server configuration parameters
- Verify environment variables are set correctly
- Restart BoltAI after configuration changes
- Check macOS firewall and security settings
Tools Not Available in Conversation
Symptoms: Server connected but tools not accessible, Limited functionality
Cause: Tool registration or permission issues
Solution:
- Verify server implements MCP protocol correctly
- Check BoltAI permissions for tool access
- Restart conversation or create new chat session
- Review server logs for tool registration errors
AgentOps not appearing in BoltAI
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentOps installation
- Restart BoltAI
- Check logs for error messages
Next Steps
Now that AgentOps is integrated with BoltAI:
- Explore all AgentOps capabilities through BoltAI
- Check out other MCP servers that work with BoltAI
- Join the MCP community for tips and support
- Consider contributing to AgentOps development
Need Help?
- Search for AgentOps documentation
- Check the BoltAI MCP guide
- Join the MCP community discussions