AgentOps + AgenticFlow: Complete MCP Integration

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

When integrated with AgenticFlow, 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 AgenticFlow, 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 AgenticFlow
• 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
• AgenticFlow installed and configured
• Compatible operating system (Web Platform, Mobile Support)

Installation

Step 1: Install AgentOps

Configuration

Step 2: Configure AgenticFlow

1. Open AgenticFlow 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 AgenticFlow:

Agent Performance Debugging

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

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Cost Analysis

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Ask AgenticFlow: "Get cost breakdown for trace abc123"

Expected Result: undefined

Performance Optimization

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Ask AgenticFlow: "Show slowest spans in recent traces"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Server Connection Failed

Symptoms: Red connection indicator, Server unreachable errors

Cause: Network connectivity or server configuration issues

Solution:

• Verify server endpoint URL is correct
• Check server authentication credentials
• Ensure server is running and accessible
• Review firewall and network settings

Tools Not Available

Symptoms: MCP tools not showing in workflow builder, Empty tools list

Cause: Server connection successful but tool discovery failed

Solution:

• Verify MCP server is properly configured
• Check server tool definitions and schemas
• Refresh connection in AgenticFlow dashboard
• Review server logs for tool registration errors

Workflow Execution Errors

Symptoms: Automation fails during MCP tool calls, Runtime errors

Cause: Tool parameter issues or server-side errors

Solution:

• Validate tool parameters in workflow editor
• Check required vs optional parameters
• Review execution logs for specific error messages
• Test MCP server independently outside AgenticFlow

Authentication Failures

Symptoms: Auth errors in logs, Unauthorized access messages

Cause: Incorrect authentication configuration

Solution:

• Verify API keys and tokens are correct
• Check authentication method matches server requirements
• Ensure credentials have necessary permissions
• Update expired authentication tokens

AgentOps not appearing in AgenticFlow

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentOps is integrated with AgenticFlow:

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

Need Help?

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