AgentOps + WhatsMCP: Complete MCP Integration

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

When integrated with WhatsMCP, 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 WhatsMCP, 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 WhatsMCP
• 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
• WhatsMCP installed and configured
• Compatible operating system (WhatsApp, Wassist Web)

Installation

Step 1: Install AgentOps

Configuration

Step 2: Configure WhatsMCP

1. Open WhatsMCP 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 WhatsMCP:

Agent Performance Debugging

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

Expected Result: undefined

Cost Analysis

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Ask WhatsMCP: "Get cost breakdown for trace abc123"

Expected Result: undefined

Performance Optimization

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Ask WhatsMCP: "Show slowest spans in recent traces"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Server Not Reachable

Symptoms: Wassist fails to connect, Tools not showing up

Cause: Localhost URL used without tunneling, or firewall blocking connection.

Solution:

• Use ngrok or similar to expose local server: ngrok http 8080
• Ensure the URL starts with https://
• Check server logs for incoming requests

Tool Execution Failed

Symptoms: Error message in WhatsApp chat, Timeout

Cause: Bug in MCP server implementation or long-running task.

Solution:

• Check your MCP server logs for errors.
• Ensure tools return results within timeout limits.

AgentOps not appearing in WhatsMCP

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentOps is integrated with WhatsMCP:

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

Need Help?

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