AgentOps + Raycast MCP Extension: Complete MCP Integration

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

When integrated with Raycast MCP Extension, 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 Raycast MCP Extension, 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 Raycast MCP Extension
• 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
• Raycast MCP Extension installed and configured
• Compatible operating system (macOS)

Installation

Step 1: Install AgentOps

Configuration

Step 2: Configure Raycast MCP Extension

1. Open Raycast MCP Extension 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 Raycast MCP Extension:

Agent Performance Debugging

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Ask Raycast MCP Extension: "Show me traces for agent runs that failed today"

Expected Result: undefined

Cost Analysis

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Ask Raycast MCP Extension: "Get cost breakdown for trace abc123"

Expected Result: undefined

Performance Optimization

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Ask Raycast MCP Extension: "Show slowest spans in recent traces"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Tools Not Available

Symptoms: AI does not use tools, Server error

Cause: Node.js or Python not found in Raycast PATH.

Solution:

• Raycast inherits a specific environment. Ensure node and npx are accessible.
• Use absolute paths to binaries in your config if necessary.
• Restart Raycast completely (Quit and Re-open).

AgentOps not appearing in Raycast MCP Extension

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AgentOps installation
• Restart Raycast MCP Extension
• Check logs for error messages

Next Steps

Now that AgentOps is integrated with Raycast MCP Extension:

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

Need Help?

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