AgentMode + Cursor: Complete MCP Integration

AgentMode is a MCP server that Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise..

When integrated with Cursor, you can:

• Execute SQL queries across connected databases
• Interact with GitHub repositories and issues
• Connect to data warehouses like Snowflake, BigQuery

This guide provides step-by-step instructions to set up AgentMode in Cursor, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• AgentMode will be fully integrated and operational
• You can use AgentMode tools directly in Cursor
• All AgentMode capabilities will be available for your workflows
• Access to 3 different tools

Prerequisites

Before starting, ensure you have:

• API key from AgentMode dashboard
• Workspace identifier
• Cursor installed and configured
• Compatible operating system (Windows, macOS, Linux)

Installation

Step 1: Install AgentMode

Configuration

Step 2: Configure Cursor

1. Open Cursor settings
2. Navigate to MCP server configuration
3. Add AgentMode server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use AgentMode in Cursor:

Multi-Database Analytics

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Ask Cursor: "Show me user engagement metrics from both databases"

Expected Result: undefined

GitHub Issue Management

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Ask Cursor: "Create issues for users with failed payments"

Expected Result: undefined

Data Pipeline Monitoring

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Ask Cursor: "Check status of yesterday's data pipeline runs"

Expected Result: undefined

Testing Your Setup

1. Launch Cursor
2. Verify AgentMode is available in the tools list
3. Test basic AgentMode functionality

Troubleshooting

Common Issues

Installation Problems

Symptoms: Cursor fails to install, Application won't start

Cause: System requirements not met or corrupted download

Solution:

• Check minimum system requirements
• Re-download installer from official website
• Run installer as administrator (Windows)
• Check available disk space and permissions

MCP Settings Not Found

Symptoms: No MCP option in settings, Missing configuration section

Cause: Feature not available in current Cursor version

Solution:

• Update Cursor to latest version
• Check if MCP support is enabled in your subscription
• Look for "Extensions" or "Integrations" section instead
• Contact Cursor support for feature availability

Server Configuration Fails

Symptoms: Settings not saving, Configuration errors

Cause: Invalid server path or configuration parameters

Solution:

• Verify server executable path is correct
• Check server installation and permissions
• Use absolute paths instead of relative paths
• Test server command from system terminal first

AI Assistant Not Using MCP Tools

Symptoms: Tools available but AI not using them, Limited functionality

Cause: AI assistant not properly configured for MCP integration

Solution:

• Restart Cursor after configuration changes
• Check AI assistant settings for tool permissions
• Verify MCP server is running and responding
• Try explicitly asking AI to use specific tools

AgentMode not appearing in Cursor

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AgentMode installation
• Restart Cursor
• Check logs for error messages

Next Steps

Now that AgentMode is integrated with Cursor:

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

Need Help?

• Search for AgentMode documentation
• Check the Cursor MCP guide
• Join the MCP community discussions