🤖 Elastic Agent Builder Integration

Connect to Elastic Agent Builder for AI-powered application health monitoring using OTEL data from Elastic Serverless Observability.

✨ Features

• AI-Powered Analysis through Elastic Agent Builder

• Real-time Insights from OTEL metrics, traces, and logs

• Built-in Tools for comprehensive monitoring

• Easy Integration with Cursor IDE and other MCP clients

• No Local Server Required - direct connection to Elastic

Related MCP server: Kibana Dashboard Builder

🎯 Available Agent Builder Tools

• platform.core.search - Search OTEL data in Elasticsearch

• platform.core.execute_esql - Execute ESQL queries on OTEL data

• platform.core.generate_esql - Generate ESQL queries for analysis

• Built-in Analysis - Error patterns, performance metrics, resource utilization

• Real-time Monitoring - Application health, service dependencies, bottlenecks

🚀 Quick Start

Prerequisites

• Elastic Serverless Observability endpoint with Agent Builder enabled

• Valid API key for Elastic

• Cursor IDE (optional, for MCP integration)

Installation

1. Clone the repository

   git clone git@github.com:poulsbopete/o11y-mcp-server.git
   cd o11y-mcp-server

2. Configure credentials

   # Option 1: Use setup script (recommended)
   ./setup-env.sh
   # Then edit .env file with your credentials
   
   # Option 2: Set environment variables
   export ELASTIC_ENDPOINT=https://your-endpoint.kb.us-east-1.aws.elastic.cloud
   export ELASTIC_API_KEY=your-api-key

3. Connect to Agent Builder

   # Test Agent Builder connection
   ./connect-to-agent-builder.sh
   
   # Query application health
   ./query-application-health.sh

4. Set up Cursor integration (optional)

   # Create Cursor MCP configuration
   ./setup-cursor-agent-builder.sh

🔗 Cursor Integration

Quick Setup

./setup-cursor-agent-builder.sh

Manual Setup

1. Run the Cursor configuration script

2. Restart Cursor IDE

3. Connect to Elastic Agent Builder

4. Ask questions like "What's the health of my applications?"

📊 Data Sources

Agent Builder connects to Elastic Serverless Observability and analyzes:

• Metrics: metrics-* indices (CPU, memory, custom metrics)

• Logs: logs-* indices (application logs, errors, events)

• Traces: traces-* indices (distributed tracing data)

🛠️ Configuration

Environment Variables

• ELASTIC_ENDPOINT - Your Elastic Serverless endpoint

• ELASTIC_API_KEY - Your Elastic API key

• LOG_LEVEL - Logging level (default: INFO)

Cursor MCP Configuration

The setup script creates ~/.cursor/mcp_config.json with Agent Builder integration.

📝 Example Queries

Once connected to Agent Builder, you can ask:

• "What's the overall health of my applications?"

• "Show me metrics for the payment service"

• "What errors are happening in the last hour?"

• "Find the slowest operations in my system"

• "Analyze resource utilization across all services"

• "Show me trace analysis for the checkout flow"

• "Generate an ESQL query for error analysis"

🔧 Troubleshooting

Agent Builder Connection Issues

• Verify Elastic endpoint and API key

• Check if Agent Builder is enabled on your Elastic instance

• Test connection: ./connect-to-agent-builder.sh

No Data Found

• Check if applications are sending OTEL data

• Verify time range includes recent data

• Ensure proper Elastic cluster configuration

Cursor Integration Issues

• Verify MCP configuration in Cursor settings

• Check Agent Builder is accessible

• Restart Cursor after configuration changes

📚 Documentation

• CURSOR-MCP-INTEGRATION.md - Cursor integration guide

• connect-to-agent-builder.sh - Agent Builder connection script

• query-application-health.sh - Application health analysis script

🤝 Contributing

1. Fork the repository

2. Create a feature branch: git checkout -b feature-name

3. Commit changes: git commit -am 'Add feature'

4. Push to branch: git push origin feature-name

5. Submit a pull request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

• Built with Elastic Agent Builder

• Integrates with Elastic Serverless Observability

• Compatible with Cursor IDE

Ready to monitor your application health with AI-powered insights through Elastic Agent Builder! 🎉