beginner⏱️ 10-20 minutes📅 Updated June 2026

Step-by-step guide to integrate Apache Gravitino MCP server with BoltAI. Enhanced BoltAI functionality with Apache Gravitino integration.

Apache Gravitino + BoltAI: Complete MCP Integration

Apache Gravitino is a MCP server that Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification..

When integrated with BoltAI, you can:

  • Access Apache Gravitino functionality through BoltAI

This guide provides step-by-step instructions to set up Apache Gravitino in BoltAI, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

  • Apache Gravitino will be fully integrated and operational
  • You can use Apache Gravitino tools directly in BoltAI
  • All Apache Gravitino capabilities will be available for your workflows

Prerequisites

Before starting, ensure you have:

  • BoltAI installed and configured
  • Compatible operating system (macOS)

Installation

Step 1: Install Apache Gravitino

Configuration

Step 2: Configure BoltAI

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

Examples

Once configured, you can use Apache Gravitino in BoltAI:

Testing Your Setup

  1. Launch BoltAI
  2. Verify Apache Gravitino is available in the tools list
  3. Test basic Apache Gravitino functionality

Troubleshooting

Common Issues

Installation Failed

Symptoms: Download errors, Installation not completing

Cause: macOS security settings or corrupted download

Solution:

  • Check macOS security preferences allow app installation
  • Re-download installer from official website
  • Try installing via Homebrew as alternative
  • Ensure sufficient disk space and admin permissions

MCP Server Not Found

Symptoms: Server command not found, Path errors

Cause: Server not installed or not in PATH

Solution:

  • Verify MCP server installation using Terminal
  • Use absolute path to server executable
  • Check server executable permissions (chmod +x)
  • Test server command from Terminal first

Connection Fails

Symptoms: Server status shows disconnected, Connection timeout

Cause: Server configuration or environment issues

Solution:

  • Check server configuration parameters
  • Verify environment variables are set correctly
  • Restart BoltAI after configuration changes
  • Check macOS firewall and security settings

Tools Not Available in Conversation

Symptoms: Server connected but tools not accessible, Limited functionality

Cause: Tool registration or permission issues

Solution:

  • Verify server implements MCP protocol correctly
  • Check BoltAI permissions for tool access
  • Restart conversation or create new chat session
  • Review server logs for tool registration errors

Apache Gravitino not appearing in BoltAI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

  • Verify configuration syntax
  • Check Apache Gravitino installation
  • Restart BoltAI
  • Check logs for error messages

Next Steps

Now that Apache Gravitino is integrated with BoltAI:

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

Need Help?

Related Resources

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Apache Gravitino + BoltAI: MCP Setup Guide (2026)