M

MCP Server Gravitino

A FastMCP integration project providing MCP services for Apache Gravitino, supporting metadata management, tagging, and user role functions.
2 points
14

What is MCP Server for Gravitino?

The MCP server acts as a bridge between FastMCP applications and Apache Gravitino's metadata services, simplifying access to catalog, schema, table, and user-role information through an optimized interface.

How to use the Gravitino MCP Server?

Simply configure the server in your FastMCP environment with the provided settings, then access Gravitino metadata through the available tools for tables, tags, and user roles.

Use Cases

Ideal for metadata discovery, data governance implementations, and access control management in data lake environments using Gravitino.

Key Features

Unified Metadata AccessProvides simplified access to Gravitino's catalog, schema, and table hierarchy with optimized responses
Tag ManagementManage and query table/column tags for better data organization and discovery
User & Role ToolsBasic user-role management capabilities integrated with Gravitino's authorization system

Pros and Cons

Advantages
Simplifies complex Gravitino metadata operations
Optimized responses work within model context limits
Supports both token and basic authentication methods
Lightweight FastMCP integration
Limitations
Does not cover all Gravitino APIs (subset only)
Requires separate Gravitino server installation
Limited to Python 3.10+ environments

Getting Started

Installation Setup
Configure the server in your FastMCP environment using the provided JSON configuration
Authentication Configuration
Choose between token or basic auth by setting the appropriate environment variables
Accessing Metadata
Use the provided tools to query and manage Gravitino metadata

Practical Examples

Data DiscoveryDiscover all tables in the finance schema that have PII tags
Access Control AuditReview which users have admin privileges

Frequently Asked Questions

What authentication methods are supported?
Can I use this with existing Gravitino installations?
Why don't all Gravitino APIs appear in the tool list?

Additional Resources

Apache Gravitino Documentation
Official documentation for Apache Gravitino
FastMCP GitHub Repository
Source code and issues for FastMCP framework
Example Configurations
Sample configuration files for different environments
Installation
Copy the following command to your Client for configuration
{
    "mcpServers": {
        "Gravitino": {
            "command": "uv",
            "args": [
              "--directory",
              "/Users/user/workspace/mcp-server-gravitino",
                "run",
                "--with",
                "fastmcp",
                "--with",
                "httpx",
                "--with",
                "mcp-server-gravitino",
                "python",
                "-m",
                "mcp_server_gravitino.server"
            ],
            "env": {
                "GRAVITINO_URI": "http://localhost:8090",
                "GRAVITINO_USER_NAME": "admin",
                "GRAVITINO_PASSWORD": "admin",
                "GRAVITINO_METALAKE": "metalake_demo"
            }
        }
    }
}
Note: Your key is sensitive information, do not share it with anyone.
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