# Tools

## MariaDB Enterprise Manager

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MariaDB Enterprise Manager is a comprehensive observability and management solution designed for your entire database fleet. It provides advanced, topology-aware monitoring and a powerful suite of visual tools for query development and schema management, all from a single, centralized interface.
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{% content-ref url="mariadb-enterprise-manager" %}
[mariadb-enterprise-manager](https://mariadb.com/docs/tools/mariadb-enterprise-manager)
{% endcontent-ref %}

## MariaDB Enterprise Operator

MariaDB Enterprise Operator provides a seamless way to run and operate containerized versions of MariaDB Enterprise Server and MaxScale on Kubernetes, allowing you to leverage Kubernetes orchestration and automation capabilities. This document outlines the features and advantages of using Kubernetes and the MariaDB Enterprise Operator to streamline the deployment and management of MariaDB and MaxScale instances.

{% content-ref url="mariadb-enterprise-operator" %}
[mariadb-enterprise-operator](https://mariadb.com/docs/tools/mariadb-enterprise-operator)
{% endcontent-ref %}

## MariaDB Enterprise MCP Server

MariaDB Enterprise MCP (Model Context Protocol) Server is a secure, enterprise-grade application designed to act as the primary interface between AI assistants and MariaDB data ecosystems. This product solves a key challenge: how to allow powerful AI agents to safely and efficiently leverage an organization's most valuable asset—its data.

{% content-ref url="mariadb-enterprise-mcp-server" %}
[mariadb-enterprise-mcp-server](https://mariadb.com/docs/tools/mariadb-enterprise-mcp-server)
{% endcontent-ref %}

## MariaDB AI RAG

MariaDB AI RAG is an enterprise-grade Retrieval-Augmented Generation (RAG) solution that integrates with MariaDB to provide AI-powered document processing, semantic search, and natural language generation capabilities.

{% content-ref url="mariadb-ai-rag" %}
[mariadb-ai-rag](https://mariadb.com/docs/tools/mariadb-ai-rag)
{% endcontent-ref %}