# AI-Assisted Production Database Ops with ClusterControl MCP and CCX MCP

DevFeed: [AI-Assisted Production Database Ops with ClusterControl MCP and CCX MCP](<https://devfeed.tech/articles/ai-assisted-production-database-ops-with-clustercontrol-mcp-and-ccx-mcp-19108.md>)

Original publisher: [Read original article](<https://severalnines.com/blog/ai-assisted-production-database-ops-with-clustercontrol-mcp-and-ccx-mcp/>)

Author: Kyle Buzzell

Published: 2026-05-21T10:22:01Z

Content type: article

Language: en

Sources: [SeveralNines](<https://devfeed.tech/sources/severalnines.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Database](<https://devfeed.tech/topics/database.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-assistants](<https://devfeed.tech/tags/ai-assistants.md>), [ccx](<https://devfeed.tech/tags/ccx.md>), [clustercontrol](<https://devfeed.tech/tags/clustercontrol.md>), [database](<https://devfeed.tech/tags/database.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [sovereign-dbaas](<https://devfeed.tech/tags/sovereign-dbaas.md>)

## AI overview

Severalnines describes updates to ClusterControl MCP and the companion CCX MCP for AI-assisted database operations. The article covers database inspection, troubleshooting, operational workflows, and prepared write actions through MCP-compatible clients, with dry-run previews and additional warnings for high-risk operations.

## Source excerpt

In December, we introduced how Model Context Protocol could make ClusterControl easier to work with from AI assistants. Since then, Severalnines has expanded that MCP direction across its database operations platforms with ClusterControl MCP and CCX MCP. The latest ClusterControl MCP is the major update, providing a more robust implementation with 69 tools and 20 [...] The post AI-Assisted Production Database Ops with ClusterControl MCP and CCX MCP appeared first on Severalnines.