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MCP Toolbox for Databases

by googleapis

Lets your AI look inside your databases, list tables, and run queries for you in plain English.

Flow diagram: you ask your AI “How many orders came in last month?”, the MCP Toolbox for Databases connects it to Your database, and you get back your answer in plain words.

MCP Toolbox for Databases is a free helper that connects your AI assistant to a database. Once it is set up, you can ask your AI things like which tables exist or what is in a certain table, and it will go and check for you. It is handy for anyone who works with data but does not want to write database code by hand.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to another app or service. This one connects your AI to a database, so when you ask a question about your data, the AI can actually go look it up instead of guessing. You stay in your normal chat window, and the helper does the behind-the-scenes work.

What this MCP server does

You ask your AI a question about your data, like which tables exist or how many orders came in last month. The AI passes that request to this helper program, which talks to your database using the connection details you set up. The helper runs the lookup or query and sends the result back to the AI. The AI then explains the answer to you in plain words. You never have to open a database tool or write a query yourself.

Flow diagram: you ask your AI “How many orders came in last month?”, the MCP Toolbox for Databases connects it to Your database, and you get back your answer in plain words. Click to zoom

What you can do with it

  • List all the tables in your database
  • Look at the structure of a table so you know what columns it has
  • Run a read query and get the rows back
  • Explore your data by asking questions in plain English
  • Generate code that matches your real database structure
  • Connect to many databases, including PostgreSQL, MySQL, BigQuery, and Snowflake

Try asking your AI

  • “What tables are in my database?”
  • “Show me the columns in the customers table.”
  • “How many orders were placed last month?”
  • “Write a query that finds the top 10 customers by total spend.”

What it gives back to you

You get answers in your normal chat window. That might be a list of table names, a description of a table's columns, or the actual rows from a query shown as a small table. The AI usually adds a short plain-English explanation on top. If you asked it to write code, you get the code back ready to copy.

Before you start

What you need

  • A database you can connect to, plus its address, name, username, and password
  • An MCP-compatible AI client such as Claude Code, Gemini CLI, or Codex
  • Node.js if you use the npx install method

Good to know

This helper can run queries on your real database, so be careful with anything that changes or deletes data, and only connect it to databases you are allowed to touch.

Install it with your AI

Add MCP Toolbox for Databases to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check MCP Toolbox for Databases, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.

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Who it's for

Anyone who works with a database and wants to explore or query it by chatting instead of writing SQL, especially analysts, developers, and support staff.