Data and reporting
MCP Toolbox for Databases
This server connects an AI assistant to your business databases so it can answer questions and pull reports from the data you already have. It's the bridge between "our numbers live in a database" and "just ask the assistant."
When your real numbers live in a database, getting an answer usually means asking whoever writes the queries and waiting. The data is right there. The access is the bottleneck.
What it is
An MCP server, built and maintained by Google, that connects an AI assistant to your databases, Postgres, MySQL, BigQuery, and others. Once it's connected, the assistant can explore the data and answer questions from it, so "what were sales by region last quarter" is something you ask, not something you queue.
The business outcome
The people who need answers can get them without going through the one person who knows SQL. Reporting that used to be a request-and-wait becomes a question, and the answers come from your live data instead of a stale export.
How we'd set it up with you
This is real infrastructure, so it's squarely something we build with you. Connecting to a live database means credentials, access limits, and deciding what the assistant is allowed to touch, which we set up carefully and lock to read-only where that's right. We do the connection and the guardrails, confirm the answers match reality, and teach your team how to use it. This is the kind of build where a partner matters; it isn't a drop-in.
What to watch for
It's vendor-maintained by Google, which is a point in its favor, but access to your data is not something to rush. We scope exactly what it can reach before it reaches anything, and keep a record of what it's queried.
Ready when you are
Want this built into your business?
You can grab this yourself from the source. If you'd rather have it wired into your tools and your team trained to run it, that's what we do. The Free AI Opportunity Assessment is where we start.