QueryWise MCP server

QueryWise is a helper that lets your AI look inside your databases and answer questions in normal language. You describe your tables and business terms once, and then you can just ask things like what was revenue last month. It is handy for anyone who has data in a database but does not write SQL.

What this MCP server does

You ask your AI a question about your data in plain words. The AI calls this helper to get the relevant context, like which tables matter, what your business terms mean, and what the columns are. The helper talks to your database and runs a read-only query. Then you get an answer back in the chat, usually a short summary or a small table of results.

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What you can do with it

• Ask questions about your data in plain English
• List the tables and columns in a connected database
• Look up what a business term like active customer means
• Run a read-only query and see the results
• Save your own glossary terms and metric definitions
• Keep a history of the questions you have asked
• Connect to SQLite, PostgreSQL, BigQuery or Databricks

Try asking your AI

• “What was total revenue by segment last quarter?”
• “Show me the top 10 customers by order value.”
• “How many active customers did we have in March?”
• “What does the column booking_status mean in the loans table?”

What it gives back to you

You get a written answer in the chat, often with a short table or a few numbers. If you asked for a list of tables or columns, you get that list. If you asked a question, you get a summary of what the data shows. The helper only reads data, so nothing in your database is changed.

Before you start

Who it's for

Office workers, analysts and managers who have data in a database but do not write SQL themselves.