MongoDB

Query MongoDB using natural language.

Type a question in plain English. Insight O\u2019 Mate generates the MongoDB aggregation pipeline or find query, runs it locally, and returns the results \u2014 no MQL required.

How it works

Connect your database

Paste your MongoDB connection string. Insight O’ Mate stores it in your OS keychain — it never leaves your machine.

Ask in plain English

Type your question. The NLP engine receives only your prompt and collection/field names — never your data.

Get results instantly

The generated MongoDB query runs locally against your database. Inspect it, tweak it, or copy it directly into your codebase.

Example queries

YOU

Show me the top 10 customers by total spending this month.

Generated MongoDB query

db.orders.aggregate([
  {
    $match: {
      createdAt: {
        $gte: new Date(new Date().getFullYear(), new Date().getMonth(), 1)
      }
    }
  },
  {
    $group: {
      _id: "$customerId",
      totalSpent: { $sum: "$amount" }
    }
  },
  { $sort: { totalSpent: -1 } },
  { $limit: 10 }
])

YOU

How many orders were placed in the last 7 days?

Generated MongoDB query

db.orders.countDocuments({
  createdAt: {
    $gte: new Date(Date.now() - 7 * 24 * 60 * 60 * 1000)
  }
})

YOU

Find all users who signed up but never placed an order.

Generated MongoDB query

db.users.aggregate([
  {
    $lookup: {
      from: "orders",
      localField: "_id",
      foreignField: "userId",
      as: "orders"
    }
  },
  { $match: { orders: { $size: 0 } } },
  { $project: { email: 1, createdAt: 1 } }
])

Privacy-first by design

When you ask a question, Insight O' Mate sends only your prompt and your MongoDB collection and field names to the stateless NLP engine — never your documents, never your field values, never your connection string. The query runs locally on your machine. No data is stored on our servers.

Read the full security model

FAQ

Can I query MongoDB using natural language?: Yes. Insight O’ Mate translates your plain-English questions into MongoDB find queries and aggregation pipelines. You describe what you want in English and the AI generates the correct MQL.
Does Insight O’ Mate work with MongoDB Atlas?: Yes. It works with MongoDB Atlas, self-hosted replica sets, and standalone MongoDB instances. Paste your connection string and Insight O’ Mate connects immediately.
What MongoDB operations can Insight O’ Mate generate?: find, aggregate (with $match, $group, $sort, $limit, $lookup, $project), countDocuments, and distinct. Write operations are not generated by default.
Is my MongoDB data sent to any server?: No. Your documents and field values never leave your machine. Only your prompt and collection/field names are sent to the stateless NLP engine for query generation.
Do I need to know MongoDB query syntax to use Insight O’ Mate?: No. That’s the point. Type a question in plain English and Insight O’ Mate generates the MongoDB query. You can inspect the generated query before running it.

Other supported databases

Query Firestore using natural language Query Redis using AI Query DynamoDB using natural language

Start querying MongoDB in plain English

Free plan available. No credit card required.

Download free MongoDB docs