Aggregation pipelines

Build MongoDB aggregation pipelines. Visually or in code.

Compose multi-stage aggregation pipelines in a stage editor, keep the raw pipeline editable, and run it against real documents — then read the explain plan to see how each stage executes.

Free & open source (Apache-2.0) · No telemetry · No account.

MQLens aggregation pipeline editor with sample results
Step by step

From idea to result

  1. Pick a collection

    Start a new pipeline against any collection.

  2. Add stages

    Chain $match, $group, $lookup, $project, and more in the multi-stage editor.

  3. Run and iterate

    Execute against live data and refine stages as you go — the raw pipeline stays editable.

  4. Explain the pipeline

    Render the explain plan to see stage-by-stage execution and index usage.

Why MQLens

A real pipeline workbench

Multi-stage editor

Build pipelines stage by stage, with the editable raw view right alongside.

Visual query builder

For find, build filters/sort/projection visually next to the raw query.

Explain for aggregate

Visual plan tree for aggregations, so you can actually tune them.

Download MQLens — it's free

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Point MQLens at your MongoDB cluster.

Free, open source, native — yours to inspect and run.

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