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VisuaLeaf MongoDB Aggregation Pipeline Builder

Visual Pipeline Builder

Build complex aggregation pipelines using a drag-and-drop interface with a comprehensive stage palette. All aggregation stages organized by category including match, group, project, sort, lookup, unwind, and many more. Add stages with a click, reorder with drag-and-drop, and visualize the entire pipeline flow.

Aggregation pipeline builder with stage palette

Stage-by-Stage Preview

See input and output documents for each stage in split view. Debug pipelines easily by inspecting data transformation at every step. Run pipeline up to any stage to understand intermediate results. View document counts, sample data, and field statistics to verify your pipeline logic.

Stage preview showing input and output documents

Dual Edit Modes

Edit stages in Form Mode with guided inputs or MongoDB Editor with syntax highlighting. Switch between modes seamlessly for maximum flexibility. Form mode provides intuitive controls for common operations, while code mode offers full MongoDB syntax support for advanced users and complex expressions.

Stage editor showing form mode and code mode toggle

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