Build and visualize complex MongoDB aggregation pipelines with ease. Use a drag-and-drop interface with comprehensive stage palette, preview data transformation at each step, and switch between visual and code modes for maximum flexibility.
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.
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.
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.
Start your data exploration with the Visual Query Builder before building aggregation pipelines. Filter and find the exact documents you need, then use those results as the input for complex aggregations. A perfect workflow for iterative data analysis.
Transform your aggregation results into stunning visualizations with Charts & Dashboards. Group data with $group stages, then instantly create bar charts, pie charts, and time series. Build executive dashboards powered by your aggregation pipelines.
Check out the documentation to explore all the details about the Aggregation Pipeline and discover more VisuaLeaf features.
Read the DocumentationGet started free with our Community Edition. Includes a 14-day trial of Pro features.
