Library/mage-ai
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mage-ai/mage-ai

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Builder

mage-ai

mage-ai

mage-ai • individual

Stars

8,686

Using upstream star count

Forks

957

Using upstream fork count

Open Issues

0

Activity Score

0/100

1 commits in 30d

Created

May 16, 2022

Project creation date

README Summary

Mage AI is an open-source data pipeline tool that enables users to build, run, and manage data pipelines for integrating and transforming data. It provides a modern replacement for Airflow with features like interactive pipeline development, real-time monitoring, and built-in testing capabilities. The platform supports various data sources and destinations while offering both GUI and code-based pipeline development.

AI Dev Skills

Unmapped

Data Pipeline EngineeringETL/ELT DevelopmentReal-time Data StreamingData Integration ArchitectureMachine Learning Pipeline OrchestrationFeature EngineeringData TransformationWorkflow Orchestration

Tags

Data Pipeline EngineeringETL/ELT DevelopmentReal-time Data StreamingData Integration ArchitectureMachine Learning Pipeline OrchestrationFeature EngineeringData TransformationWorkflow OrchestrationCloudReal-time AnalyticsMulti-source Data ConsolidationDatabase MigrationData Lake PopulationFinancial ServicesFeature Engineering AutomationReal-time Data ProcessingAzureDockerHealthcareAWSSelf-hostedData IntegrationGCPDatabase RecordsBusiness Intelligence Data PreparationBatch Data ProcessingAPI Data IntegrationStream DataE-commerceData AnalyticsJSONData Quality ManagementMachine Learning Feature EngineeringKubernetesMLOpsTabularData Warehouse ETLCSVBusiness IntelligenceAPI ResponsesDataOpsPipeline Monitoring and ObservabilityMarketing TechnologyPython

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

0

30 Days

1

90 Days

30

Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationCloud & PlatformsObservability & MonitoringInference & ServingML Platform & InfrastructureData Science & AnalyticsHealthcare & BiologyOther AI / ML

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
May 16, 2022
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
11 days ago
Tracked since
Mar 13, 2026

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