GitHub stars · StarDay

1airbytehq / airbyteOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.PythonLicense not declared22,325

2Avaiga / taipyAuthor description: Turns Data and AI algorithms into production-ready web applications in no time.PythonApache-2.0 · Permissive19,458

3dagster-io / dagsterAn orchestration platform for the development, production, and observation of data assets.PythonApache-2.0 · Permissive16,375

4apache / seatunnelSeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.JavaApache-2.0 · Permissive9,791

5mage-ai / mage-ai🧙 Build, run, and manage data pipelines for integrating and transforming data.PythonApache-2.0 · Permissive8,843

6cloudquery / cloudqueryData pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.GoMPL-2.0 · Share derivative source6,552

7apache / flink-cdcFlink CDC is a streaming data integration toolJavaApache-2.0 · Permissive6,495

8apache / hudiUpserts, Deletes And Incremental Processing on Big Data.JavaApache-2.0 · Permissive6,362

9fluvio-community / fluvio🦀 event stream processing for developers to collect and transform data in motion to power responsive data intensive applications.RustApache-2.0 · Permissive5,261

10jitsucom / jitsuJitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for modern data teams. Set-up a real-time data pipeline in minutes, not daysTypeScriptMIT · Permissive5,130

11clidey / whodbWhere data access meets operational intelligenceGoApache-2.0 · Permissive5,050

12rudderlabs / rudder-serverPrivacy and Security focused Segment-alternative, in Golang and ReactGoLicense not declared4,515

13DTStack / chunjunA data integration frameworkJavaApache-2.0 · Permissive4,107

14bruin-data / ingestringestr is a CLI tool to copy data between any databases with a single command seamlessly.GoLicense not declared4,040

15seandavi / awesome-single-cellCommunity-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.MIT · Permissive3,889

16apache / devlakeApache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.GoApache-2.0 · Permissive3,189

17mara / mara-pipelinesA lightweight opinionated ETL framework, halfway between plain scripts and Apache AirflowPythonMIT · Permissive2,091

18slothflowlabs / duckleOpen-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.RustApache-2.0 · Permissive1,551

19apache / hopHop Orchestration PlatformJavaApache-2.0 · Permissive1,523

20wgzhao / AddaxActively maintained successor to Alibaba DataX — a fast, versatile, open-source ETL tool for 30+ RDBMS and NoSQL data sources.JavaApache-2.0 · Permissive1,450