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Managed ELT with 700+ connectors; merged with dbt Labs in 2026 to form an end-to-end data platform.
Other tools in the same categories.
airbytehq/airbyte
Open-source ELT platform with hundreds of connectors and a low-code connector builder.
dlt-hub/dlt
Python library for declarative, schema-evolving loading from any API or database; popular with AI-assisted pipelines.
debezium/debezium
Open-source change data capture platform streaming row-level database changes into Kafka and beyond.
meltano/meltano
Open-source, code-first ELT built on the Singer connector ecosystem.
estuary/flow
Real-time CDC and ELT platform that unifies batch and streaming pipelines with millisecond latency.
apache/nifi
Visual dataflow tool for routing, transforming and moving data between systems with provenance.
apache/seatunnel
High-performance distributed data integration tool with 100+ connectors for batch and CDC sync.
apache/flink-cdc
Flink CDC is a streaming data integration tool