Change Data Capture has become essential for real-time data movement. Whether you're migrating databases, building real-time analytics, or creating event-driven architectures, here are the 7 best CDC tools available in 2026.
NoSQLSync
Learn more →Managed CDC purpose-built for MongoDB, DynamoDB, and Firestore. Sub-second latency via native oplog/streams CDC, visual schema mapping, and zero-downtime migration. Free plan + $19-99/mo.
Best for: NoSQL-to-SQL CDC and migrationDebezium
Learn more →The standard for open-source CDC. Connects to MongoDB, PostgreSQL, MySQL, SQL Server and streams changes to Kafka. Requires Kafka infrastructure.
Best for: Kafka-based CDC with engineering resourcesFivetran
Learn more →Managed CDC for relational databases. Fully automated schema management but limited to supported source connectors.
Best for: Enterprise managed CDC for relational sourcesEstuary Flow
Learn more →Real-time CDC + streaming ETL with a unique flow-based architecture. Strong for continuous operational use cases.
Best for: Real-time streaming operational pipelinesAirbyte
Learn more →Open-source ELT adding CDC capabilities. Large connector catalog but CDC maturity varies by connector.
Best for: Open-source ELT with broad connector needsStriim
Visit ↗Real-time data integration platform with strong CDC and in-memory processing. Enterprise-focused pricing.
Best for: Large enterprises needing real-time data integrationAWS DMS
Learn more →AWS managed CDC for supported source-target pairs. Reliable for AWS-native environments.
Best for: AWS-centric CDC for relational databasesThe right CDC tool depends on your data ecosystem. If you're on Kafka, Debezium is the natural choice. For managed, general-purpose CDC, Fivetran or Estuary work well. For NoSQL-specific CDC with migration tooling, NoSQLSync is the purpose-built solution.