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Captures real-time data changes from upstream databases using binlog or replication slot protocols.
Distinct from Replication Protocols: Distinct from Replication Protocols: specifically captures change data for streaming ingestion, not general data synchronization.
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Materialize is a streaming SQL database that continuously ingests live data from sources such as Kafka, Redpanda, PostgreSQL, and MySQL, and incrementally maintains materialized views. It provides a PostgreSQL-compatible query engine that accepts standard SQL over the PostgreSQL wire protocol, enabling any existing SQL client or BI tool to query real-time data. The system also includes a Model Context Protocol (MCP) server that exposes live materialized view data to AI agents, providing fresh context without polling. Materialize distinguishes itself through its ability to offer configurable c
Continuously reads upstream database replication logs and maps them to differential dataflow updates.