Airbyte
Airbyte is an open-source data integration platform that serves both traditional ELT/ETL and AI-ready data and AI agents scenarios. The official website emphasizes open-source foundation, data replication, custom connectors, 600+ connectors, and Agent Engine for AI Agents to synchronize data from business systems to warehouses, databases, or agent workflows. It is suitable for data engineers, development teams, and organizations that need to access real business data to AI agents, both for batch replication and for agent-oriented contextual data access.